diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260510-130419-396-baef16-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260510-130419-396-baef16-from-overwatch.md
new file mode 100644
index 0000000..3b02c3e
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260510-130419-396-baef16-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-10T13:04:19.3962566Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 180h 44m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-004753-147-1cae5f-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-004753-147-1cae5f-from-overwatch.md
new file mode 100644
index 0000000..0086fee
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-004753-147-1cae5f-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-11T00:47:53.1473231Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 192h 28m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-012451-518-1e2e2e-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-012451-518-1e2e2e-from-overwatch.md
new file mode 100644
index 0000000..10edbbb
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-012451-518-1e2e2e-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-11T01:24:51.5187615Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 193h 5m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-012716-185-3a4d4b-from-human.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-012716-185-3a4d4b-from-human.md
new file mode 100644
index 0000000..871aba6
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-012716-185-3a4d4b-from-human.md
@@ -0,0 +1,15 @@
+---
+from: human
+to: pm-standard
+date: 2026-05-11T01:27:16.1855295Z
+priority: high
+re: Re: decision 20260510-124826-model-too-small-for-project-manager
+type: decision-chat
+decision-id: 20260510-124826-model-too-small-for-project-manager
+---
+
+The human has replied to your decision request (decision-id: 20260510-124826-model-too-small-for-project-manager):
+
+I updated the context size on lm studio load
+
+Please respond via write_outbox with type: decision-reply and decision-id: 20260510-124826-model-too-small-for-project-manager.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-014927-577-d5daec-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-014927-577-d5daec-from-overwatch.md
new file mode 100644
index 0000000..f402196
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-014927-577-d5daec-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-11T01:49:27.5771697Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 193h 29m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-020851-558-6589c2-from-human.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-020851-558-6589c2-from-human.md
new file mode 100644
index 0000000..3dfe323
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-020851-558-6589c2-from-human.md
@@ -0,0 +1,15 @@
+---
+from: human
+to: pm-standard
+date: 2026-05-11T02:08:51.5588013Z
+priority: high
+re: Re: decision 20260510-124826-model-too-small-for-project-manager
+type: decision-chat
+decision-id: 20260510-124826-model-too-small-for-project-manager
+---
+
+The human has replied to your decision request (decision-id: 20260510-124826-model-too-small-for-project-manager):
+
+done
+
+Please respond via write_outbox with type: decision-reply and decision-id: 20260510-124826-model-too-small-for-project-manager.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260511-021427-579-5a9563-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260511-021427-579-5a9563-from-overwatch.md
new file mode 100644
index 0000000..e38fbb8
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260511-021427-579-5a9563-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-11T02:14:27.5791044Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 193h 54m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260512-054834-726-e3aee2-from-overwatch.md b/.ai-dev/agents/pm-standard/inbox/processed/20260512-054834-726-e3aee2-from-overwatch.md
new file mode 100644
index 0000000..bb23595
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260512-054834-726-e3aee2-from-overwatch.md
@@ -0,0 +1,17 @@
+---
+from: overwatch
+to: pm-standard
+date: 2026-05-12T05:48:34.7264089Z
+priority: high
+re: Stalled task: Rename 'Project Settings' menu item to 'Project Settings'
+type: overwatch-nudge
+task-id: task-1777767576801-ea863
+---
+
+Task "Rename 'Project Settings' menu item to 'Project Settings'" has been stalled in **Backlog** for 221h 28m with no progress.
+
+**Task ID:** task-1777767576801-ea863
+**Priority:** normal
+**Description:** Locate the 'Settings' menu item in the application's project navigation or settings sidebar component (likely in src/components). Rename it to 'Project Settings' for improved clarity and consistency with standard UI terminology. Update all code references and verify the new label displays correctly in the running LLM Dev Studio application.
+
+Please action this task and move it forward. If you are blocked, raise a decision or message the relevant agent explaining the blocker.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/inbox/processed/20260512-055130-897-8a90fe-from-human.md b/.ai-dev/agents/pm-standard/inbox/processed/20260512-055130-897-8a90fe-from-human.md
new file mode 100644
index 0000000..9d9dc22
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/inbox/processed/20260512-055130-897-8a90fe-from-human.md
@@ -0,0 +1,15 @@
+---
+from: human
+to: pm-standard
+date: 2026-05-12T05:51:30.8972750Z
+priority: high
+re: Re: decision 20260510-124826-model-too-small-for-project-manager
+type: decision-chat
+decision-id: 20260510-124826-model-too-small-for-project-manager
+---
+
+The human has replied to your decision request (decision-id: 20260510-124826-model-too-small-for-project-manager):
+
+switched to claude cli
+
+Please respond via write_outbox with type: decision-reply and decision-id: 20260510-124826-model-too-small-for-project-manager.
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-04.insights.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.insights.json
new file mode 100644
index 0000000..809bd90
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.insights.json
@@ -0,0 +1,28 @@
+{
+ "taskClassification": "other",
+ "sessionSizeRating": "small",
+ "issues": [
+ {
+ "description": "Sessions 2\u20134 failed immediately: Qwen3 thinking mode enabled in LM Studio produced no usable output.",
+ "impact": "high"
+ },
+ {
+ "description": "Agent narrated tool calls as markdown/JSON text blocks instead of actually invoking them.",
+ "impact": "high"
+ },
+ {
+ "description": "First session ended mid-sentence without completing any pre-flight checks or tool calls.",
+ "impact": "high"
+ },
+ {
+ "description": "Excessive verbose planning and self-correction narration consumed tokens before any real action.",
+ "impact": "medium"
+ }
+ ],
+ "knowledgeGaps": [
+ "Qwen3 thinking mode must be disabled in LM Studio when using qwen/qwen3.6-27b",
+ "Tool calls must be structured invocations, not prose/JSON descriptions in the response text",
+ "Agent lacked awareness it was in an agentic loop requiring actual tool execution, not simulation"
+ ],
+ "improvedPromptSuggestion": "You are a PM agent. On session start, immediately invoke (do not narrate) the following tools in parallel without preamble: (1) UpdateAgentStatus with status=running and current UTC timestamp, (2) ReadFile board/board.json, (3) ListDirectory agents/pm-standard/inbox, (4) ListDirectory agents. After receiving results, write a journal entry summarising inbox items and board state, then action any pending inbox messages. Do not describe what you will do \u2014 just do it."
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-04.md b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.md
new file mode 100644
index 0000000..c9a8e73
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.md
@@ -0,0 +1,1109 @@
+
+## Session started at 2026-05-04T03:30:00.8249278Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-04T03:30:00.8708703Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-04T03:30:00.8709640Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-04T03:30:00.8731357Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-04T03:30:12.1762552Z]
+
+
+[2026-05-04T03:30:13.3378075Z]
+
+
+[2026-05-04T03:30:13.5567137Z] I
+[2026-05-04T03:30:13.7608437Z] will
+[2026-05-04T03:30:13.7608771Z] start
+[2026-05-04T03:30:13.9780741Z] by
+[2026-05-04T03:30:14.4009642Z] performing
+[2026-05-04T03:30:14.6056687Z] the
+[2026-05-04T03:30:14.6057065Z] pre
+[2026-05-04T03:30:15.0276157Z] -flight
+[2026-05-04T03:30:15.0276670Z] checks
+[2026-05-04T03:30:15.0276700Z] and
+[2026-05-04T03:30:15.6653425Z] initializing
+[2026-05-04T03:30:15.8825170Z] my
+[2026-05-04T03:30:16.3168604Z] session
+[2026-05-04T03:30:16.3168924Z] as
+[2026-05-04T03:30:16.3168948Z] per
+[2026-05-04T03:30:16.7420254Z] the
+[2026-05-04T03:30:17.8331694Z] protocol
+[2026-05-04T03:30:18.0501388Z] .
+[2026-05-04T03:30:18.0501705Z]
+
+
+[2026-05-04T03:30:18.0501780Z] **
+[2026-05-04T03:30:18.2533008Z] Step
+[2026-05-04T03:30:18.2533310Z]
+[2026-05-04T03:30:18.2533392Z] 1
+[2026-05-04T03:30:18.2533469Z] :
+[2026-05-04T03:30:18.4870298Z] Update
+[2026-05-04T03:30:18.9231178Z] Agent
+[2026-05-04T03:30:19.3450479Z] Status
+[2026-05-04T03:30:19.5622251Z] (
+[2026-05-04T03:30:19.5623032Z] Pref
+[2026-05-04T03:30:19.7967344Z] light
+[2026-05-04T03:30:19.7967645Z] &
+[2026-05-04T03:30:20.6869443Z] Session
+[2026-05-04T03:30:20.9197963Z] Start
+[2026-05-04T03:30:21.1397437Z] )**
+[2026-05-04T03:30:21.1397704Z]
+
+[2026-05-04T03:30:21.1397722Z] I
+[2026-05-04T03:30:21.3552335Z] will
+[2026-05-04T03:30:21.5879223Z] set
+[2026-05-04T03:30:21.8214298Z] my
+[2026-05-04T03:30:22.0562051Z] status
+[2026-05-04T03:30:22.5074403Z] to
+[2026-05-04T03:30:22.5074718Z] "
+[2026-05-04T03:30:22.9730241Z] running
+[2026-05-04T03:30:22.9730517Z] "
+[2026-05-04T03:30:22.9730552Z] with
+[2026-05-04T03:30:23.1930954Z] the
+[2026-05-04T03:30:23.9009946Z] current
+[2026-05-04T03:30:24.3843893Z] UTC
+[2026-05-04T03:30:25.0588374Z] time
+[2026-05-04T03:30:25.2756599Z] .
+[2026-05-04T03:30:25.2756972Z]
+
+
+[2026-05-04T03:30:25.2757011Z] **
+[2026-05-04T03:30:25.5104625Z] Step
+[2026-05-04T03:30:25.5104828Z]
+[2026-05-04T03:30:25.5104896Z] 2
+[2026-05-04T03:30:25.5104996Z] :
+[2026-05-04T03:30:25.7427041Z] Verify
+[2026-05-04T03:30:26.1941279Z] Board
+[2026-05-04T03:30:26.6610714Z] Access
+[2026-05-04T03:30:26.6610931Z] (
+[2026-05-04T03:30:27.3594724Z] Pref
+[2026-05-04T03:30:27.5955296Z] light
+[2026-05-04T03:30:27.5955424Z] )**
+[2026-05-04T03:30:27.8440364Z]
+
+[2026-05-04T03:30:27.8440494Z] I
+[2026-05-04T03:30:28.0779777Z] will
+[2026-05-04T03:30:28.3276224Z] read
+[2026-05-04T03:30:28.5602599Z] `
+[2026-05-04T03:30:28.7913740Z] board
+[2026-05-04T03:30:29.2446022Z] /board
+[2026-05-04T03:30:29.4790673Z] .json
+[2026-05-04T03:30:29.4790748Z] `
+[2026-05-04T03:30:29.7128708Z] to
+[2026-05-04T03:30:29.9317959Z] ensure
+[2026-05-04T03:30:30.1638094Z] I
+[2026-05-04T03:30:30.4003898Z] can
+[2026-05-04T03:30:30.4003992Z] access
+[2026-05-04T03:30:30.6325026Z] the
+[2026-05-04T03:30:31.5689181Z] project
+[2026-05-04T03:30:32.2866612Z] board
+[2026-05-04T03:30:32.4735123Z] .
+[2026-05-04T03:30:32.4735333Z]
+
+
+[2026-05-04T03:30:32.4735368Z] **
+[2026-05-04T03:30:32.6593290Z] Step
+[2026-05-04T03:30:32.6593382Z]
+[2026-05-04T03:30:32.6593398Z] 3
+[2026-05-04T03:30:32.6593442Z] :
+[2026-05-04T03:30:32.8607958Z] Verify
+[2026-05-04T03:30:33.2494391Z] Inbox
+[2026-05-04T03:30:33.6388334Z] Access
+[2026-05-04T03:30:33.6388512Z] (
+[2026-05-04T03:30:34.2112353Z] Pref
+[2026-05-04T03:30:34.4158815Z] light
+[2026-05-04T03:30:34.4158949Z] )**
+[2026-05-04T03:30:34.6185626Z]
+
+[2026-05-04T03:30:34.6185801Z] I
+[2026-05-04T03:30:34.8401154Z] will
+[2026-05-04T03:30:34.8401286Z] list
+[2026-05-04T03:30:35.0567793Z] the
+[2026-05-04T03:30:35.6938050Z] contents
+[2026-05-04T03:30:35.9114789Z] of
+[2026-05-04T03:30:35.9114863Z] `
+[2026-05-04T03:30:35.9114878Z] agents
+[2026-05-04T03:30:36.1304296Z] /pm
+[2026-05-04T03:30:37.0024129Z] -standard
+[2026-05-04T03:30:37.0024240Z] /in
+[2026-05-04T03:30:37.2226124Z] box
+[2026-05-04T03:30:37.2226227Z] `
+[2026-05-04T03:30:37.4402061Z] to
+[2026-05-04T03:30:37.6574245Z] check
+[2026-05-04T03:30:37.6574424Z] for
+[2026-05-04T03:30:38.0961284Z] new
+[2026-05-04T03:30:39.2333303Z] messages
+[2026-05-04T03:30:39.4533579Z] .
+[2026-05-04T03:30:39.4533782Z]
+
+
+[2026-05-04T03:30:39.4533848Z] **
+[2026-05-04T03:30:39.6699688Z] Step
+[2026-05-04T03:30:39.6699819Z]
+[2026-05-04T03:30:39.6699847Z] 4
+[2026-05-04T03:30:39.6700022Z] :
+[2026-05-04T03:30:40.5607398Z] List
+[2026-05-04T03:30:40.7787569Z] Agents
+[2026-05-04T03:30:40.7787783Z] **
+[2026-05-04T03:30:40.9969062Z]
+
+[2026-05-04T03:30:40.9969163Z] I
+[2026-05-04T03:30:41.4486067Z] will
+[2026-05-04T03:30:41.4486352Z] list
+[2026-05-04T03:30:41.8838457Z] the
+[2026-05-04T03:30:41.8838583Z] `
+[2026-05-04T03:30:42.1030713Z] agents
+[2026-05-04T03:30:42.1030827Z] `
+[2026-05-04T03:30:42.3215270Z] directory
+[2026-05-04T03:30:42.5401030Z] to
+[2026-05-04T03:30:42.7717842Z] identify
+[2026-05-04T03:30:43.2248902Z] my
+[2026-05-04T03:30:44.3628843Z] teammates
+[2026-05-04T03:30:44.5833410Z] .
+[2026-05-04T03:30:44.5833707Z]
+
+
+[2026-05-04T03:30:44.5833832Z] **
+[2026-05-04T03:30:44.8135704Z] Step
+[2026-05-04T03:30:44.8135845Z]
+[2026-05-04T03:30:44.8136078Z] 5
+[2026-05-04T03:30:44.8136100Z] :
+[2026-05-04T03:30:45.0506032Z] Write
+[2026-05-04T03:30:45.9740135Z] Journal
+[2026-05-04T03:30:46.2096865Z] Entry
+[2026-05-04T03:30:46.4441227Z] **
+[2026-05-04T03:30:46.4441349Z]
+
+[2026-05-04T03:30:46.4441363Z] I
+[2026-05-04T03:30:46.6763654Z] will
+[2026-05-04T03:30:46.6763782Z] log
+[2026-05-04T03:30:46.9129783Z] the
+[2026-05-04T03:30:47.6139857Z] session
+[2026-05-04T03:30:48.0969081Z] start
+[2026-05-04T03:30:48.0969350Z] .
+[2026-05-04T03:30:48.0969438Z]
+
+
+[2026-05-04T03:30:48.3147838Z] Let
+[2026-05-04T03:30:48.3148009Z] 's
+[2026-05-04T03:30:48.5472132Z] execute
+[2026-05-04T03:30:49.4845278Z] these
+[2026-05-04T03:30:49.9529781Z] steps
+[2026-05-04T03:30:49.9529996Z] .
+[2026-05-04T03:30:50.4206518Z]
+
+
+[2026-05-04T03:30:50.8852524Z] **
+[2026-05-04T03:30:50.8852624Z] M
+[2026-05-04T03:30:50.8852648Z] CP
+[2026-05-04T03:30:51.1340495Z] Call
+[2026-05-04T03:30:51.1340564Z]
+[2026-05-04T03:30:51.1340578Z] 1
+[2026-05-04T03:30:51.1340613Z] :
+[2026-05-04T03:30:51.5851193Z] Update
+[2026-05-04T03:30:52.0364063Z] Agent
+[2026-05-04T03:30:52.7681819Z] Status
+[2026-05-04T03:30:53.2239047Z] **
+[2026-05-04T03:30:53.4445405Z]
+
+[2026-05-04T03:30:53.6806113Z] ```
+[2026-05-04T03:30:53.6806237Z] json
+[2026-05-04T03:30:53.6806480Z]
+
+[2026-05-04T03:30:53.9146549Z] {
+[2026-05-04T03:30:53.9146778Z]
+
+[2026-05-04T03:30:53.9146793Z]
+[2026-05-04T03:30:54.1489758Z] "
+[2026-05-04T03:30:55.0980986Z] project
+[2026-05-04T03:30:55.3328561Z] Slug
+[2026-05-04T03:30:55.3328710Z] ":
+[2026-05-04T03:30:55.5660057Z] "
+[2026-05-04T03:30:55.5660401Z] ll
+[2026-05-04T03:30:55.7988327Z] m
+[2026-05-04T03:30:56.4996441Z] -dev
+[2026-05-04T03:30:56.7335183Z] -st
+[2026-05-04T03:30:56.9667765Z] udio
+[2026-05-04T03:30:56.9667935Z] ",
+[2026-05-04T03:30:56.9667963Z]
+
+[2026-05-04T03:30:57.1991120Z]
+[2026-05-04T03:30:57.4335084Z] "
+[2026-05-04T03:30:57.9014060Z] agent
+[2026-05-04T03:30:57.9014201Z] Slug
+[2026-05-04T03:30:57.9014284Z] ":
+[2026-05-04T03:30:58.1343610Z] "
+[2026-05-04T03:30:58.3676185Z] pm
+[2026-05-04T03:30:59.0709950Z] -standard
+[2026-05-04T03:30:59.3168817Z] ",
+[2026-05-04T03:30:59.5661409Z]
+
+[2026-05-04T03:30:59.5661530Z]
+[2026-05-04T03:30:59.8005418Z] "
+[2026-05-04T03:31:00.0180030Z] status
+[2026-05-04T03:31:00.2383288Z] ":
+[2026-05-04T03:31:00.7061051Z] "
+[2026-05-04T03:31:00.9260238Z] running
+[2026-05-04T03:31:01.1428355Z] ",
+[2026-05-04T03:31:01.1428463Z]
+
+[2026-05-04T03:31:01.1428491Z]
+[2026-05-04T03:31:01.1428545Z] "
+[2026-05-04T03:31:01.8276234Z] session
+[2026-05-04T03:31:03.2313272Z] Started
+[2026-05-04T03:31:03.6805943Z] At
+[2026-05-04T03:31:04.1284528Z] ":
+[2026-05-04T03:31:04.5802862Z] "
+[2026-05-04T03:31:04.8317860Z] 2
+[2026-05-04T03:31:05.0498338Z] 0
+[2026-05-04T03:31:05.2829691Z] 2
+[2026-05-04T03:31:05.5165685Z] 6
+[2026-05-04T03:31:05.7508729Z] -
+[2026-05-04T03:31:05.9833844Z] 0
+[2026-05-04T03:31:06.2171330Z] 3
+[2026-05-04T03:31:06.4523364Z] -
+[2026-05-04T03:31:06.6894157Z] 2
+[2026-05-04T03:31:06.9238998Z] 5
+[2026-05-04T03:31:07.1585174Z] T
+[2026-05-04T03:31:07.3909663Z] 1
+[2026-05-04T03:31:07.6244970Z] 0
+[2026-05-04T03:31:07.6245091Z] :
+[2026-05-04T03:31:07.6245241Z] 0
+[2026-05-04T03:31:07.8590387Z] 0
+[2026-05-04T03:31:07.8590582Z] :
+[2026-05-04T03:31:08.0927671Z] 0
+[2026-05-04T03:31:08.0927776Z] 0
+[2026-05-04T03:31:08.3253133Z] Z
+[2026-05-04T03:31:08.5904755Z] "
+[2026-05-04T03:31:08.5904879Z]
+
+[2026-05-04T03:31:08.8375298Z] }
+[2026-05-04T03:31:08.8375420Z]
+
+[2026-05-04T03:31:08.8375445Z] ```
+[2026-05-04T03:31:09.3362008Z]
+
+
+[2026-05-04T03:31:09.7912845Z] **
+[2026-05-04T03:31:09.7912961Z] M
+[2026-05-04T03:31:09.7913160Z] CP
+[2026-05-04T03:31:10.0268183Z] Call
+[2026-05-04T03:31:10.2726804Z]
+[2026-05-04T03:31:10.2726998Z] 2
+[2026-05-04T03:31:10.5079345Z] :
+[2026-05-04T03:31:10.7283317Z] Read
+[2026-05-04T03:31:11.1766654Z] File
+[2026-05-04T03:31:11.1766933Z] (
+[2026-05-04T03:31:11.6276809Z] Board
+[2026-05-04T03:31:12.3109939Z] )**
+[2026-05-04T03:31:12.5281792Z]
+
+[2026-05-04T03:31:12.7632696Z] ```
+[2026-05-04T03:31:12.7632823Z] json
+[2026-05-04T03:31:12.7632993Z]
+
+[2026-05-04T03:31:12.9956763Z] {
+[2026-05-04T03:31:12.9956982Z]
+
+[2026-05-04T03:31:12.9956997Z]
+[2026-05-04T03:31:13.2294557Z] "
+[2026-05-04T03:31:14.2132211Z] project
+[2026-05-04T03:31:14.4462022Z] Slug
+[2026-05-04T03:31:14.4462100Z] ":
+[2026-05-04T03:31:14.6772354Z] "
+[2026-05-04T03:31:14.6772631Z] ll
+[2026-05-04T03:31:14.9130388Z] m
+[2026-05-04T03:31:15.6148577Z] -dev
+[2026-05-04T03:31:15.8499750Z] -st
+[2026-05-04T03:31:16.0816957Z] udio
+[2026-05-04T03:31:16.3147498Z] ",
+[2026-05-04T03:31:16.5862791Z]
+
+[2026-05-04T03:31:16.5863032Z]
+[2026-05-04T03:31:16.5863058Z] "
+[2026-05-04T03:31:16.9088194Z] path
+[2026-05-04T03:31:16.9088425Z] ":
+[2026-05-04T03:31:17.1544888Z] "
+[2026-05-04T03:31:17.3879892Z] board
+[2026-05-04T03:31:18.2607790Z] /board
+[2026-05-04T03:31:18.9170804Z] .json
+[2026-05-04T03:31:19.1353413Z] "
+[2026-05-04T03:31:19.1353535Z]
+
+[2026-05-04T03:31:19.3539355Z] }
+[2026-05-04T03:31:19.3539625Z]
+
+[2026-05-04T03:31:19.3539658Z] ```
+[2026-05-04T03:31:19.7901419Z]
+
+
+[2026-05-04T03:31:20.2281358Z] **
+[2026-05-04T03:31:20.2281631Z] M
+[2026-05-04T03:31:20.2281658Z] CP
+[2026-05-04T03:31:20.4473643Z] Call
+[2026-05-04T03:31:20.4473771Z]
+[2026-05-04T03:31:20.4473795Z] 3
+[2026-05-04T03:31:20.4473870Z] :
+[2026-05-04T03:31:20.8840974Z] List
+[2026-05-04T03:31:21.7883420Z] Directory
+[2026-05-04T03:31:21.7883700Z] (
+[2026-05-04T03:31:22.0067300Z] In
+[2026-05-04T03:31:22.2249490Z] box
+[2026-05-04T03:31:22.9158911Z] )**
+[2026-05-04T03:31:23.1474369Z]
+
+[2026-05-04T03:31:23.3784487Z] ```
+[2026-05-04T03:31:23.3784614Z] json
+[2026-05-04T03:31:23.3784663Z]
+
+[2026-05-04T03:31:23.6123877Z] {
+[2026-05-04T03:31:23.6123980Z]
+
+[2026-05-04T03:31:23.6123998Z]
+[2026-05-04T03:31:23.8591533Z] "
+[2026-05-04T03:31:24.7629329Z] project
+[2026-05-04T03:31:24.9952603Z] Slug
+[2026-05-04T03:31:24.9952733Z] ":
+[2026-05-04T03:31:25.2466060Z] "
+[2026-05-04T03:31:25.2466195Z] ll
+[2026-05-04T03:31:25.4808986Z] m
+[2026-05-04T03:31:26.1877753Z] -dev
+[2026-05-04T03:31:26.4199217Z] -st
+[2026-05-04T03:31:26.6528724Z] udio
+[2026-05-04T03:31:26.8866774Z] ",
+[2026-05-04T03:31:27.1208853Z]
+
+[2026-05-04T03:31:27.1208982Z]
+[2026-05-04T03:31:27.1209129Z] "
+[2026-05-04T03:31:27.3398293Z] path
+[2026-05-04T03:31:27.5746150Z] ":
+[2026-05-04T03:31:27.5746270Z] "
+[2026-05-04T03:31:27.5746407Z] agents
+[2026-05-04T03:31:27.8059133Z] /pm
+[2026-05-04T03:31:29.2278271Z] -standard
+[2026-05-04T03:31:29.4617344Z] /in
+[2026-05-04T03:31:29.9287638Z] box
+[2026-05-04T03:31:30.1634362Z] "
+[2026-05-04T03:31:30.1634502Z]
+
+[2026-05-04T03:31:30.3969434Z] }
+[2026-05-04T03:31:30.3969523Z]
+
+[2026-05-04T03:31:30.3969546Z] ```
+[2026-05-04T03:31:30.8842715Z]
+
+
+[2026-05-04T03:31:31.3509855Z] **
+[2026-05-04T03:31:31.3509941Z] M
+[2026-05-04T03:31:31.3509955Z] CP
+[2026-05-04T03:31:31.5861845Z] Call
+[2026-05-04T03:31:31.5861962Z]
+[2026-05-04T03:31:31.5861986Z] 4
+[2026-05-04T03:31:31.5862057Z] :
+[2026-05-04T03:31:32.0552188Z] List
+[2026-05-04T03:31:32.5208758Z] Directory
+[2026-05-04T03:31:32.7556889Z] (
+[2026-05-04T03:31:33.2230002Z] Agents
+[2026-05-04T03:31:33.9250286Z] )**
+[2026-05-04T03:31:34.1598946Z]
+
+[2026-05-04T03:31:34.3929494Z] ```
+[2026-05-04T03:31:34.3929778Z] json
+[2026-05-04T03:31:34.3929818Z]
+
+[2026-05-04T03:31:34.6279548Z] {
+[2026-05-04T03:31:34.6279672Z]
+
+[2026-05-04T03:31:34.6279697Z]
+[2026-05-04T03:31:34.8593489Z] "
+[2026-05-04T03:31:35.8129505Z] project
+[2026-05-04T03:31:36.0444272Z] Slug
+[2026-05-04T03:31:36.0444414Z] ":
+[2026-05-04T03:31:36.2777204Z] "
+[2026-05-04T03:31:36.2777343Z] ll
+[2026-05-04T03:31:36.5113513Z] m
+[2026-05-04T03:31:37.2107226Z] -dev
+[2026-05-04T03:31:37.4437712Z] -st
+[2026-05-04T03:31:37.6767234Z] udio
+[2026-05-04T03:31:37.9236254Z] ",
+[2026-05-04T03:31:38.1583923Z]
+
+[2026-05-04T03:31:38.1584139Z]
+[2026-05-04T03:31:38.1584159Z] "
+[2026-05-04T03:31:38.6831099Z] path
+[2026-05-04T03:31:39.1660514Z] ":
+[2026-05-04T03:31:39.3995083Z] "
+[2026-05-04T03:31:40.1028630Z] agents
+[2026-05-04T03:31:40.3359716Z] "
+[2026-05-04T03:31:40.3359835Z]
+
+[2026-05-04T03:31:40.5832149Z] }
+[2026-05-04T03:31:40.5832291Z]
+
+[2026-05-04T03:31:40.5832318Z] ```
+[2026-05-04T03:31:41.0495642Z]
+
+
+[2026-05-04T03:31:41.5188877Z] **
+[2026-05-04T03:31:41.5188989Z] M
+[2026-05-04T03:31:41.5189012Z] CP
+[2026-05-04T03:31:41.7541387Z] Call
+[2026-05-04T03:31:41.7541505Z]
+[2026-05-04T03:31:41.7541653Z] 5
+[2026-05-04T03:31:41.7541675Z] :
+[2026-05-04T03:31:42.4540874Z] Write
+[2026-05-04T03:31:43.1554302Z] Journal
+[2026-05-04T03:31:43.6383477Z] **
+[2026-05-04T03:31:43.8694693Z]
+
+[2026-05-04T03:31:44.1069333Z] ```
+[2026-05-04T03:31:44.1069444Z] json
+[2026-05-04T03:31:44.1069482Z]
+
+[2026-05-04T03:31:44.3570416Z] {
+[2026-05-04T03:31:44.3570535Z]
+
+[2026-05-04T03:31:44.3570680Z]
+[2026-05-04T03:31:44.5731161Z] "
+[2026-05-04T03:31:45.5374488Z] project
+[2026-05-04T03:31:45.7719012Z] Slug
+[2026-05-04T03:31:45.7719315Z] ":
+[2026-05-04T03:31:46.0051742Z] "
+[2026-05-04T03:31:46.0051852Z] ll
+[2026-05-04T03:31:46.2250496Z] m
+[2026-05-04T03:31:46.9400381Z] -dev
+[2026-05-04T03:31:47.1600415Z] -st
+[2026-05-04T03:31:47.3990640Z] udio
+[2026-05-04T03:31:47.3990782Z] ",
+[2026-05-04T03:31:47.3990913Z]
+
+[2026-05-04T03:31:47.6448702Z]
+[2026-05-04T03:31:47.8921346Z] "
+[2026-05-04T03:31:48.3601770Z] agent
+[2026-05-04T03:31:48.3601908Z] Slug
+[2026-05-04T03:31:48.3601947Z] ":
+[2026-05-04T03:31:48.6092978Z] "
+[2026-05-04T03:31:48.8439399Z] pm
+[2026-05-04T03:31:49.7750575Z] -standard
+[2026-05-04T03:31:49.9946854Z] ",
+[2026-05-04T03:31:50.2430560Z]
+
+[2026-05-04T03:31:50.4601335Z]
+[2026-05-04T03:31:50.9286902Z] "
+[2026-05-04T03:31:51.8760717Z] date
+[2026-05-04T03:31:52.3326866Z] ":
+[2026-05-04T03:31:52.5653266Z] "
+[2026-05-04T03:31:52.8142853Z] 2
+[2026-05-04T03:31:53.0320625Z] 0
+[2026-05-04T03:31:53.2668136Z] 2
+[2026-05-04T03:31:53.2668255Z] 6
+[2026-05-04T03:31:53.4994164Z] -
+[2026-05-04T03:31:53.4994278Z] 0
+[2026-05-04T03:31:53.4994497Z] 3
+[2026-05-04T03:31:53.4994521Z] -
+[2026-05-04T03:31:53.4994587Z] 2
+[2026-05-04T03:31:53.4994606Z] 5
+[2026-05-04T03:31:53.7481097Z] ",
+[2026-05-04T03:31:53.7481184Z]
+
+[2026-05-04T03:31:53.9843901Z]
+[2026-05-04T03:31:54.2329118Z] "
+[2026-05-04T03:31:54.4681537Z] content
+[2026-05-04T03:31:54.4681670Z] ":
+[2026-05-04T03:31:54.7046736Z] "
+[2026-05-04T03:31:54.7046827Z] ##
+[2026-05-04T03:31:55.4201665Z] Session
+[2026-05-04T03:31:55.9006632Z] Start
+[2026-05-04T03:31:55.9006753Z] \n
+[2026-05-04T03:31:55.9006779Z] -
+[2026-05-04T03:31:56.3679843Z] Status
+[2026-05-04T03:31:56.6036296Z] :
+[2026-05-04T03:31:56.8509078Z] Running
+[2026-05-04T03:31:56.8509263Z] \n
+[2026-05-04T03:31:57.0830468Z] -
+[2026-05-04T03:31:57.0830732Z] Pre
+[2026-05-04T03:31:57.3181344Z] -flight
+[2026-05-04T03:31:57.5508750Z] checks
+[2026-05-04T03:31:58.4969322Z] initiated
+[2026-05-04T03:31:58.7323615Z] .\
+[2026-05-04T03:31:58.7323747Z] n
+[2026-05-04T03:31:58.7323777Z] -
+[2026-05-04T03:31:58.7323940Z] A
+[2026-05-04T03:31:59.2027765Z] waiting
+[2026-05-04T03:31:59.4368559Z] inbox
+[2026-05-04T03:31:59.6690413Z] and
+[2026-05-04T03:32:00.6188779Z] board
+[2026-05-04T03:32:01.0830332Z] data
+[2026-05-04T03:32:01.3176532Z] ."
+[2026-05-04T03:32:01.3176681Z]
+
+[2026-05-04T03:32:01.3176711Z] }
+[2026-05-04T03:32:01.5514346Z]
+
+[2026-05-04T03:32:01.7864024Z] ```
+[2026-05-04T03:32:02.0195726Z]
+
+
+[2026-05-04T03:32:02.0196056Z] *(
+[2026-05-04T03:32:02.2536223Z] Self
+[2026-05-04T03:32:02.5020345Z] -C
+[2026-05-04T03:32:02.7359391Z] or
+[2026-05-04T03:32:02.9695014Z] rection
+[2026-05-04T03:32:02.9695135Z] /
+[2026-05-04T03:32:02.9695160Z] Ref
+[2026-05-04T03:32:03.1889097Z] inement
+[2026-05-04T03:32:03.4233589Z] during
+[2026-05-04T03:32:04.1400955Z] thought
+[2026-05-04T03:32:04.6227077Z] process
+[2026-05-04T03:32:04.8697524Z] )*
+[2026-05-04T03:32:04.8697640Z] :
+[2026-05-04T03:32:04.8697666Z] I
+[2026-05-04T03:32:05.1027490Z] need
+[2026-05-04T03:32:05.3372419Z] to
+[2026-05-04T03:32:05.8188200Z] make
+[2026-05-04T03:32:06.0684627Z] sure
+[2026-05-04T03:32:06.0684716Z] I
+[2026-05-04T03:32:06.3024340Z] get
+[2026-05-04T03:32:06.3024466Z] the
+[2026-05-04T03:32:06.5512843Z] actual
+[2026-05-04T03:32:07.2538733Z] current
+[2026-05-04T03:32:07.2539002Z] time
+[2026-05-04T03:32:07.5025498Z] .
+[2026-05-04T03:32:07.5025612Z] The
+[2026-05-04T03:32:07.9852406Z] prompt
+[2026-05-04T03:32:08.2184957Z] says
+[2026-05-04T03:32:08.2185103Z] "
+[2026-05-04T03:32:08.4678465Z] actual
+[2026-05-04T03:32:09.1985827Z] current
+[2026-05-04T03:32:09.4306320Z] UTC
+[2026-05-04T03:32:09.6625686Z] time
+[2026-05-04T03:32:09.8961521Z] ".
+[2026-05-04T03:32:09.8961645Z] I
+[2026-05-04T03:32:10.1168551Z] will
+[2026-05-04T03:32:10.3495888Z] use
+[2026-05-04T03:32:10.3496015Z] the
+[2026-05-04T03:32:10.5817662Z] system
+[2026-05-04T03:32:10.8293046Z] time
+[2026-05-04T03:32:11.2947183Z] provided
+[2026-05-04T03:32:11.2947288Z] in
+[2026-05-04T03:32:11.7624986Z] the
+[2026-05-04T03:32:11.9966650Z] context
+[2026-05-04T03:32:12.2327378Z] or
+[2026-05-04T03:32:12.2327563Z] a
+[2026-05-04T03:32:12.6980777Z] precise
+[2026-05-04T03:32:13.1655647Z] timestamp
+[2026-05-04T03:32:13.4002511Z] .
+[2026-05-04T03:32:13.8823587Z] Since
+[2026-05-04T03:32:14.1151968Z] I
+[2026-05-04T03:32:14.3500330Z] am
+[2026-05-04T03:32:14.5850861Z] an
+[2026-05-04T03:32:14.5851023Z] AI
+[2026-05-04T03:32:14.8178413Z] ,
+[2026-05-04T03:32:14.8178531Z] I
+[2026-05-04T03:32:15.0514587Z] will
+[2026-05-04T03:32:15.0514767Z] use
+[2026-05-04T03:32:15.2862553Z] the
+[2026-05-04T03:32:15.5206068Z] current
+[2026-05-04T03:32:16.0043508Z] simulated
+[2026-05-04T03:32:16.0043588Z] time
+[2026-05-04T03:32:16.4866871Z] if
+[2026-05-04T03:32:16.9548147Z] provided
+[2026-05-04T03:32:16.9548327Z] ,
+[2026-05-04T03:32:17.1865354Z] or
+[2026-05-04T03:32:17.1865468Z] a
+[2026-05-04T03:32:18.5887070Z] precise
+[2026-05-04T03:32:18.5887186Z] ISO
+[2026-05-04T03:32:18.5887209Z]
+[2026-05-04T03:32:18.5887299Z] 8
+[2026-05-04T03:32:18.5887318Z] 6
+[2026-05-04T03:32:18.8220566Z] 0
+[2026-05-04T03:32:19.0540146Z] 1
+[2026-05-04T03:32:19.3027397Z] timestamp
+[2026-05-04T03:32:19.5370725Z] .
+[2026-05-04T03:32:19.5370933Z] The
+[2026-05-04T03:32:20.0051421Z] prompt
+[2026-05-04T03:32:20.2544258Z] implies
+[2026-05-04T03:32:20.4888005Z] I
+[2026-05-04T03:32:20.9545108Z] should
+[2026-05-04T03:32:20.9545300Z] use
+[2026-05-04T03:32:21.4218838Z] the
+[2026-05-04T03:32:21.4218950Z] *
+[2026-05-04T03:32:21.6692729Z] actual
+[2026-05-04T03:32:21.6692843Z] *
+[2026-05-04T03:32:22.3712361Z] current
+[2026-05-04T03:32:22.6054551Z] time
+[2026-05-04T03:32:22.8396618Z] .
+[2026-05-04T03:32:23.0871941Z] I
+[2026-05-04T03:32:24.2869429Z] will
+[2026-05-04T03:32:25.2525885Z] use
+[2026-05-04T03:32:25.7102114Z] `
+[2026-05-04T03:32:25.9428563Z] 2
+[2026-05-04T03:32:26.1929537Z] 0
+[2026-05-04T03:32:26.4268836Z] 2
+[2026-05-04T03:32:26.6637335Z] 6
+[2026-05-04T03:32:26.8969223Z] -
+[2026-05-04T03:32:27.1325393Z] 0
+[2026-05-04T03:32:27.3652544Z] 3
+[2026-05-04T03:32:27.6156751Z] -
+[2026-05-04T03:32:27.8506871Z] 2
+[2026-05-04T03:32:28.0870078Z] 5
+[2026-05-04T03:32:28.0870251Z] T
+[2026-05-04T03:32:28.0870277Z] 1
+[2026-05-04T03:32:28.3209154Z] 0
+[2026-05-04T03:32:28.3209262Z] :
+[2026-05-04T03:32:28.5535765Z] 0
+[2026-05-04T03:32:28.5535873Z] 0
+[2026-05-04T03:32:28.5535896Z] :
+[2026-05-04T03:32:28.5535914Z] 0
+[2026-05-04T03:32:28.5536036Z] 0
+[2026-05-04T03:32:28.5536056Z] Z
+[2026-05-04T03:32:28.5536076Z] `
+[2026-05-04T03:32:28.5536095Z] as
+[2026-05-04T03:32:28.5536138Z] a
+[2026-05-04T03:32:29.4924284Z] placeholder
+[2026-05-04T03:32:29.4924405Z] for
+[2026-05-04T03:32:29.9629167Z] the
+[2026-05-04T03:32:29.9629361Z] "
+[2026-05-04T03:32:30.4300896Z] current
+[2026-05-04T03:32:30.4301074Z] "
+[2026-05-04T03:32:30.6627844Z] time
+[2026-05-04T03:32:30.6627990Z] in
+[2026-05-04T03:32:30.8948241Z] this
+[2026-05-04T03:32:31.3660757Z] simulation
+[2026-05-04T03:32:31.6143960Z] context
+[2026-05-04T03:32:31.6144071Z] ,
+[2026-05-04T03:32:32.0513262Z] assuming
+[2026-05-04T03:32:32.0513442Z] the
+[2026-05-04T03:32:32.4431347Z] system
+[2026-05-04T03:32:32.8182684Z] clock
+[2026-05-04T03:32:32.8182793Z] is
+[2026-05-04T03:32:33.0045990Z] set
+[2026-05-04T03:32:33.3909105Z] to
+[2026-05-04T03:32:33.7661803Z] this
+[2026-05-04T03:32:33.9538622Z] date
+[2026-05-04T03:32:33.9538753Z] .
+[2026-05-04T03:32:33.9538840Z]
+
+
+[2026-05-04T03:32:34.1418410Z] Let
+[2026-05-04T03:32:34.1418577Z] 's
+[2026-05-04T03:32:34.5324650Z] proceed
+[2026-05-04T03:32:34.7209397Z] with
+[2026-05-04T03:32:34.9402089Z] the
+[2026-05-04T03:32:35.5769772Z] tool
+[2026-05-04T03:32:35.7951138Z] calls
+[2026-05-04T03:32:35.7951265Z] .
+[2026-05-04T03:32:35.9967421Z]
+
+
+[2026-05-04T03:32:36.4346191Z] **
+[2026-05-04T03:32:37.0768048Z] Tool
+[2026-05-04T03:32:37.5123181Z] Call
+[2026-05-04T03:32:37.5123313Z]
+[2026-05-04T03:32:37.7451668Z] 1
+[2026-05-04T03:32:37.7451756Z] :
+[2026-05-04T03:32:37.7451778Z] `
+[2026-05-04T03:32:37.7451797Z] m
+[2026-05-04T03:32:37.9609549Z] cp
+[2026-05-04T03:32:37.9609669Z] __
+[2026-05-04T03:32:38.1946601Z] ads
+[2026-05-04T03:32:38.3975299Z] -work
+[2026-05-04T03:32:38.6466131Z] space
+[2026-05-04T03:32:38.8641146Z] __
+[2026-05-04T03:32:39.0799588Z] Update
+[2026-05-04T03:32:39.7489046Z] Agent
+[2026-05-04T03:32:40.1852413Z] Status
+[2026-05-04T03:32:40.1852526Z] `
+[2026-05-04T03:32:40.1852612Z] **
+[2026-05-04T03:32:40.4002854Z]
+
+[2026-05-04T03:32:40.8513932Z] **
+[2026-05-04T03:32:41.5226485Z] Tool
+[2026-05-04T03:32:41.9587138Z] Call
+[2026-05-04T03:32:41.9587315Z]
+[2026-05-04T03:32:42.1779328Z] 2
+[2026-05-04T03:32:42.1779451Z] :
+[2026-05-04T03:32:42.1779535Z] `
+[2026-05-04T03:32:42.1779557Z] m
+[2026-05-04T03:32:42.4116683Z] cp
+[2026-05-04T03:32:42.4116848Z] __
+[2026-05-04T03:32:42.6306044Z] ads
+[2026-05-04T03:32:43.0803004Z] -work
+[2026-05-04T03:32:43.5343058Z] space
+[2026-05-04T03:32:43.7545779Z] __
+[2026-05-04T03:32:44.2101546Z] Read
+[2026-05-04T03:32:44.4445001Z] File
+[2026-05-04T03:32:44.4445201Z] `
+[2026-05-04T03:32:44.4445224Z] **
+[2026-05-04T03:32:44.6776715Z]
+
+[2026-05-04T03:32:45.1451717Z] **
+[2026-05-04T03:32:45.8614143Z] Tool
+[2026-05-04T03:32:46.3175896Z] Call
+[2026-05-04T03:32:46.3176006Z]
+[2026-05-04T03:32:46.5519002Z] 3
+[2026-05-04T03:32:46.5519143Z] :
+[2026-05-04T03:32:46.5519173Z] `
+[2026-05-04T03:32:46.5519281Z] m
+[2026-05-04T03:32:46.7853293Z] cp
+[2026-05-04T03:32:46.7853507Z] __
+[2026-05-04T03:32:47.0342852Z] ads
+[2026-05-04T03:32:47.5032640Z] -work
+[2026-05-04T03:32:47.5032735Z] space
+[2026-05-04T03:32:47.5032785Z] __
+[2026-05-04T03:32:47.9866713Z] List
+[2026-05-04T03:32:48.9200292Z] Directory
+[2026-05-04T03:32:48.9200471Z] `
+[2026-05-04T03:32:48.9200497Z] **
+[2026-05-04T03:32:49.1538223Z]
+
+[2026-05-04T03:32:49.6511225Z] **
+[2026-05-04T03:32:50.3375703Z] Tool
+[2026-05-04T03:32:50.8070477Z] Call
+[2026-05-04T03:32:50.8070565Z]
+[2026-05-04T03:32:51.0528586Z] 4
+[2026-05-04T03:32:51.0528710Z] :
+[2026-05-04T03:32:51.0528735Z] `
+[2026-05-04T03:32:51.0528779Z] m
+[2026-05-04T03:32:51.2863748Z] cp
+[2026-05-04T03:32:51.2863855Z] __
+[2026-05-04T03:32:51.5190555Z] ads
+[2026-05-04T03:32:52.0044856Z] -work
+[2026-05-04T03:32:52.0045033Z] space
+[2026-05-04T03:32:52.0045060Z] __
+[2026-05-04T03:32:52.4713646Z] List
+[2026-05-04T03:32:53.3967831Z] Directory
+[2026-05-04T03:32:53.3968042Z] `
+[2026-05-04T03:32:53.3968152Z] **
+[2026-05-04T03:32:53.6289500Z]
+
+[2026-05-04T03:32:54.1123071Z] **
+[2026-05-04T03:32:54.8185773Z] Tool
+[2026-05-04T03:32:55.2875910Z] Call
+[2026-05-04T03:32:55.2876021Z]
+[2026-05-04T03:32:55.5360975Z] 5
+[2026-05-04T03:32:55.5361134Z] :
+[2026-05-04T03:32:55.5361226Z] `
+[2026-05-04T03:32:55.5361248Z] m
+[2026-05-04T03:32:55.7714746Z] cp
+[2026-05-04T03:32:55.7714914Z] __
+[2026-05-04T03:32:55.9894790Z] ads
+[2026-05-04T03:32:56.2378141Z] -work
+[2026-05-04T03:32:56.4706906Z] space
+[2026-05-04T03:32:56.4706992Z] __
+[2026-05-04T03:32:57.1890455Z] Write
+[2026-05-04T03:32:57.9036256Z] Journal
+[2026-05-04T03:32:57.9036365Z] `
+[2026-05-04T03:32:57.9036436Z] **
+[2026-05-04T03:32:57.9036534Z]
+
+
+[2026-05-04T03:32:57.9036548Z] I
+[2026-05-04T03:32:58.1509801Z] will
+[2026-05-04T03:32:58.3850619Z] bundle
+[2026-05-04T03:32:58.8491356Z] these
+[2026-05-04T03:32:59.8031589Z] requests
+[2026-05-04T03:32:59.8031707Z] .
+[2026-05-04T03:33:00.0505081Z]
+
+
+[2026-05-04T03:33:00.0505196Z] **(
+[2026-05-04T03:33:00.2993937Z] Note
+[2026-05-04T03:33:00.2994161Z] :
+[2026-05-04T03:33:00.2994197Z] I
+[2026-05-04T03:33:00.5491969Z] will
+[2026-05-04T03:33:00.7832742Z] simulate
+[2026-05-04T03:33:01.0177105Z] the
+[2026-05-04T03:33:01.4986879Z] execution
+[2026-05-04T03:33:01.4987017Z] of
+[2026-05-04T03:33:01.9661005Z] these
+[2026-05-04T03:33:02.1994413Z] tools
+[2026-05-04T03:33:02.4337630Z] in
+[2026-05-04T03:33:02.4337751Z] the
+[2026-05-04T03:33:02.6827151Z] next
+[2026-05-04T03:33:03.1473787Z] response
+[2026-05-04T03:33:03.3814387Z] based
+[2026-05-04T03:33:03.6166835Z] on
+[2026-05-04T03:33:03.6167028Z] the
+[2026-05-04T03:33:04.1043750Z] likely
+[2026-05-04T03:33:04.5695157Z] outputs
+[2026-05-04T03:33:04.5695225Z] ,
+[2026-05-04T03:33:04.8050421Z] or
+[2026-05-04T03:33:05.0504411Z] wait
+[2026-05-04T03:33:05.2843381Z] for
+[2026-05-04T03:33:05.2843549Z] the
+[2026-05-04T03:33:05.7557858Z] tool
+[2026-05-04T03:33:05.9887594Z] outputs
+[2026-05-04T03:33:06.2102028Z] if
+[2026-05-04T03:33:06.4579363Z] this
+[2026-05-04T03:33:06.4579484Z] were
+[2026-05-04T03:33:06.4579572Z] an
+[2026-05-04T03:33:07.1643723Z] interactive
+[2026-05-04T03:33:07.6631957Z] loop
+[2026-05-04T03:33:07.8994576Z] .
+[2026-05-04T03:33:07.8994690Z] Since
+[2026-05-04T03:33:07.8994781Z] I
+[2026-05-04T03:33:08.1518618Z] am
+[2026-05-04T03:33:08.3857055Z] generating
+[2026-05-04T03:33:08.8949076Z] the
+[2026-05-04T03:33:09.3651956Z] response
+[2026-05-04T03:33:09.3652085Z] ,
+[2026-05-04T03:33:09.3652143Z] I
+[2026-05-04T03:33:09.8146511Z] will
+[2026-05-04T03:33:10.0491176Z] assume
+[2026-05-04T03:33:10.0491298Z] the
+[2026-05-04T03:33:10.2824555Z] tools
+[2026-05-04T03:33:10.2824745Z] execute
+[2026-05-04T03:33:10.7488558Z] successfully
+[2026-05-04T03:33:10.9829721Z] and
+[2026-05-04T03:33:11.2173348Z] provide
+[2026-05-04T03:33:11.4511120Z] the
+[2026-05-04T03:33:11.6811353Z] standard
+[2026-05-04T03:33:12.1534792Z] outputs
+[2026-05-04T03:33:12.4058817Z] for
+[2026-05-04T03:33:12.4058927Z] a
+[2026-05-04T03:33:12.6404661Z] fresh
+[2026-05-04T03:33:12.8750279Z] start
+[2026-05-04T03:33:13.1094101Z] unless
+[2026-05-04T03:33:13.5906151Z] specified
+[2026-05-04T03:33:14.0583406Z] otherwise
+[2026-05-04T03:33:14.0583513Z] .
+[2026-05-04T03:33:14.2781482Z] However
+[2026-05-04T03:33:14.5131862Z] ,
+[2026-05-04T03:33:14.5131983Z] the
+[2026-05-04T03:33:15.2802033Z] prompt
+[2026-05-04T03:33:15.5306042Z] asks
+[2026-05-04T03:33:15.7656713Z] me
+[2026-05-04T03:33:15.9860667Z] to
+[2026-05-04T03:33:15.9860741Z] *
+[2026-05-04T03:33:16.4227234Z] action
+[2026-05-04T03:33:16.4227392Z] *
+[2026-05-04T03:33:16.8754801Z] messages
+[2026-05-04T03:33:16.8754916Z] .
+[2026-05-04T03:33:17.1083787Z] I
+[2026-05-04T03:33:17.3425804Z] must
+[2026-05-04T03:33:17.8383367Z] first
+[2026-05-04T03:33:18.2907231Z] *
+[2026-05-04T03:33:18.5299405Z] read
+[2026-05-04T03:33:18.7626561Z] *
+[2026-05-04T03:33:18.9963146Z] them
+[2026-05-04T03:33:18.9963268Z] .
+[2026-05-04T03:33:19.2292174Z] So
+[2026-05-04T03:33:19.2292305Z] I
+[2026-05-04T03:33:19.4652535Z] need
+[2026-05-04T03:33:19.4652684Z] the
+[2026-05-04T03:33:20.1782796Z] tool
+[2026-05-04T03:33:20.4144357Z] outputs
+[2026-05-04T03:33:20.4144442Z] .
+[2026-05-04T03:33:20.4144465Z] I
+[2026-05-04T03:33:20.6635123Z] will
+[2026-05-04T03:33:21.1300381Z] generate
+[2026-05-04T03:33:21.3652595Z] the
+[2026-05-04T03:33:21.5968356Z] tool
+[2026-05-04T03:33:22.5478031Z] calls
+[2026-05-04T03:33:22.7985430Z] now
+[2026-05-04T03:33:22.7985558Z] .)
+[2026-05-04T03:33:22.7985579Z] **
+[2026-05-04T03:33:23.0455012Z]
+
+
+[2026-05-04T03:33:23.0455118Z] I
+[2026-05-04T03:33:23.2810687Z] 'll
+[2026-05-04T03:33:23.5146504Z] start
+[2026-05-04T03:33:23.7326387Z] with
+[2026-05-04T03:33:23.9658345Z] the
+[2026-05-04T03:33:23.9658466Z] pre
+[2026-05-04T03:33:24.4364429Z] -flight
+[2026-05-04T03:33:24.4364555Z] checks
+[2026-05-04T03:33:24.6709200Z] and
+[2026-05-04T03:33:24.6709291Z] session
+[2026-05-04T03:33:26.2747686Z] initialization
+[2026-05-04T03:33:26.4948034Z] .
+[2026-05-04T03:33:26.4948160Z]
+
+
+[2026-05-04T03:33:26.4948188Z] **
+[2026-05-04T03:33:26.7291827Z] Step
+[2026-05-04T03:33:26.7291952Z]
+[2026-05-04T03:33:26.7291983Z] 1
+[2026-05-04T03:33:26.7292079Z] :
+[2026-05-04T03:33:26.9628025Z] Update
+[2026-05-04T03:33:27.6764064Z] Agent
+[2026-05-04T03:33:28.6281215Z] Status
+[2026-05-04T03:33:28.8585309Z] **
+[2026-05-04T03:33:28.8585451Z]
+
+[2026-05-04T03:33:28.8585477Z] **
+[2026-05-04T03:33:29.1058584Z] Step
+[2026-05-04T03:33:29.1058690Z]
+[2026-05-04T03:33:29.1058715Z] 2
+[2026-05-04T03:33:29.3412494Z] :
+[2026-05-04T03:33:30.0573130Z] Read
+[2026-05-04T03:33:30.7587169Z] Board
+[2026-05-04T03:33:30.9947343Z] **
+[2026-05-04T03:33:30.9947480Z]
+
+[2026-05-04T03:33:30.9947540Z] **
+[2026-05-04T03:33:31.2280728Z] Step
+[2026-05-04T03:33:31.2280831Z]
+[2026-05-04T03:33:31.2280889Z] 3
+[2026-05-04T03:33:31.4634621Z] :
+[2026-05-04T03:33:32.1856865Z] List
+[2026-05-04T03:33:32.9035908Z] Inbox
+[2026-05-04T03:33:33.1373814Z] **
+[2026-05-04T03:33:33.1374035Z]
+
+[2026-05-04T03:33:33.1374061Z] **
+[2026-05-04T03:33:33.3692980Z] Step
+[2026-05-04T03:33:33.3693080Z]
+[2026-05-04T03:33:33.3693096Z] 4
+[2026-05-04T03:33:33.3693147Z] :
+[2026-05-04T03:33:34.0727509Z] List
+[2026-05-04T03:33:35.0057657Z] Agents
+[2026-05-04T03:33:35.2236296Z] **
+[2026-05-04T03:33:35.2236424Z]
+
+[2026-05-04T03:33:35.2236519Z] **
+[2026-05-04T03:33:35.4701212Z] Step
+[2026-05-04T03:33:35.4701335Z]
+[2026-05-04T03:33:35.4701367Z] 5
+[2026-05-04T03:33:35.4701466Z] :
+[2026-05-04T03:33:35.9521265Z] Write
+[2026-05-04T03:33:36.6696785Z] Journal
+[2026-05-04T03:33:36.6696906Z] **
+[2026-05-04T03:33:36.6697021Z]
+
+
+[2026-05-04T03:33:36.6697102Z] I
+[2026-05-04T03:33:36.9030554Z] will
+[2026-05-04T03:33:37.1350561Z] invoke
+[2026-05-04T03:33:37.8670536Z] these
+[2026-05-04T03:33:38.3505686Z] tools
+[2026-05-04T03:33:38.6140976Z] now
+[2026-05-04T03:33:38.6141131Z] .
+[2026-05-04T03:33:38.8440001Z]
+
+
+[2026-05-04T03:33:39.0917383Z] **
+[2026-05-04T03:33:39.7749116Z] Tool
+[2026-05-04T03:33:40.4778104Z] Use
+[2026-05-04T03:33:40.6946745Z] :**
+[2026-05-04T03:33:40.6946926Z]
+
+[2026-05-04T03:33:40.9272906Z] 1
+[2026-05-04T03:33:40.9273035Z] .
+[2026-05-04T03:33:40.9273121Z] `
+[2026-05-04T03:33:40.9273142Z] m
+[2026-05-04T03:33:41.1612084Z] cp
+[2026-05-04T03:33:41.1612252Z] __
+[2026-05-04T03:33:41.3960855Z] ads
+[2026-05-04T03:33:41.6308632Z] -work
+[2026-05-04T03:33:41.8653144Z] space
+[2026-05-04T03:33:42.0990105Z] __
+[2026-05-04T03:33:42.3169813Z] Update
+[2026-05-04T03:33:43.2683926Z] Agent
+[2026-05-04T03:33:44.2352631Z] Status
+[2026-05-04T03:33:44.2352747Z] `
+[2026-05-04T03:33:44.2352794Z]
+
+[2026-05-04T03:33:44.4694392Z] 2
+[2026-05-04T03:33:44.4694552Z] .
+[2026-05-04T03:33:44.4694578Z] `
+[2026-05-04T03:33:44.4694597Z] m
+[2026-05-04T03:33:44.7018978Z] cp
+[2026-05-04T03:33:44.7019090Z] __
+[2026-05-04T03:33:44.9363643Z] ads
+[2026-05-04T03:33:45.4055078Z] -work
+[2026-05-04T03:33:45.8864905Z] space
+[2026-05-04T03:33:46.3689990Z] __
+[2026-05-04T03:33:47.0410194Z] Read
+[2026-05-04T03:33:47.5071304Z] File
+[2026-05-04T03:33:47.5071435Z] `
+[2026-05-04T03:33:47.5071479Z]
+
+[2026-05-04T03:33:47.7552810Z] 3
+[2026-05-04T03:33:47.7552961Z] .
+[2026-05-04T03:33:47.7552985Z] `
+[2026-05-04T03:33:47.7553005Z] m
+[2026-05-04T03:33:47.9884539Z] cp
+[2026-05-04T03:33:47.9884660Z] __
+[2026-05-04T03:33:48.2224951Z] ads
+[2026-05-04T03:33:48.6785351Z] -work
+[2026-05-04T03:33:48.6785547Z] space
+[2026-05-04T03:33:48.6785576Z] __
+[2026-05-04T03:33:49.3996501Z] List
+[2026-05-04T03:33:50.8200852Z] Directory
+[2026-05-04T03:33:50.8200923Z] `
+[2026-05-04T03:33:50.8200986Z]
+
+[2026-05-04T03:33:51.0686035Z] 4
+[2026-05-04T03:33:51.0686202Z] .
+[2026-05-04T03:33:51.0686221Z] `
+[2026-05-04T03:33:51.0686236Z] m
+[2026-05-04T03:33:51.3177102Z] cp
+[2026-05-04T03:33:51.3177224Z] __
+[2026-05-04T03:33:51.5677009Z] ads
+[2026-05-04T03:33:52.0525175Z] -work
+[2026-05-04T03:33:52.0525305Z] space
+[2026-05-04T03:33:52.0525329Z] __
+[2026-05-04T03:33:52.7562261Z] List
+[2026-05-04T03:33:54.1693122Z] Directory
+[2026-05-04T03:33:54.1693337Z] `
+[2026-05-04T03:33:54.1693378Z]
+
+[2026-05-04T03:33:54.4043203Z] 5
+[2026-05-04T03:33:54.4043271Z] .
+[2026-05-04T03:33:54.4043285Z] `
+[2026-05-04T03:33:54.4043297Z] m
+[2026-05-04T03:33:54.6386549Z] cp
+[2026-05-04T03:33:54.6386675Z] __
+[2026-05-04T03:33:54.8873014Z] ads
+[2026-05-04T03:33:55.1069062Z] -work
+[2026-05-04T03:33:55.3430343Z] space
+[2026-05-04T03:33:55.3430457Z] __
+[2026-05-04T03:33:56.0611911Z] Write
+[2026-05-04T03:33:56.3101065Z] Journal
+[2026-05-04T03:33:56.5447900Z] `
+[2026-05-04T03:33:56.5448030Z]
+
+
+[2026-05-04T03:33:56.7788760Z] *(
+[2026-05-04T03:33:56.7834825Z] Waiting
+[2026-05-04T03:33:56.7834900Z] for
+[2026-05-04T03:33:56.7834914Z] tool
+[2026-05-04T03:33:56.7837891Z] [lmstudio] tokens: 3124 prompt / 972 generated
+
+## Session ended at 2026-05-04T03:33:56.7885493Z (exit code: 0)
+
+## Session started at 2026-05-04T03:35:06.3604131Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-04T03:35:06.4176386Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-04T03:35:06.4176475Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-04T03:35:06.4180877Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-04T03:35:09.3571839Z] [lmstudio] tokens: 3124 prompt / 1 generated
+[2026-05-04T03:35:09.3593221Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-04T03:35:09.3603278Z (exit code: 1)
+
+## Session started at 2026-05-04T10:57:09.4749437Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-04T10:57:09.5194250Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-04T10:57:09.5195708Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-04T10:57:09.5244834Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-04T10:58:50.4543870Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-04T10:58:50.4603107Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-04T10:58:50.4619025Z (exit code: 1)
+
+## Session started at 2026-05-04T10:59:04.2759071Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-04T10:59:04.2943912Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-04T10:59:04.2944016Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-04T10:59:04.2946915Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-04T10:59:08.3491308Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-04T10:59:08.3512597Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-04T10:59:08.3523769Z (exit code: 1)
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-04.usage.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.usage.json
new file mode 100644
index 0000000..a14a3e2
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-04.usage.json
@@ -0,0 +1,7 @@
+{
+ "inputTokens": 12200,
+ "outputTokens": 975,
+ "cacheReadTokens": 0,
+ "cacheWriteTokens": 0,
+ "totalTokens": 13175
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-10.insights.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.insights.json
new file mode 100644
index 0000000..fee926c
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.insights.json
@@ -0,0 +1,18 @@
+{
+ "taskClassification": "investigation",
+ "sessionSizeRating": "small",
+ "issues": [
+ {
+ "description": "Agent failed to produce usable output due to reasoning model thinking mode not being disabled.",
+ "impact": "high"
+ },
+ {
+ "description": "Repeated session restarts wasted time without resolving the root configuration error.",
+ "impact": "medium"
+ }
+ ],
+ "knowledgeGaps": [
+ "LM Studio configuration for disabling thinking mode in reasoning models like Qwen3"
+ ],
+ "improvedPromptSuggestion": "Disable thinking mode in LM Studio for reasoning models before starting the session to ensure usable output is generated."
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-10.md b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.md
new file mode 100644
index 0000000..bb3a966
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.md
@@ -0,0 +1,1264 @@
+
+## Session started at 2026-05-10T10:10:04.9973034Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T10:10:05.0427974Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T10:10:05.0429591Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T10:10:05.0458053Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T10:10:48.0296932Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T10:10:48.0418588Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T10:10:48.0441939Z (exit code: 1)
+
+## Session started at 2026-05-10T10:16:57.6597821Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T10:16:57.6660128Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T10:16:57.6660247Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T10:16:57.6663988Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T10:17:01.7844752Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T10:17:01.7868749Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T10:17:01.7881354Z (exit code: 1)
+
+## Session started at 2026-05-10T10:17:29.6735846Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T10:17:29.6785687Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T10:17:29.6785764Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T10:17:29.6788852Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T10:17:34.8197944Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T10:17:34.8218401Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T10:17:34.8228347Z (exit code: 1)
+
+## Session started at 2026-05-10T10:45:02.3544507Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T10:45:02.3780605Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T10:45:02.3780681Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T10:45:02.3807380Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T10:45:08.1190777Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T10:45:08.1256067Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T10:45:08.1274043Z (exit code: 1)
+
+## Session started at 2026-05-10T10:46:31.1243009Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T10:46:31.1281521Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T10:46:31.1281572Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T10:46:31.1285119Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T10:46:39.4908772Z]
+
+
+[2026-05-10T10:46:40.3488061Z]
+[2026-05-10T10:46:41.4417911Z]
+
+
+[2026-05-10T10:46:43.4703068Z]
+[2026-05-10T10:46:43.4703354Z]
+
+
+[2026-05-10T10:46:43.4703498Z] m
+[2026-05-10T10:46:43.6574771Z] cp
+[2026-05-10T10:46:43.6575158Z] __
+[2026-05-10T10:46:43.8447017Z] ads
+[2026-05-10T10:46:44.0481932Z] -work
+[2026-05-10T10:46:44.2320725Z] space
+[2026-05-10T10:46:44.4315565Z] __
+[2026-05-10T10:46:44.6204756Z] Update
+[2026-05-10T10:46:44.6205053Z] Agent
+[2026-05-10T10:46:44.8264155Z] Status
+[2026-05-10T10:46:45.6081693Z] (project
+[2026-05-10T10:46:45.7938487Z] Slug
+[2026-05-10T10:46:45.9962632Z] ='
+[2026-05-10T10:46:45.9962847Z] ll
+[2026-05-10T10:46:46.2015296Z] m
+[2026-05-10T10:46:46.3893370Z] -dev
+[2026-05-10T10:46:46.3893530Z] -st
+[2026-05-10T10:46:46.5767246Z] udio
+[2026-05-10T10:46:46.7624188Z] ',
+[2026-05-10T10:46:47.1522116Z] agent
+[2026-05-10T10:46:47.1522446Z] Slug
+[2026-05-10T10:46:47.3549718Z] ='
+[2026-05-10T10:46:47.5594752Z] pm
+[2026-05-10T10:46:47.9695285Z] -standard
+[2026-05-10T10:46:47.9695492Z] ',
+[2026-05-10T10:46:48.3598934Z] status
+[2026-05-10T10:46:48.3599064Z] ='
+[2026-05-10T10:46:48.5619774Z] running
+[2026-05-10T10:46:48.5619865Z] ',
+[2026-05-10T10:46:49.1540959Z] session
+[2026-05-10T10:46:50.6185531Z] Started
+[2026-05-10T10:46:50.9942371Z] At
+[2026-05-10T10:46:51.3868610Z] ='
+[2026-05-10T10:46:51.6057837Z] 2
+[2026-05-10T10:46:51.7915382Z] 0
+[2026-05-10T10:46:51.9934014Z] 2
+[2026-05-10T10:46:52.1960522Z] 6
+[2026-05-10T10:46:52.3842359Z] -
+[2026-05-10T10:46:52.6011371Z] 0
+[2026-05-10T10:46:52.8018046Z] 5
+[2026-05-10T10:46:53.0198134Z] -
+[2026-05-10T10:46:53.2238761Z] 1
+[2026-05-10T10:46:53.4115411Z] 0
+[2026-05-10T10:46:53.6269946Z] T
+[2026-05-10T10:46:53.8450780Z] 1
+[2026-05-10T10:46:54.0468414Z] 0
+[2026-05-10T10:46:54.2635094Z] :
+[2026-05-10T10:46:54.4684171Z] 4
+[2026-05-10T10:46:54.6702440Z] 6
+[2026-05-10T10:46:54.8900234Z] :
+[2026-05-10T10:46:54.8900396Z] 3
+[2026-05-10T10:46:55.1254099Z] 1
+[2026-05-10T10:46:55.3297889Z] .
+[2026-05-10T10:46:55.5317193Z] 1
+[2026-05-10T10:46:55.5317575Z] 2
+[2026-05-10T10:46:55.7520398Z] 4
+[2026-05-10T10:46:55.7520527Z] 3
+[2026-05-10T10:46:55.9549295Z] 0
+[2026-05-10T10:46:55.9549420Z] 0
+[2026-05-10T10:46:55.9549452Z] 9
+[2026-05-10T10:46:56.1895435Z] Z
+[2026-05-10T10:46:56.1895572Z] ')
+[2026-05-10T10:46:56.1895626Z]
+
+[2026-05-10T10:46:56.1895653Z] m
+[2026-05-10T10:46:56.4066958Z] cp
+[2026-05-10T10:46:56.4067057Z] __
+[2026-05-10T10:46:56.6079478Z] ads
+[2026-05-10T10:46:56.9992041Z] -work
+[2026-05-10T10:46:57.2162602Z] space
+[2026-05-10T10:46:57.2162752Z] __
+[2026-05-10T10:46:57.2162788Z] Read
+[2026-05-10T10:46:57.4185515Z] File
+[2026-05-10T10:46:58.2921278Z] (project
+[2026-05-10T10:46:58.5267414Z] Slug
+[2026-05-10T10:46:58.7457309Z] ='
+[2026-05-10T10:46:58.7457468Z] ll
+[2026-05-10T10:46:58.9309409Z] m
+[2026-05-10T10:46:59.1478080Z] -dev
+[2026-05-10T10:46:59.3661163Z] -st
+[2026-05-10T10:46:59.6006827Z] udio
+[2026-05-10T10:46:59.6006981Z] ',
+[2026-05-10T10:46:59.8046185Z] path
+[2026-05-10T10:47:00.0238955Z] ='
+[2026-05-10T10:47:00.2407426Z] board
+[2026-05-10T10:47:01.0523884Z] /board
+[2026-05-10T10:47:01.4723787Z] .json
+[2026-05-10T10:47:01.4723878Z] ')
+[2026-05-10T10:47:01.4723969Z]
+
+[2026-05-10T10:47:01.4724019Z] m
+[2026-05-10T10:47:01.6769366Z] cp
+[2026-05-10T10:47:01.6769544Z] __
+[2026-05-10T10:47:01.8798362Z] ads
+[2026-05-10T10:47:02.3170558Z] -work
+[2026-05-10T10:47:02.3170741Z] space
+[2026-05-10T10:47:02.3170758Z] __
+[2026-05-10T10:47:02.5344275Z] List
+[2026-05-10T10:47:02.7515440Z] Directory
+[2026-05-10T10:47:03.6238658Z] (project
+[2026-05-10T10:47:03.8439390Z] Slug
+[2026-05-10T10:47:04.0456631Z] ='
+[2026-05-10T10:47:04.0456775Z] ll
+[2026-05-10T10:47:04.2633573Z] m
+[2026-05-10T10:47:04.4815104Z] -dev
+[2026-05-10T10:47:04.7298906Z] -st
+[2026-05-10T10:47:04.9326715Z] udio
+[2026-05-10T10:47:04.9326867Z] ',
+[2026-05-10T10:47:05.5572800Z] path
+[2026-05-10T10:47:05.5572944Z] ='
+[2026-05-10T10:47:05.5573013Z] agents
+[2026-05-10T10:47:05.8413052Z] /pm
+[2026-05-10T10:47:07.2964527Z] -standard
+[2026-05-10T10:47:07.8732596Z] /in
+[2026-05-10T10:47:08.2324728Z] box
+[2026-05-10T10:47:08.2324833Z] ')
+[2026-05-10T10:47:08.2324878Z]
+
+[2026-05-10T10:47:08.2324950Z] m
+[2026-05-10T10:47:08.6069973Z] cp
+[2026-05-10T10:47:08.6070143Z] __
+[2026-05-10T10:47:08.9672877Z] ads
+[2026-05-10T10:47:09.6208330Z] -work
+[2026-05-10T10:47:09.6208539Z] space
+[2026-05-10T10:47:09.6208573Z] __
+[2026-05-10T10:47:09.8998935Z] List
+[2026-05-10T10:47:10.1339921Z] Directory
+[2026-05-10T10:47:10.9274849Z] (project
+[2026-05-10T10:47:11.1300940Z] Slug
+[2026-05-10T10:47:11.3359682Z] ='
+[2026-05-10T10:47:11.3359795Z] ll
+[2026-05-10T10:47:11.5352313Z] m
+[2026-05-10T10:47:11.7249131Z] -dev
+[2026-05-10T10:47:11.9256253Z] -st
+[2026-05-10T10:47:12.1311875Z] udio
+[2026-05-10T10:47:12.1312065Z] ',
+[2026-05-10T10:47:12.3335148Z] path
+[2026-05-10T10:47:12.3335230Z] ='
+[2026-05-10T10:47:12.3335249Z] agents
+[2026-05-10T10:47:12.3335840Z] ')
+[2026-05-10T10:47:12.3335937Z] [lmstudio] tokens: 2976 prompt / 143 generated
+
+## Session ended at 2026-05-10T10:47:12.3639822Z (exit code: 0)
+
+## Session started at 2026-05-10T11:00:34.4275835Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:00:34.4726141Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:00:34.4726386Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:00:34.4754016Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:00:39.1654780Z]
+
+
+[2026-05-10T11:00:39.3498844Z]
+[2026-05-10T11:00:39.7556737Z]
+
+
+[2026-05-10T11:00:39.9580733Z]
+[2026-05-10T11:00:40.1444538Z]
+
+
+[2026-05-10T11:00:40.1444800Z] I
+[2026-05-10T11:00:40.3318006Z] 'll
+[2026-05-10T11:00:40.3318385Z] start
+[2026-05-10T11:00:40.7212168Z] the
+[2026-05-10T11:00:40.7212444Z] session
+[2026-05-10T11:00:40.9084793Z] by
+[2026-05-10T11:00:41.3309321Z] invoking
+[2026-05-10T11:00:41.3309528Z] all
+[2026-05-10T11:00:41.5195557Z] four
+[2026-05-10T11:00:41.7195024Z] required
+[2026-05-10T11:00:41.7195297Z] tools
+[2026-05-10T11:00:42.9333348Z] immediately
+[2026-05-10T11:00:43.1204010Z] .
+[2026-05-10T11:00:43.5277560Z]
+
+
+[2026-05-10T11:00:43.7319354Z] ```
+[2026-05-10T11:00:43.9345134Z] json
+[2026-05-10T11:00:44.1379733Z]
+
+[2026-05-10T11:00:44.1380043Z] {
+[2026-05-10T11:00:44.3267966Z]
+
+[2026-05-10T11:00:44.5298509Z]
+[2026-05-10T11:00:44.7325157Z] "
+[2026-05-10T11:00:44.9205883Z] tool
+[2026-05-10T11:00:45.1377372Z] ":
+[2026-05-10T11:00:45.1377608Z] "
+[2026-05-10T11:00:45.1377711Z] m
+[2026-05-10T11:00:45.3538572Z] cp
+[2026-05-10T11:00:45.3539032Z] __
+[2026-05-10T11:00:45.5412030Z] ads
+[2026-05-10T11:00:45.7455662Z] -work
+[2026-05-10T11:00:45.9626501Z] space
+[2026-05-10T11:00:46.1510110Z] __
+[2026-05-10T11:00:46.3568234Z] Update
+[2026-05-10T11:00:46.9768615Z] Agent
+[2026-05-10T11:00:47.1803244Z] Status
+[2026-05-10T11:00:47.1872542Z] ",
+[2026-05-10T11:00:47.1873218Z]
+
+[2026-05-10T11:00:47.1873304Z]
+[2026-05-10T11:00:47.3836141Z] "
+[2026-05-10T11:00:48.4444162Z] parameters
+[2026-05-10T11:00:48.4444472Z] ":
+[2026-05-10T11:00:48.4444529Z] {
+[2026-05-10T11:00:48.4444611Z]
+
+[2026-05-10T11:00:48.6625917Z]
+[2026-05-10T11:00:48.8799188Z] "
+[2026-05-10T11:00:49.7378320Z] project
+[2026-05-10T11:00:49.9579278Z] Slug
+[2026-05-10T11:00:49.9579593Z] ":
+[2026-05-10T11:00:50.2066644Z] "
+[2026-05-10T11:00:50.2066755Z] ll
+[2026-05-10T11:00:50.4256620Z] m
+[2026-05-10T11:00:50.8751819Z] -dev
+[2026-05-10T11:00:51.0758986Z] -st
+[2026-05-10T11:00:51.3118459Z] udio
+[2026-05-10T11:00:51.5290676Z] ",
+[2026-05-10T11:00:51.5290878Z]
+
+[2026-05-10T11:00:51.7316337Z]
+[2026-05-10T11:00:51.9633335Z] "
+[2026-05-10T11:00:52.4144656Z] agent
+[2026-05-10T11:00:52.4144784Z] Slug
+[2026-05-10T11:00:52.4144885Z] ":
+[2026-05-10T11:00:52.6154184Z] "
+[2026-05-10T11:00:52.8478835Z] pm
+[2026-05-10T11:00:53.4703967Z] -standard
+[2026-05-10T11:00:53.4704165Z] ",
+[2026-05-10T11:00:53.6761209Z]
+
+[2026-05-10T11:00:53.8623294Z]
+[2026-05-10T11:00:54.0809891Z] "
+[2026-05-10T11:00:54.2823111Z] status
+[2026-05-10T11:00:54.4853278Z] ":
+[2026-05-10T11:00:54.6870487Z] "
+[2026-05-10T11:00:55.1082999Z] running
+[2026-05-10T11:00:55.1083148Z] ",
+[2026-05-10T11:00:55.1083167Z]
+
+[2026-05-10T11:00:55.3104693Z]
+[2026-05-10T11:00:55.3104778Z] "
+[2026-05-10T11:00:55.9760768Z] session
+[2026-05-10T11:00:57.2396713Z] Started
+[2026-05-10T11:00:57.6609967Z] At
+[2026-05-10T11:00:58.0808540Z] ":
+[2026-05-10T11:00:58.5201422Z] "
+[2026-05-10T11:00:58.7368438Z] 2
+[2026-05-10T11:00:58.9394076Z] 0
+[2026-05-10T11:00:59.1420545Z] 2
+[2026-05-10T11:00:59.4074616Z] 6
+[2026-05-10T11:00:59.6240852Z] -
+[2026-05-10T11:00:59.8098149Z] 0
+[2026-05-10T11:00:59.9963260Z] 5
+[2026-05-10T11:01:00.1825347Z] -
+[2026-05-10T11:01:00.3699809Z] 1
+[2026-05-10T11:01:00.5584458Z] 0
+[2026-05-10T11:01:00.7442677Z] T
+[2026-05-10T11:01:00.9278893Z] 1
+[2026-05-10T11:01:01.1153992Z] 1
+[2026-05-10T11:01:01.3073552Z] :
+[2026-05-10T11:01:01.5076933Z] 0
+[2026-05-10T11:01:01.6959389Z] 0
+[2026-05-10T11:01:01.8816011Z] :
+[2026-05-10T11:01:02.0678425Z] 3
+[2026-05-10T11:01:02.2536148Z] 4
+[2026-05-10T11:01:02.4264173Z] .
+[2026-05-10T11:01:02.4264286Z] 4
+[2026-05-10T11:01:02.6118058Z] 2
+[2026-05-10T11:01:02.7985455Z] 7
+[2026-05-10T11:01:02.9855250Z] 5
+[2026-05-10T11:01:03.1891786Z] 8
+[2026-05-10T11:01:03.1891933Z] 3
+[2026-05-10T11:01:03.1891962Z] 5
+[2026-05-10T11:01:03.3771181Z] Z
+[2026-05-10T11:01:03.3771352Z] "
+[2026-05-10T11:01:03.5781025Z]
+
+[2026-05-10T11:01:03.5781159Z]
+[2026-05-10T11:01:03.7658665Z] }
+[2026-05-10T11:01:03.7658814Z]
+
+[2026-05-10T11:01:03.7658845Z] }
+[2026-05-10T11:01:03.7658871Z]
+
+[2026-05-10T11:01:04.3131887Z] ```
+[2026-05-10T11:01:04.7006227Z]
+
+
+[2026-05-10T11:01:04.8877048Z] ```
+[2026-05-10T11:01:05.0746114Z] json
+[2026-05-10T11:01:05.2625174Z]
+
+[2026-05-10T11:01:05.2625331Z] {
+[2026-05-10T11:01:05.4640527Z]
+
+[2026-05-10T11:01:05.6678331Z]
+[2026-05-10T11:01:05.8692695Z] "
+[2026-05-10T11:01:06.0575094Z] tool
+[2026-05-10T11:01:06.2769642Z] ":
+[2026-05-10T11:01:06.2769866Z] "
+[2026-05-10T11:01:06.2769897Z] m
+[2026-05-10T11:01:06.4799101Z] cp
+[2026-05-10T11:01:06.4799194Z] __
+[2026-05-10T11:01:06.6961525Z] ads
+[2026-05-10T11:01:07.0875679Z] -work
+[2026-05-10T11:01:07.2757244Z] space
+[2026-05-10T11:01:07.6775259Z] __
+[2026-05-10T11:01:08.0986530Z] Read
+[2026-05-10T11:01:08.0986641Z] File
+[2026-05-10T11:01:08.0986698Z] ",
+[2026-05-10T11:01:08.0986729Z]
+
+[2026-05-10T11:01:08.0986784Z]
+[2026-05-10T11:01:08.3024576Z] "
+[2026-05-10T11:01:09.3051233Z] parameters
+[2026-05-10T11:01:09.3051451Z] ":
+[2026-05-10T11:01:09.3051484Z] {
+[2026-05-10T11:01:09.3051654Z]
+
+[2026-05-10T11:01:09.5091386Z]
+[2026-05-10T11:01:09.7139333Z] "
+[2026-05-10T11:01:10.5219102Z] project
+[2026-05-10T11:01:10.7239198Z] Slug
+[2026-05-10T11:01:10.7239365Z] ":
+[2026-05-10T11:01:10.9263435Z] "
+[2026-05-10T11:01:10.9263544Z] ll
+[2026-05-10T11:01:11.1442689Z] m
+[2026-05-10T11:01:11.5511620Z] -dev
+[2026-05-10T11:01:11.7679100Z] -st
+[2026-05-10T11:01:12.0028315Z] udio
+[2026-05-10T11:01:12.2206860Z] ",
+[2026-05-10T11:01:12.4243606Z]
+
+[2026-05-10T11:01:12.6433736Z]
+[2026-05-10T11:01:12.6433885Z] "
+[2026-05-10T11:01:12.8441231Z] path
+[2026-05-10T11:01:12.8441357Z] ":
+[2026-05-10T11:01:13.0637727Z] "
+[2026-05-10T11:01:13.2669763Z] board
+[2026-05-10T11:01:14.2960371Z] /board
+[2026-05-10T11:01:14.9346455Z] .json
+[2026-05-10T11:01:14.9346557Z] "
+[2026-05-10T11:01:15.1355756Z]
+
+[2026-05-10T11:01:15.1355901Z]
+[2026-05-10T11:01:15.3398020Z] }
+[2026-05-10T11:01:15.3398112Z]
+
+[2026-05-10T11:01:15.3398131Z] }
+[2026-05-10T11:01:15.3398181Z]
+
+[2026-05-10T11:01:15.9693174Z] ```
+[2026-05-10T11:01:16.4043461Z]
+
+
+[2026-05-10T11:01:16.6206124Z] ```
+[2026-05-10T11:01:16.8380180Z] json
+[2026-05-10T11:01:17.0538520Z]
+
+[2026-05-10T11:01:17.0538677Z] {
+[2026-05-10T11:01:17.2580732Z]
+
+[2026-05-10T11:01:17.4600448Z]
+[2026-05-10T11:01:17.6802784Z] "
+[2026-05-10T11:01:17.8815819Z] tool
+[2026-05-10T11:01:18.0990829Z] ":
+[2026-05-10T11:01:18.0990928Z] "
+[2026-05-10T11:01:18.0990982Z] m
+[2026-05-10T11:01:18.3011633Z] cp
+[2026-05-10T11:01:18.3011765Z] __
+[2026-05-10T11:01:18.5183593Z] ads
+[2026-05-10T11:01:18.9544779Z] -work
+[2026-05-10T11:01:18.9544911Z] space
+[2026-05-10T11:01:18.9544935Z] __
+[2026-05-10T11:01:19.3725428Z] List
+[2026-05-10T11:01:19.9958690Z] Directory
+[2026-05-10T11:01:19.9958919Z] ",
+[2026-05-10T11:01:19.9958952Z]
+
+[2026-05-10T11:01:19.9959034Z]
+[2026-05-10T11:01:20.2155586Z] "
+[2026-05-10T11:01:21.2771107Z] parameters
+[2026-05-10T11:01:21.2771299Z] ":
+[2026-05-10T11:01:21.2771330Z] {
+[2026-05-10T11:01:21.2771402Z]
+
+[2026-05-10T11:01:21.4943092Z]
+[2026-05-10T11:01:21.6992944Z] "
+[2026-05-10T11:01:22.5379064Z] project
+[2026-05-10T11:01:22.7559245Z] Slug
+[2026-05-10T11:01:22.7559392Z] ":
+[2026-05-10T11:01:22.9593320Z] "
+[2026-05-10T11:01:22.9593500Z] ll
+[2026-05-10T11:01:23.1759501Z] m
+[2026-05-10T11:01:23.5964657Z] -dev
+[2026-05-10T11:01:23.8137780Z] -st
+[2026-05-10T11:01:24.0330331Z] udio
+[2026-05-10T11:01:24.2337246Z] ",
+[2026-05-10T11:01:24.4663576Z]
+
+[2026-05-10T11:01:24.6689705Z]
+[2026-05-10T11:01:24.6689873Z] "
+[2026-05-10T11:01:24.8715679Z] path
+[2026-05-10T11:01:25.0739556Z] ":
+[2026-05-10T11:01:25.0739675Z] "
+[2026-05-10T11:01:25.0739705Z] agents
+[2026-05-10T11:01:25.2750183Z] /pm
+[2026-05-10T11:01:26.5207090Z] -standard
+[2026-05-10T11:01:27.1287079Z] /in
+[2026-05-10T11:01:27.3166529Z] box
+[2026-05-10T11:01:27.3166752Z] "
+[2026-05-10T11:01:27.5038400Z]
+
+[2026-05-10T11:01:27.5038555Z]
+[2026-05-10T11:01:27.7055153Z] }
+[2026-05-10T11:01:27.7055351Z]
+
+[2026-05-10T11:01:27.7055382Z] }
+[2026-05-10T11:01:27.7055408Z]
+
+[2026-05-10T11:01:28.3114869Z] ```
+[2026-05-10T11:01:28.7303806Z]
+
+
+[2026-05-10T11:01:28.9485985Z] ```
+[2026-05-10T11:01:29.1657634Z] json
+[2026-05-10T11:01:29.3835327Z]
+
+[2026-05-10T11:01:29.3835470Z] {
+[2026-05-10T11:01:29.5849706Z]
+
+[2026-05-10T11:01:29.8019876Z]
+[2026-05-10T11:01:30.0051391Z] "
+[2026-05-10T11:01:30.2235482Z] tool
+[2026-05-10T11:01:30.4264987Z] ":
+[2026-05-10T11:01:30.4265136Z] "
+[2026-05-10T11:01:30.4265169Z] m
+[2026-05-10T11:01:30.6436790Z] cp
+[2026-05-10T11:01:30.6436914Z] __
+[2026-05-10T11:01:30.8460828Z] ads
+[2026-05-10T11:01:31.2505656Z] -work
+[2026-05-10T11:01:31.2505781Z] space
+[2026-05-10T11:01:31.2505857Z] __
+[2026-05-10T11:01:31.6893738Z] List
+[2026-05-10T11:01:32.3282970Z] Directory
+[2026-05-10T11:01:32.3283174Z] ",
+[2026-05-10T11:01:32.3283209Z]
+
+[2026-05-10T11:01:32.3283289Z]
+[2026-05-10T11:01:32.5330895Z] "
+[2026-05-10T11:01:33.6087118Z] parameters
+[2026-05-10T11:01:33.6087274Z] ":
+[2026-05-10T11:01:33.6087309Z] {
+[2026-05-10T11:01:33.6087447Z]
+
+[2026-05-10T11:01:33.8100738Z]
+[2026-05-10T11:01:34.0279679Z] "
+[2026-05-10T11:01:34.8852882Z] project
+[2026-05-10T11:01:35.0870908Z] Slug
+[2026-05-10T11:01:35.0871111Z] ":
+[2026-05-10T11:01:35.2905669Z] "
+[2026-05-10T11:01:35.2905783Z] ll
+[2026-05-10T11:01:35.5234133Z] m
+[2026-05-10T11:01:35.9445710Z] -dev
+[2026-05-10T11:01:36.1600421Z] -st
+[2026-05-10T11:01:36.3625220Z] udio
+[2026-05-10T11:01:36.5821255Z] ",
+[2026-05-10T11:01:36.7994329Z]
+
+[2026-05-10T11:01:37.0178724Z]
+[2026-05-10T11:01:37.0178889Z] "
+[2026-05-10T11:01:37.4486982Z] path
+[2026-05-10T11:01:37.8707975Z] ":
+[2026-05-10T11:01:38.0738504Z] "
+[2026-05-10T11:01:38.7093915Z] agents
+[2026-05-10T11:01:38.7094050Z] "
+[2026-05-10T11:01:38.7094120Z]
+
+[2026-05-10T11:01:38.7094146Z]
+[2026-05-10T11:01:38.7094211Z] }
+[2026-05-10T11:01:38.7094255Z]
+
+[2026-05-10T11:01:38.7094281Z] }
+[2026-05-10T11:01:38.7094305Z]
+
+[2026-05-10T11:01:38.7095086Z] ```
+[2026-05-10T11:01:38.7097720Z] [lmstudio] tokens: 2976 prompt / 293 generated
+
+## Session ended at 2026-05-10T11:01:38.7162208Z (exit code: 0)
+
+## Session started at 2026-05-10T11:05:27.1476275Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:05:27.1522807Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:05:27.1522864Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:05:27.1526603Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:05:31.0310047Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T11:05:31.0334246Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T11:05:31.0344509Z (exit code: 1)
+
+## Session started at 2026-05-10T11:20:06.8264425Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:20:06.8354285Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:20:06.8354374Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:20:06.8378477Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:20:14.6948336Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T11:20:14.7012045Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T11:20:14.7027505Z (exit code: 1)
+
+## Session started at 2026-05-10T11:20:43.7589341Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:20:43.7895250Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:20:43.7895328Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:20:43.7898479Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:20:46.0545165Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T11:20:46.0565607Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T11:20:46.0575672Z (exit code: 1)
+
+## Session started at 2026-05-10T11:35:31.7960142Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:35:31.8264109Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:35:31.8264188Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:35:31.8304280Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:38:06.2143334Z]
+
+
+[2026-05-10T11:38:06.8690633Z]
+[2026-05-10T11:38:08.1348925Z]
+
+
+[2026-05-10T11:38:08.7706082Z]
+[2026-05-10T11:38:09.4241825Z]
+
+
+[2026-05-10T11:38:09.4242744Z] I
+[2026-05-10T11:38:10.0801672Z] 'll
+[2026-05-10T11:38:10.0802894Z] start
+[2026-05-10T11:38:11.3423763Z] the
+[2026-05-10T11:38:11.3424026Z] session
+[2026-05-10T11:38:11.9990065Z] by
+[2026-05-10T11:38:13.3119009Z] invoking
+[2026-05-10T11:38:13.3119332Z] all
+[2026-05-10T11:38:13.9794858Z] four
+[2026-05-10T11:38:14.6630448Z] required
+[2026-05-10T11:38:14.6630687Z] tools
+[2026-05-10T11:38:19.1939733Z] simultaneously
+[2026-05-10T11:38:19.1940104Z] .
+[2026-05-10T11:38:19.8474681Z]
+
+
+[2026-05-10T11:38:19.8474916Z] ```
+[2026-05-10T11:38:19.8475021Z] m
+[2026-05-10T11:38:20.4687798Z] cp
+[2026-05-10T11:38:20.4688057Z] __
+[2026-05-10T11:38:21.1250537Z] ads
+[2026-05-10T11:38:21.7669031Z] -work
+[2026-05-10T11:38:22.4068820Z] space
+[2026-05-10T11:38:23.0939764Z] __
+[2026-05-10T11:38:23.7624469Z] Update
+[2026-05-10T11:38:26.5082848Z] Agent
+[2026-05-10T11:38:27.1319208Z] Status
+[2026-05-10T11:38:27.1319694Z]
+
+[2026-05-10T11:38:27.7870604Z] {
+[2026-05-10T11:38:27.7870933Z]
+
+[2026-05-10T11:38:27.7871105Z]
+[2026-05-10T11:38:28.4152686Z] "
+[2026-05-10T11:38:30.9822360Z] project
+[2026-05-10T11:38:31.6214816Z] Slug
+[2026-05-10T11:38:31.6215368Z] ":
+[2026-05-10T11:38:32.2311711Z] "
+[2026-05-10T11:38:32.2311874Z] ll
+[2026-05-10T11:38:32.8849737Z] m
+[2026-05-10T11:38:34.9189361Z] -dev
+[2026-05-10T11:38:35.5899492Z] -st
+[2026-05-10T11:38:36.2598226Z] udio
+[2026-05-10T11:38:36.2598576Z] ",
+[2026-05-10T11:38:36.2598703Z]
+
+[2026-05-10T11:38:36.9282621Z]
+[2026-05-10T11:38:37.5397021Z] "
+[2026-05-10T11:38:38.8127672Z] agent
+[2026-05-10T11:38:38.8127935Z] Slug
+[2026-05-10T11:38:38.8128042Z] ":
+[2026-05-10T11:38:39.4653804Z] "
+[2026-05-10T11:38:40.1036231Z] pm
+[2026-05-10T11:38:42.0315417Z] -standard
+[2026-05-10T11:38:42.7160131Z] ",
+[2026-05-10T11:38:43.3867613Z]
+
+[2026-05-10T11:38:43.3867955Z]
+[2026-05-10T11:38:44.0285097Z] "
+[2026-05-10T11:38:44.6814745Z] status
+[2026-05-10T11:38:45.3539777Z] ":
+[2026-05-10T11:38:46.6914402Z] "
+[2026-05-10T11:38:47.3626345Z] running
+[2026-05-10T11:38:48.0030089Z] ",
+[2026-05-10T11:38:48.0030328Z]
+
+[2026-05-10T11:38:48.0030400Z]
+[2026-05-10T11:38:48.0030429Z] "
+[2026-05-10T11:38:49.9271315Z] session
+[2026-05-10T11:38:53.8676629Z] Started
+[2026-05-10T11:38:55.1824597Z] At
+[2026-05-10T11:38:56.5236890Z] ":
+[2026-05-10T11:38:57.8253428Z] "
+[2026-05-10T11:38:58.4486344Z] 2
+[2026-05-10T11:38:59.1041751Z] 0
+[2026-05-10T11:38:59.7275788Z] 2
+[2026-05-10T11:39:00.3682658Z] 6
+[2026-05-10T11:39:01.0087348Z] -
+[2026-05-10T11:39:01.6199862Z] 0
+[2026-05-10T11:39:02.2753017Z] 5
+[2026-05-10T11:39:02.9761777Z] -
+[2026-05-10T11:39:03.6176407Z] 1
+[2026-05-10T11:39:04.2811484Z] 0
+[2026-05-10T11:39:04.9654211Z] T
+[2026-05-10T11:39:05.6534058Z] 1
+[2026-05-10T11:39:06.3225165Z] 1
+[2026-05-10T11:39:07.2276535Z] :
+[2026-05-10T11:39:08.2092910Z] 3
+[2026-05-10T11:39:09.0668431Z] 5
+[2026-05-10T11:39:09.7098077Z] :
+[2026-05-10T11:39:10.3191456Z] 3
+[2026-05-10T11:39:10.9875794Z] 1
+[2026-05-10T11:39:11.5683535Z] .
+[2026-05-10T11:39:12.1298116Z] 7
+[2026-05-10T11:39:12.1298343Z] 9
+[2026-05-10T11:39:12.1298380Z] 6
+[2026-05-10T11:39:12.7064852Z] 0
+[2026-05-10T11:39:12.7065105Z] 1
+[2026-05-10T11:39:13.3007352Z] 4
+[2026-05-10T11:39:13.3007511Z] 2
+[2026-05-10T11:39:13.3007546Z] Z
+[2026-05-10T11:39:14.0498046Z] "
+[2026-05-10T11:39:14.6547066Z]
+
+[2026-05-10T11:39:14.6547214Z] }
+[2026-05-10T11:39:15.3906032Z]
+
+[2026-05-10T11:39:16.0479599Z] ```
+[2026-05-10T11:39:16.7341525Z]
+
+
+[2026-05-10T11:39:16.7341622Z] ```
+[2026-05-10T11:39:16.7341663Z] m
+[2026-05-10T11:39:17.4652168Z] cp
+[2026-05-10T11:39:17.4652259Z] __
+[2026-05-10T11:39:18.1632465Z] ads
+[2026-05-10T11:39:19.3636747Z] -work
+[2026-05-10T11:39:20.5935421Z] space
+[2026-05-10T11:39:21.8848032Z] __
+[2026-05-10T11:39:23.1467453Z] Read
+[2026-05-10T11:39:23.1467573Z] File
+[2026-05-10T11:39:23.1467620Z]
+
+[2026-05-10T11:39:23.7692780Z] {
+[2026-05-10T11:39:23.7692957Z]
+
+[2026-05-10T11:39:23.7692997Z]
+[2026-05-10T11:39:24.3914339Z] "
+[2026-05-10T11:39:27.0277708Z] project
+[2026-05-10T11:39:27.7908779Z] Slug
+[2026-05-10T11:39:27.7908989Z] ":
+[2026-05-10T11:39:28.4785939Z] "
+[2026-05-10T11:39:28.4786060Z] ll
+[2026-05-10T11:39:29.2033131Z] m
+[2026-05-10T11:39:31.1457132Z] -dev
+[2026-05-10T11:39:31.7695464Z] -st
+[2026-05-10T11:39:32.3940356Z] udio
+[2026-05-10T11:39:33.0341603Z] ",
+[2026-05-10T11:39:33.6859343Z]
+
+[2026-05-10T11:39:33.6859587Z]
+[2026-05-10T11:39:33.6859619Z] "
+[2026-05-10T11:39:34.3387897Z] path
+[2026-05-10T11:39:34.3388110Z] ":
+[2026-05-10T11:39:34.9792026Z] "
+[2026-05-10T11:39:35.6344961Z] board
+[2026-05-10T11:39:38.1842110Z] /board
+[2026-05-10T11:39:39.4942226Z] .json
+[2026-05-10T11:39:40.1196245Z] "
+[2026-05-10T11:39:40.7603504Z]
+
+[2026-05-10T11:39:40.7603690Z] }
+[2026-05-10T11:39:41.3677677Z]
+
+[2026-05-10T11:39:41.9806148Z] ```
+[2026-05-10T11:39:42.6322959Z]
+
+
+[2026-05-10T11:39:42.6323113Z] ```
+[2026-05-10T11:39:42.6323168Z] m
+[2026-05-10T11:39:43.2606852Z] cp
+[2026-05-10T11:39:43.2606980Z] __
+[2026-05-10T11:39:43.9472100Z] ads
+[2026-05-10T11:39:45.2559847Z] -work
+[2026-05-10T11:39:45.2559981Z] space
+[2026-05-10T11:39:45.2560012Z] __
+[2026-05-10T11:39:47.3051958Z] List
+[2026-05-10T11:39:49.4566837Z] Directory
+[2026-05-10T11:39:49.4567041Z]
+
+[2026-05-10T11:39:50.1124053Z] {
+[2026-05-10T11:39:50.1124313Z]
+
+[2026-05-10T11:39:50.1124359Z]
+[2026-05-10T11:39:50.7529523Z] "
+[2026-05-10T11:39:53.4994173Z] project
+[2026-05-10T11:39:54.2955120Z] Slug
+[2026-05-10T11:39:54.2955307Z] ":
+[2026-05-10T11:39:55.0312727Z] "
+[2026-05-10T11:39:55.0312827Z] ll
+[2026-05-10T11:39:55.8138263Z] m
+[2026-05-10T11:39:58.0629503Z] -dev
+[2026-05-10T11:39:58.8565014Z] -st
+[2026-05-10T11:39:59.6671812Z] udio
+[2026-05-10T11:40:00.3083330Z] ",
+[2026-05-10T11:40:00.9921137Z]
+
+[2026-05-10T11:40:00.9921284Z]
+[2026-05-10T11:40:00.9921337Z] "
+[2026-05-10T11:40:01.6478250Z] path
+[2026-05-10T11:40:02.3183811Z] ":
+[2026-05-10T11:40:02.3183896Z] "
+[2026-05-10T11:40:02.3183947Z] agents
+[2026-05-10T11:40:02.9899052Z] /pm
+[2026-05-10T11:40:07.3302684Z] -standard
+[2026-05-10T11:40:08.0480947Z] /in
+[2026-05-10T11:40:08.7514052Z] box
+[2026-05-10T11:40:09.4505626Z] "
+[2026-05-10T11:40:10.1285564Z]
+
+[2026-05-10T11:40:10.1285649Z] }
+[2026-05-10T11:40:10.7957833Z]
+
+[2026-05-10T11:40:11.4680325Z] ```
+[2026-05-10T11:40:12.1389001Z]
+
+
+[2026-05-10T11:40:12.1389110Z] ```
+[2026-05-10T11:40:12.1389151Z] m
+[2026-05-10T11:40:12.7944772Z] cp
+[2026-05-10T11:40:12.7944913Z] __
+[2026-05-10T11:40:13.4633758Z] ads
+[2026-05-10T11:40:15.0901104Z] -work
+[2026-05-10T11:40:15.0901214Z] space
+[2026-05-10T11:40:15.0901231Z] __
+[2026-05-10T11:40:17.3656008Z] List
+[2026-05-10T11:40:19.5515095Z] Directory
+[2026-05-10T11:40:19.5515178Z]
+
+[2026-05-10T11:40:20.2476794Z] {
+[2026-05-10T11:40:20.2476855Z]
+
+[2026-05-10T11:40:20.2476875Z]
+[2026-05-10T11:40:20.9554747Z] "
+[2026-05-10T11:40:23.6842317Z] project
+[2026-05-10T11:40:24.5134081Z] Slug
+[2026-05-10T11:40:24.5134248Z] ":
+[2026-05-10T11:40:25.2795134Z] "
+[2026-05-10T11:40:25.2795224Z] ll
+[2026-05-10T11:40:26.0486828Z] m
+[2026-05-10T11:40:28.3578223Z] -dev
+[2026-05-10T11:40:29.1232738Z] -st
+[2026-05-10T11:40:29.8275479Z] udio
+[2026-05-10T11:40:30.5467088Z] ",
+[2026-05-10T11:40:31.2472319Z]
+
+[2026-05-10T11:40:31.2472463Z]
+[2026-05-10T11:40:31.2472482Z] "
+[2026-05-10T11:40:32.6878535Z] path
+[2026-05-10T11:40:34.1547740Z] ":
+[2026-05-10T11:40:34.9961121Z] "
+[2026-05-10T11:40:34.9976055Z] agents
+[2026-05-10T11:40:34.9976095Z] "
+[2026-05-10T11:40:34.9976112Z]
+
+[2026-05-10T11:40:34.9976149Z] }
+[2026-05-10T11:40:34.9976201Z]
+
+[2026-05-10T11:40:34.9976216Z] ```
+[2026-05-10T11:40:34.9977746Z] [lmstudio] tokens: 2976 prompt / 225 generated
+
+## Session ended at 2026-05-10T11:40:35.0034955Z (exit code: 0)
+
+## Session started at 2026-05-10T11:56:50.3708859Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T11:56:50.3959485Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T11:56:50.3959562Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T11:56:50.3994100Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T11:58:12.1829981Z]
+
+
+[2026-05-10T11:58:12.5193202Z]
+[2026-05-10T11:58:13.2170597Z]
+
+
+[2026-05-10T11:58:14.2602290Z]
+[2026-05-10T11:58:14.6364972Z]
+
+
+[2026-05-10T11:58:14.9954268Z] {
+[2026-05-10T11:58:14.9954593Z]
+
+[2026-05-10T11:58:15.3529887Z]
+[2026-05-10T11:58:15.7076529Z] "
+[2026-05-10T11:58:16.8139363Z] calls
+[2026-05-10T11:58:16.8144455Z] ":
+[2026-05-10T11:58:16.8144729Z] [
+[2026-05-10T11:58:17.1873163Z]
+
+[2026-05-10T11:58:17.5478025Z]
+[2026-05-10T11:58:17.5478240Z] {
+[2026-05-10T11:58:17.9204909Z]
+
+[2026-05-10T11:58:19.0150883Z]
+[2026-05-10T11:58:19.3884802Z] "
+[2026-05-10T11:58:19.7499745Z] tool
+[2026-05-10T11:58:20.1232278Z] ":
+[2026-05-10T11:58:20.1232438Z] "
+[2026-05-10T11:58:20.1232529Z] m
+[2026-05-10T11:58:20.4837215Z] cp
+[2026-05-10T11:58:20.4837481Z] __
+[2026-05-10T11:58:20.8585760Z] ads
+[2026-05-10T11:58:21.2482273Z] -work
+[2026-05-10T11:58:21.6097507Z] space
+[2026-05-10T11:58:21.9547435Z] __
+[2026-05-10T11:58:22.3282039Z] Update
+[2026-05-10T11:58:23.0348974Z] Agent
+[2026-05-10T11:58:23.7541716Z] Status
+[2026-05-10T11:58:23.7542045Z] ",
+[2026-05-10T11:58:23.7542136Z]
+
+[2026-05-10T11:58:24.1263041Z]
+[2026-05-10T11:58:24.4852568Z] "
+[2026-05-10T11:58:25.2453645Z] arguments
+[2026-05-10T11:58:25.6190823Z] ":
+[2026-05-10T11:58:25.9776310Z] {
+[2026-05-10T11:58:25.9776477Z]
+
+[2026-05-10T11:58:26.3505556Z]
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+
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+[2026-05-10T11:58:37.8714395Z] "
+[2026-05-10T11:58:39.1134821Z] session
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+[2026-05-10T11:58:43.8903941Z] 2
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+[2026-05-10T11:58:47.1980460Z] 0
+[2026-05-10T11:58:47.5708226Z] T
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+[2026-05-10T11:58:48.3462410Z] 1
+[2026-05-10T11:58:48.7049037Z] :
+[2026-05-10T11:58:49.0782070Z] 5
+[2026-05-10T11:58:49.4686537Z] 6
+[2026-05-10T11:58:49.8294840Z] :
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+[2026-05-10T11:58:50.5945628Z] 0
+[2026-05-10T11:58:50.5945737Z] .
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+[2026-05-10T11:58:50.5945896Z] 0
+[2026-05-10T11:58:50.9533589Z] 8
+[2026-05-10T11:58:50.9533721Z] 8
+[2026-05-10T11:58:51.3120457Z] 5
+[2026-05-10T11:58:51.6876955Z] 9
+[2026-05-10T11:58:51.6877068Z] Z
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+[2026-05-10T11:58:52.0581736Z]
+
+[2026-05-10T11:58:52.8219864Z]
+[2026-05-10T11:58:53.1966804Z] }
+[2026-05-10T11:58:53.1966909Z]
+
+[2026-05-10T11:58:53.9099118Z]
+[2026-05-10T11:58:53.9099249Z] },
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+[2026-05-10T11:58:57.2517435Z] m
+[2026-05-10T11:58:57.6095358Z] cp
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+[2026-05-10T11:58:59.1180355Z] space
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+
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+
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+[2026-05-10T11:59:05.4296918Z] Slug
+[2026-05-10T11:59:05.4297010Z] ":
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+[2026-05-10T11:59:05.7877096Z] ll
+[2026-05-10T11:59:06.1624072Z] m
+[2026-05-10T11:59:06.9264509Z] -dev
+[2026-05-10T11:59:06.9264656Z] -st
+[2026-05-10T11:59:07.3014841Z] udio
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+[2026-05-10T11:59:07.6763286Z]
+
+[2026-05-10T11:59:08.7837873Z]
+[2026-05-10T11:59:08.7838023Z] "
+[2026-05-10T11:59:09.1763372Z] path
+[2026-05-10T11:59:09.1763782Z] ":
+[2026-05-10T11:59:09.5505662Z] "
+[2026-05-10T11:59:09.9231570Z] board
+[2026-05-10T11:59:10.6715291Z] /board
+[2026-05-10T11:59:11.7629595Z] .json
+[2026-05-10T11:59:11.7629711Z] "
+[2026-05-10T11:59:12.1529067Z]
+
+[2026-05-10T11:59:12.8894772Z]
+[2026-05-10T11:59:13.2478996Z] }
+[2026-05-10T11:59:13.2479124Z]
+
+[2026-05-10T11:59:13.9793221Z]
+[2026-05-10T11:59:13.9793403Z] },
+[2026-05-10T11:59:14.3703727Z]
+
+[2026-05-10T11:59:14.7280738Z]
+[2026-05-10T11:59:14.7280837Z] {
+[2026-05-10T11:59:15.1019959Z]
+
+[2026-05-10T11:59:16.1944252Z]
+[2026-05-10T11:59:16.5692269Z] "
+[2026-05-10T11:59:16.9450831Z] tool
+[2026-05-10T11:59:17.3188823Z] ":
+[2026-05-10T11:59:17.3188943Z] "
+[2026-05-10T11:59:17.3188975Z] m
+[2026-05-10T11:59:17.6913891Z] cp
+[2026-05-10T11:59:17.6914036Z] __
+[2026-05-10T11:59:18.0640984Z] ads
+[2026-05-10T11:59:18.7967401Z] -work
+[2026-05-10T11:59:18.7967528Z] space
+[2026-05-10T11:59:18.7967559Z] __
+[2026-05-10T11:59:19.5446070Z] List
+[2026-05-10T11:59:20.6668186Z] Directory
+[2026-05-10T11:59:20.6668321Z] ",
+[2026-05-10T11:59:20.6668354Z]
+
+[2026-05-10T11:59:21.0241681Z]
+[2026-05-10T11:59:21.3810052Z] "
+[2026-05-10T11:59:22.0867745Z] arguments
+[2026-05-10T11:59:22.4619276Z] ":
+[2026-05-10T11:59:22.8345466Z] {
+[2026-05-10T11:59:22.8345622Z]
+
+[2026-05-10T11:59:23.2085423Z]
+[2026-05-10T11:59:23.5679787Z] "
+[2026-05-10T11:59:25.0615548Z] project
+[2026-05-10T11:59:25.4391676Z] Slug
+[2026-05-10T11:59:25.4391867Z] ":
+[2026-05-10T11:59:25.8158246Z] "
+[2026-05-10T11:59:25.8158349Z] ll
+[2026-05-10T11:59:26.2062140Z] m
+[2026-05-10T11:59:26.9396029Z] -dev
+[2026-05-10T11:59:26.9396110Z] -st
+[2026-05-10T11:59:27.3177306Z] udio
+[2026-05-10T11:59:27.6935874Z] ",
+[2026-05-10T11:59:27.6936030Z]
+
+[2026-05-10T11:59:28.8152639Z]
+[2026-05-10T11:59:28.8152775Z] "
+[2026-05-10T11:59:29.1890991Z] path
+[2026-05-10T11:59:29.5664854Z] ":
+[2026-05-10T11:59:29.5665104Z] "
+[2026-05-10T11:59:29.5665122Z] agents
+[2026-05-10T11:59:29.9211366Z] /pm
+[2026-05-10T11:59:31.4157911Z] -standard
+[2026-05-10T11:59:31.7757562Z] /in
+[2026-05-10T11:59:32.5223210Z] box
+[2026-05-10T11:59:32.5223426Z] "
+[2026-05-10T11:59:32.8956368Z]
+
+[2026-05-10T11:59:33.6289033Z]
+[2026-05-10T11:59:33.9733417Z] }
+[2026-05-10T11:59:33.9733572Z]
+
+[2026-05-10T11:59:34.7027718Z]
+[2026-05-10T11:59:34.7027855Z] },
+[2026-05-10T11:59:35.0753299Z]
+
+[2026-05-10T11:59:35.4187412Z]
+[2026-05-10T11:59:35.4187582Z] {
+[2026-05-10T11:59:35.7947277Z]
+
+[2026-05-10T11:59:36.9807564Z]
+[2026-05-10T11:59:37.3707615Z] "
+[2026-05-10T11:59:37.7638465Z] tool
+[2026-05-10T11:59:38.1363498Z] ":
+[2026-05-10T11:59:38.1363596Z] "
+[2026-05-10T11:59:38.1363615Z] m
+[2026-05-10T11:59:38.5249306Z] cp
+[2026-05-10T11:59:38.5249439Z] __
+[2026-05-10T11:59:38.8823065Z] ads
+[2026-05-10T11:59:39.6309350Z] -work
+[2026-05-10T11:59:39.6309498Z] space
+[2026-05-10T11:59:39.6309591Z] __
+[2026-05-10T11:59:40.3645743Z] List
+[2026-05-10T11:59:41.4905453Z] Directory
+[2026-05-10T11:59:41.4905606Z] ",
+[2026-05-10T11:59:41.4905702Z]
+
+[2026-05-10T11:59:41.8613195Z]
+[2026-05-10T11:59:42.2527385Z] "
+[2026-05-10T11:59:42.9705426Z] arguments
+[2026-05-10T11:59:43.3288467Z] ":
+[2026-05-10T11:59:43.7042304Z] {
+[2026-05-10T11:59:43.7042439Z]
+
+[2026-05-10T11:59:44.0785072Z]
+[2026-05-10T11:59:44.4561699Z] "
+[2026-05-10T11:59:46.0000621Z] project
+[2026-05-10T11:59:46.3755029Z] Slug
+[2026-05-10T11:59:46.3755199Z] ":
+[2026-05-10T11:59:46.7495174Z] "
+[2026-05-10T11:59:46.7495294Z] ll
+[2026-05-10T11:59:47.1245253Z] m
+[2026-05-10T11:59:47.8389812Z] -dev
+[2026-05-10T11:59:47.8389959Z] -st
+[2026-05-10T11:59:48.2273072Z] udio
+[2026-05-10T11:59:48.6188097Z] ",
+[2026-05-10T11:59:48.6188229Z]
+
+[2026-05-10T11:59:49.7573951Z]
+[2026-05-10T11:59:49.7574105Z] "
+[2026-05-10T11:59:50.4901992Z] path
+[2026-05-10T11:59:50.8635375Z] ":
+[2026-05-10T11:59:50.8635506Z] "
+[2026-05-10T11:59:52.0019325Z] agents
+[2026-05-10T11:59:52.0019443Z] "
+[2026-05-10T11:59:52.3726653Z]
+
+[2026-05-10T11:59:53.4537257Z]
+[2026-05-10T11:59:54.1701069Z] }
+[2026-05-10T11:59:54.2004944Z]
+
+[2026-05-10T11:59:54.2005057Z]
+[2026-05-10T11:59:54.2005082Z] }
+[2026-05-10T11:59:54.2005104Z]
+
+[2026-05-10T11:59:54.2005180Z]
+[2026-05-10T11:59:54.2005214Z] ]
+[2026-05-10T11:59:54.2005235Z]
+
+[2026-05-10T11:59:54.2005269Z] }
+[2026-05-10T11:59:54.2071191Z] [lmstudio] tokens: 2976 prompt / 280 generated
+
+## Session ended at 2026-05-10T11:59:54.2290168Z (exit code: 0)
+
+## Session started at 2026-05-10T12:01:28.3562507Z
+executor: lmstudio · model: liquid/lfm2-24b-a2b
+
+[2026-05-10T12:01:28.3978535Z] [lmstudio] model=liquid/lfm2-24b-a2b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:01:28.3978635Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:01:28.4014512Z] [lmstudio] context_window=128000 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T12:03:06.2886894Z] [lmstudio] tokens: 4699 prompt / 143 generated
+[2026-05-10T12:03:06.2987846Z] [error] Model 'liquid/lfm2-24b-a2b' finished (finish_reason=tool_calls) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T12:03:06.3014570Z (exit code: 1)
+
+## Session started at 2026-05-10T12:06:49.1347371Z
+executor: lmstudio · model: liquid/lfm2-24b-a2b
+
+[2026-05-10T12:06:49.8255858Z] [lmstudio] model=liquid/lfm2-24b-a2b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:06:49.8255981Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:06:49.8351983Z] [lmstudio] context_window=128000 max_output_tokens=4096 prompt_tier=full
+
+## Session ended at 2026-05-10T12:06:56.1505331Z (exit code: 130)
+
+## Session started at 2026-05-10T12:12:33.0911955Z
+executor: lmstudio · model: liquid/lfm2-24b-a2b
+
+[2026-05-10T12:12:33.1224266Z] [lmstudio] model=liquid/lfm2-24b-a2b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:12:33.1224285Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:12:33.1242710Z] [lmstudio] context_window=128000 max_output_tokens=4096 prompt_tier=full
+
+## Session started at 2026-05-10T12:38:49.3348874Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T12:38:49.4346680Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:38:49.4347993Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:38:51.4777828Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T12:39:14.7950368Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T12:39:14.8020381Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T12:39:14.8041317Z (exit code: 1)
+
+## Session started at 2026-05-10T12:39:19.3956651Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T12:39:19.4008258Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:39:19.4008345Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:39:19.4012710Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T12:39:29.3050473Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T12:39:29.3074459Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T12:39:29.3087666Z (exit code: 1)
+
+## Session started at 2026-05-10T12:48:19.6579952Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T12:48:19.7094649Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T12:48:19.7094725Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T12:48:19.7099874Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T12:48:26.6637311Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T12:48:26.6665550Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T12:48:26.6679302Z (exit code: 1)
+
+## Session started at 2026-05-10T13:04:19.4275428Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T13:04:19.4335653Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T13:04:19.4335700Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T13:04:19.4338583Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
+[2026-05-10T13:04:25.4669898Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-10T13:04:25.4975132Z] [error] Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+## Session ended at 2026-05-10T13:04:25.4992884Z (exit code: 1)
+
+## Session started at 2026-05-10T13:09:31.0717588Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-10T13:09:31.1150041Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-10T13:09:31.1150157Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-10T13:09:31.1174179Z] [lmstudio] context_window=262144 max_output_tokens=4096 prompt_tier=full
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-10.usage.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.usage.json
new file mode 100644
index 0000000..d9e5c5a
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-10.usage.json
@@ -0,0 +1,7 @@
+{
+ "inputTokens": 49339,
+ "outputTokens": 1095,
+ "cacheReadTokens": 0,
+ "cacheWriteTokens": 0,
+ "totalTokens": 50434
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-11.insights.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.insights.json
new file mode 100644
index 0000000..bb8b8fe
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.insights.json
@@ -0,0 +1,19 @@
+{
+ "taskClassification": "other",
+ "sessionSizeRating": "small",
+ "issues": [
+ {
+ "description": "Model failed to produce output due to configuration error, causing immediate session termination.",
+ "impact": "high"
+ },
+ {
+ "description": "Repeated attempts failed with identical error, indicating persistent environment misconfiguration.",
+ "impact": "high"
+ }
+ ],
+ "knowledgeGaps": [
+ "LM Studio context window configuration requirements",
+ "Troubleshooting \u0027no usable output\u0027 errors in local LLM deployments"
+ ],
+ "improvedPromptSuggestion": "Verify LM Studio model context window settings before initiating session to ensure sufficient headroom for response generation."
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-11.md b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.md
new file mode 100644
index 0000000..5a8c4ee
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.md
@@ -0,0 +1,65 @@
+
+## Session started at 2026-05-11T00:47:53.1528491Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T00:47:53.1710175Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T00:47:53.1710250Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T00:47:53.1744563Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T00:48:40.2784509Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-11T00:48:40.2850978Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-11T00:48:40.2867461Z (exit code: 1)
+
+## Session started at 2026-05-11T01:24:51.5247059Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T01:24:51.5757790Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T01:24:51.5758844Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T01:24:51.5783682Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T01:24:57.0309792Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-11T01:24:57.0360880Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-11T01:24:57.0377038Z (exit code: 1)
+
+## Session started at 2026-05-11T01:27:16.1867815Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T01:27:16.1936710Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T01:27:16.1936745Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T01:27:16.1939673Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T01:27:28.5765927Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-11T01:27:28.5796905Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-11T01:27:28.5808419Z (exit code: 1)
+
+## Session started at 2026-05-11T01:49:27.5818846Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T01:49:27.6296798Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T01:49:27.6298026Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T01:49:27.6325476Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T01:57:11.6793534Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-11T01:57:11.6858748Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-11T01:57:11.6881206Z (exit code: 1)
+
+## Session started at 2026-05-11T02:08:51.5601483Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T02:08:51.5962315Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T02:08:51.5962396Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T02:08:51.5965619Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T02:09:01.3066621Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-11T02:09:01.3091040Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-11T02:09:01.3102498Z (exit code: 1)
+
+## Session started at 2026-05-11T02:14:27.5807605Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-11T02:14:27.6436057Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-11T02:14:27.6436254Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-11T02:14:27.6453761Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-11T02:14:32.2401807Z] [error] LM Studio returned an error: Context size has been exceeded.
+
+## Session ended at 2026-05-11T02:14:32.2725879Z (exit code: 1)
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-11.usage.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.usage.json
new file mode 100644
index 0000000..510143a
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-11.usage.json
@@ -0,0 +1,7 @@
+{
+ "inputTokens": 14880,
+ "outputTokens": 5,
+ "cacheReadTokens": 0,
+ "cacheWriteTokens": 0,
+ "totalTokens": 14885
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-12.insights.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.insights.json
new file mode 100644
index 0000000..8e04194
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.insights.json
@@ -0,0 +1,23 @@
+{
+ "taskClassification": "investigation",
+ "sessionSizeRating": "small",
+ "issues": [
+ {
+ "description": "Initial model failed due to context window configuration error, wasting time.",
+ "impact": "medium"
+ },
+ {
+ "description": "Agent repeatedly failed to start due to missing MCP server connection, escalating unnecessarily.",
+ "impact": "high"
+ },
+ {
+ "description": "Agent lacked ability to diagnose or fix environment configuration, only reporting errors.",
+ "impact": "high"
+ }
+ ],
+ "knowledgeGaps": [
+ "MCP server configuration and startup procedures",
+ "Environment diagnostic capabilities for tool availability"
+ ],
+ "improvedPromptSuggestion": "Check if the \u0027ads-workspace\u0027 MCP server is running and configured in .claude/settings.json. If not, provide instructions to start it or fix the config before attempting session protocol."
+}
\ No newline at end of file
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-12.md b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.md
new file mode 100644
index 0000000..ec1db4b
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.md
@@ -0,0 +1,73 @@
+
+## Session started at 2026-05-12T05:48:34.7350462Z
+executor: lmstudio · model: qwen/qwen3.6-27b
+
+[2026-05-12T05:48:34.7644178Z] [lmstudio] model=qwen/qwen3.6-27b endpoint=http://localhost:1234/v1/chat/completions
+[2026-05-12T05:48:34.7644263Z] [lmstudio] workspace tools enabled — root=M:\ai-dev\workspaces\llm-dev-studio
+[2026-05-12T05:48:34.7682739Z] [lmstudio] context_window=262144 prompt_est=2880 max_output=4096 headroom=255168 tier=full
+[2026-05-12T05:51:20.3752569Z] [lmstudio] tokens: 2976 prompt / 1 generated
+[2026-05-12T05:51:20.3822481Z] [error] Model 'qwen/qwen3.6-27b' produced no usable output — context window is likely too small (context_window=262144, estimated prompt tokens=2880, available for response≈259264). Reload the model in LM Studio with a larger context window (recommended: 16384).
+
+## Session ended at 2026-05-12T05:51:20.3882939Z (exit code: 1)
+
+## Session started at 2026-05-12T05:51:30.9208029Z
+executor: claude · model: claude-sonnet-4-6
+
+[2026-05-12T05:51:37.7390133Z] ▶ ToolSearch(query=select:mcp__ads-workspace__UpdateAgentStatus,mcp__ads-workspace__ReadFile,mcp__ads-workspace__ListDirectory)
+[2026-05-12T05:51:41.4704464Z] ▶ ToolSearch(query=ads-workspace UpdateAgentStatus)
+[2026-05-12T05:51:44.0603195Z] ▶ ToolSearch(query=workspace board inbox)
+[2026-05-12T05:51:52.4235237Z] The `mcp__ads-workspace__*` tools are not available in this environment — the MCP server for `ads-workspace` does not appear to be connected. Without these tools, I cannot perform the session start protocol (UpdateAgentStatus, ReadFile for board.json, ListDirectory for inbox/agents) as required by CLAUDE.md.
+
+**[ESCALATION]**
+
+```
+---
+from: pm-standard
+date: 2026-05-12T05:51:30.9208029Z
+priority: high
+subject: MCP ads-workspace server unavailable — session cannot start
+status: pending
+blocks: All PM session activity — cannot read inbox, update board, update agent status, or dispatch tasks
+---
+```
+
+**Context:**
+
+On session start, CLAUDE.md requires calling four MCP tools immediately:
+1. `mcp__ads-workspace__UpdateAgentStatus`
+2. `mcp__ads-workspace__ReadFile` (board/board.json)
+3. `mcp__ads-workspace__ListDirectory` (agents/pm-standard/inbox)
+4. `mcp__ads-workspace__ListDirectory` (agents)
+
+None of the `mcp__ads-workspace__*` tools are available. A ToolSearch confirms they are not registered as deferred tools either.
+
+**Options:**
+1. **Start/reconnect the `ads-workspace` MCP server** — the server process may not be running or may not be configured for this session.
+2. **Check MCP configuration** — verify `ads-workspace` is listed in the MCP server config for this project (typically `.claude/settings.json` or `claude_desktop_config.json`).
+
+**Recommended action:** Check that the `ads-workspace` MCP server is running and configured. The server config should be at `.claude/settings.json` or similar. Once the server is reachable, re-invoke the session prompt.
+
+## Session ended at 2026-05-12T05:51:53.2245642Z (exit code: 0)
+
+## Session started at 2026-05-12T05:52:48.9953741Z
+executor: claude · model: claude-sonnet-4-6
+
+[2026-05-12T05:52:55.9462744Z] ▶ ToolSearch(query=select:mcp__ads-workspace__UpdateAgentStatus,mcp__ads-workspace__ReadFile,mcp__ads-workspace__ListDirectory)
+[2026-05-12T05:52:58.3983062Z] ▶ ToolSearch(query=ads-workspace UpdateAgentStatus)
+[2026-05-12T05:53:04.5948787Z] ▶ ToolSearch(query=mcp workspace board)
+[2026-05-12T05:53:13.5367969Z] The `mcp__ads-workspace` MCP server is not connected in this environment — it does not appear in the available tool registry. Without it, I cannot complete the pm-standard session protocol:
+
+- `UpdateAgentStatus` — unavailable
+- `ReadFile` (board.json) — unavailable
+- `ListDirectory` (inbox, agents) — unavailable
+
+**What this means:** The `ads-workspace` MCP server needs to be running and registered for this agent to operate. The session cannot proceed per protocol.
+
+**To fix this**, check that:
+1. The `ads-workspace` MCP server process is running.
+2. It is registered in your Claude Code MCP config (`.claude/settings.json` or global settings under `mcpServers`).
+3. The server is reachable from this session.
+
+Would you like help diagnosing the MCP server configuration?
+
+## Session ended at 2026-05-12T05:53:14.5174495Z (exit code: 0)
diff --git a/.ai-dev/agents/pm-standard/transcripts/2026-05-12.usage.json b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.usage.json
new file mode 100644
index 0000000..8f66c22
--- /dev/null
+++ b/.ai-dev/agents/pm-standard/transcripts/2026-05-12.usage.json
@@ -0,0 +1,7 @@
+{
+ "inputTokens": 2990,
+ "outputTokens": 1977,
+ "cacheReadTokens": 0,
+ "cacheWriteTokens": 0,
+ "totalTokens": 4967
+}
\ No newline at end of file
diff --git a/.ai-dev/decisions/chats/20260510-124826-model-too-small-for-project-manager.jsonl b/.ai-dev/decisions/chats/20260510-124826-model-too-small-for-project-manager.jsonl
new file mode 100644
index 0000000..6906c8c
--- /dev/null
+++ b/.ai-dev/decisions/chats/20260510-124826-model-too-small-for-project-manager.jsonl
@@ -0,0 +1,3 @@
+{"id":"0b7a1af5","decisionId":"20260510-124826-model-too-small-for-project-manager","from":"human","isHuman":true,"content":"I updated the context size on lm studio load","timestamp":"2026-05-11T01:27:16.1816306Z"}
+{"id":"d377af48","decisionId":"20260510-124826-model-too-small-for-project-manager","from":"human","isHuman":true,"content":"done","timestamp":"2026-05-11T02:08:51.5570913Z"}
+{"id":"02c97808","decisionId":"20260510-124826-model-too-small-for-project-manager","from":"human","isHuman":true,"content":"switched to claude cli","timestamp":"2026-05-12T05:51:30.895698Z"}
diff --git a/.ai-dev/decisions/pending/20260510-124826-model-too-small-for-project-manager.md b/.ai-dev/decisions/pending/20260510-124826-model-too-small-for-project-manager.md
new file mode 100644
index 0000000..0d372ae
--- /dev/null
+++ b/.ai-dev/decisions/pending/20260510-124826-model-too-small-for-project-manager.md
@@ -0,0 +1,14 @@
+---
+from: pm-standard
+date: 2026-05-10T12:48:26.6718120Z
+priority: high
+subject: Model too small for Project Manager
+status: pending
+blocks: pm-standard
+---
+
+Agent **Project Manager** could not run because `qwen/qwen3.6-27b` has a context window that is too small.
+
+Model 'qwen/qwen3.6-27b' finished (finish_reason=stop) but produced no usable output. If this is a reasoning/thinking model (e.g. Qwen3), disable thinking mode in LM Studio or load a non-thinking variant of the model.
+
+**Action required:** In LM Studio, reload `qwen/qwen3.6-27b` with a larger context (≥ 8192 tokens), or select a different model for this agent in its settings.
\ No newline at end of file
diff --git a/ai-dev-net.code-workspace b/ai-dev-net.code-workspace
new file mode 100644
index 0000000..cb43774
--- /dev/null
+++ b/ai-dev-net.code-workspace
@@ -0,0 +1,13 @@
+{
+ "folders": [
+ {
+ "path": "."
+ }
+ ],
+ "settings": {
+ "chat.tools.terminal.autoApprove": {
+ "dotnet test": true,
+ "dotnet list": true
+ }
+ }
+}
\ No newline at end of file
diff --git a/ai-dev-net.tests.winui/ai-dev-net.tests.winui.csproj b/ai-dev-net.tests.winui/ai-dev-net.tests.winui.csproj
index 86276ee..fb3bdc9 100644
--- a/ai-dev-net.tests.winui/ai-dev-net.tests.winui.csproj
+++ b/ai-dev-net.tests.winui/ai-dev-net.tests.winui.csproj
@@ -8,6 +8,7 @@
false
Exe
x64
+ x64
x64
win-x64
@@ -23,7 +24,9 @@
-
+
+ Platform=x64
+
diff --git a/ai-dev.core.local/Orchestration/LocalOrchestrator.cs b/ai-dev.core.local/Orchestration/LocalOrchestrator.cs
index 738ebbe..1c8604d 100644
--- a/ai-dev.core.local/Orchestration/LocalOrchestrator.cs
+++ b/ai-dev.core.local/Orchestration/LocalOrchestrator.cs
@@ -123,8 +123,7 @@ public async Task> RunAsync(
objective.CorrelationId, state.Iteration, plan.ToolRequests.Count,
modelProfile.ModelId, strategy.MaxParallelTools);
- // 6. Enforce tool-call budget — strategy ceiling and runtime budget are both respected;
- // the tighter of the two wins.
+ // 6. Enforce tool-call budget (the more restrictive of strategy cap and caller budget wins)
var effectiveBudget = strategy.ToolCallBudget > 0
? Math.Min(strategy.ToolCallBudget, state.Budget.MaxToolCalls)
: state.Budget.MaxToolCalls;
diff --git a/ai-dev.ui.winui/Helpers/TitleBarHelper.cs b/ai-dev.ui.winui/Helpers/TitleBarHelper.cs
new file mode 100644
index 0000000..f68720c
--- /dev/null
+++ b/ai-dev.ui.winui/Helpers/TitleBarHelper.cs
@@ -0,0 +1,24 @@
+using Microsoft.UI;
+using Microsoft.UI.Xaml;
+
+using Windows.UI;
+
+namespace AiDev.WinUI.Helpers;
+
+internal partial class TitleBarHelper
+{
+ // workaround as AppWindow TitleBar doesn't update caption button colors correctly when changed while app is running
+ // https://task.ms/44172495
+ public static void ApplySystemThemeToCaptionButtons(Window window, ElementTheme currentTheme)
+ {
+ if (window.AppWindow != null)
+ {
+ var foregroundColor = currentTheme == ElementTheme.Dark ? Colors.White : Colors.Black;
+ window.AppWindow.TitleBar.ButtonForegroundColor = foregroundColor;
+ window.AppWindow.TitleBar.ButtonHoverForegroundColor = foregroundColor;
+
+ var backgroundHoverColor = currentTheme == ElementTheme.Dark ? Color.FromArgb(24, 255, 255, 255) : Color.FromArgb(24, 0, 0, 0);
+ window.AppWindow.TitleBar.ButtonHoverBackgroundColor = backgroundHoverColor;
+ }
+ }
+}
diff --git a/ai-dev.ui.winui/Helpers/UIHelper.cs b/ai-dev.ui.winui/Helpers/UIHelper.cs
new file mode 100644
index 0000000..aae893a
--- /dev/null
+++ b/ai-dev.ui.winui/Helpers/UIHelper.cs
@@ -0,0 +1,167 @@
+using Microsoft.UI.Windowing;
+using Microsoft.UI.Xaml;
+using Microsoft.UI.Xaml.Automation.Peers;
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+
+using Windows.Storage;
+
+namespace AiDev.WinUI.Helpers;
+
+internal class UIHelper
+{
+ static public void AnnounceActionForAccessibility(UIElement ue, string announcement, string activityID)
+ {
+ if (FrameworkElementAutomationPeer.FromElement(ue) is AutomationPeer peer)
+ {
+ peer.RaiseNotificationEvent(AutomationNotificationKind.ActionCompleted,
+ AutomationNotificationProcessing.ImportantMostRecent, announcement, activityID);
+ }
+ }
+}
+// Helper class to allow the app to find the Window that contains an
+// arbitrary UIElement (GetWindowForElement). To do this, we keep track
+// of all active Windows. The app code must call WindowHelper.CreateWindow
+// rather than "new Window" so we can keep track of all the relevant
+// windows. In the future, we would like to support this in platform APIs.
+public partial class WindowHelper
+{
+ static public Window CreateWindow()
+ {
+ var newWindow = new Window();
+ TrackWindow(newWindow);
+ return newWindow;
+ }
+
+ static public void TrackWindow(Window window)
+ {
+ window.Closed += (sender, args) =>
+ {
+ _activeWindows.Remove(window);
+ };
+ _activeWindows.Add(window);
+ }
+
+ static public Window? GetWindowForElement(UIElement element)
+ {
+ if (element.XamlRoot != null)
+ {
+ foreach (Window window in _activeWindows)
+ {
+ if (element.XamlRoot == window.Content.XamlRoot)
+ {
+ return window;
+ }
+ }
+ }
+ return null;
+ }
+ // get dpi for an element
+ static public double GetRasterizationScaleForElement(UIElement element)
+ {
+ if (element.XamlRoot != null)
+ {
+ foreach (Window window in _activeWindows)
+ {
+ if (element.XamlRoot == window.Content.XamlRoot)
+ {
+ return element.XamlRoot.RasterizationScale;
+ }
+ }
+ }
+ return 0.0;
+ }
+
+ static public void SetWindowMinSize(Window window, double width, double height)
+ {
+ if (window.Content is not FrameworkElement windowContent)
+ {
+ System.Diagnostics.Debug.WriteLine("Window content is not a FrameworkElement.");
+ return;
+ }
+
+ if (windowContent.XamlRoot is null)
+ {
+ System.Diagnostics.Debug.WriteLine("Window content's XamlRoot is null.");
+ return;
+ }
+
+ if (window.AppWindow.Presenter is not OverlappedPresenter presenter)
+ {
+ System.Diagnostics.Debug.WriteLine("Window's AppWindow.Presenter is not an OverlappedPresenter.");
+ return;
+ }
+
+ var scale = windowContent.XamlRoot.RasterizationScale;
+ var minWidth = width * scale;
+ var minHeight = height * scale;
+ presenter.PreferredMinimumWidth = (int)minWidth;
+ presenter.PreferredMinimumHeight = (int)minHeight;
+ }
+
+ static public List ActiveWindows { get { return _activeWindows; } }
+
+ static private List _activeWindows = new List();
+
+ static public StorageFolder GetAppLocalFolder()
+ {
+ StorageFolder localFolder;
+ if (!NativeMethods.IsAppPackaged)
+ {
+ localFolder = Task.Run(async () => await StorageFolder.GetFolderFromPathAsync(System.AppContext.BaseDirectory)).Result;
+ }
+ else
+ {
+ localFolder = ApplicationData.Current.LocalFolder;
+ }
+ return localFolder;
+ }
+}
+internal partial class NativeMethods
+{
+ [DllImport("user32.dll", EntryPoint = "SetWindowLong")]
+ internal static extern int SetWindowLong32(IntPtr hWnd, WindowLongIndexFlags nIndex, IntPtr newProc);
+
+ [DllImport("user32.dll", EntryPoint = "SetWindowLongPtr")]
+ internal static extern IntPtr SetWindowLongPtr64(IntPtr hWnd, WindowLongIndexFlags nIndex, IntPtr newProc);
+
+ [DllImport("User32.dll", CharSet = CharSet.Auto, EntryPoint = "SetWindowLongPtr")]
+ internal static extern IntPtr SetWindowLongPtr(IntPtr hWnd, int nIndex, IntPtr dwNewLong);
+
+ [DllImport("User32.dll", CharSet = CharSet.Auto, EntryPoint = "SetWindowLong")]
+ internal static extern IntPtr SetWindowLong(IntPtr hWnd, int nIndex, IntPtr dwNewLong);
+
+
+ [DllImport("user32.dll")]
+ internal static extern IntPtr CallWindowProc(IntPtr lpPrevWndFunc, IntPtr hWnd, WindowMessage Msg, IntPtr wParam, IntPtr lParam);
+
+ internal delegate IntPtr WinProc(IntPtr hWnd, WindowMessage Msg, IntPtr wParam, IntPtr lParam);
+
+ [Flags]
+ internal enum WindowLongIndexFlags : int
+ {
+ GWL_WNDPROC = -4,
+ }
+
+ internal enum WindowMessage : int
+ {
+ WM_GETMINMAXINFO = 0x0024,
+ }
+
+ internal static bool IsAppPackaged
+ {
+ get
+ {
+ try
+ {
+ _ = Windows.ApplicationModel.Package.Current;
+ return true;
+ }
+ catch (InvalidOperationException)
+ {
+ return false;
+ }
+ }
+ }
+}
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+# Focus in a Fragmented World — LLM Dev Studio Enhancement Vision
+
+**Source:** Talk transcript — *"Focus in a Fragmented World: A Developer's Guide to Staying Productive"*
+**Date:** 2026-06-29
+**Status:** Vision / Product Reference
+**Scope:** UX enhancements that help the human in the agentic development loop manage their attention, energy, and cognitive load
+
+---
+
+## Context
+
+LLM Dev Studio orchestrates agentic development loops. Agents do the work autonomously — but humans remain in the loop for decisions, approvals, course corrections, and reviews. The human is often the bottleneck, and that bottleneck degrades as cognitive load increases.
+
+The talk identifies something important: our brains are 50,000-year-old hardware running in an exponentially accelerating world. The app cannot fix that. But it can be designed to *work with* how human attention actually functions rather than against it. Every enhancement in this document is about how the app surfaces work back to the human — when, how, and in what quantity — to keep that human effective across a full working day.
+
+---
+
+## 1. Focus Session Inbox
+
+**Problem:** When multiple agents complete tasks or need human input simultaneously, the natural instinct is to surface each request immediately. But each interruption forces a context switch. Rebuilding a mental model after even a brief distraction is expensive — the brain must reconstruct context largely from scratch, consuming oxygen, glucose, and attention budget that can't be recovered.
+
+**Insight from the talk:** The cost of an interruption is not the interruption itself — it's the rebuild time afterward. Batching human-required actions into a scheduled window dramatically reduces the total number of context rebuilds in a day.
+
+**App Vision:** Introduce a Focus Session mode. When active, the app holds incoming human-in-the-loop requests — approvals, input prompts, review flags, decision points — in a dedicated inbox rather than surfacing them immediately. At the end of a configured focus session (or on explicit user request), the inbox is presented as a single batched review. The human clears it in one cognitive session rather than being interrupted ten times throughout the day. The inbox should be clearly visible as a count indicator so the human can see work is accumulating without being pulled into it.
+
+---
+
+## 2. Time-of-Day Task Routing
+
+**Problem:** Not all agentic tasks require the same cognitive effort from the human. Reviewing an architectural decision at 4pm — after a day of context switches and agent outputs to validate — produces worse results than reviewing it at 9am. Yet the app currently surfaces work as it becomes available, not when the human is best equipped to handle it.
+
+**Insight from the talk:** The speaker schedules difficult code reviews first thing in the morning when mental bandwidth is highest, and lighter processing tasks after lunch. The same principle applies here: investigation and decision tasks belong in the human's peak hours; approvals, monitoring, and digests belong in lower-energy windows.
+
+**App Vision:** Allow users to configure a daily time-of-day profile in Preferences — for example, "Investigation / Decision" in the morning, "Review / Approval" at midday, "Digest / Monitor" in the afternoon. The app uses this profile to hold and surface agent outputs at the appropriate window rather than immediately. A "business investigation" kicked off by an agent at 2pm would be queued to surface the next morning during the user's high-cognition window. The profile should be optional and overridable per task.
+
+---
+
+## 3. Agent Concurrency Guardrails
+
+**Problem:** Running multiple agents simultaneously feels productive. It looks like parallelism. But every active agent thread that needs human attention creates a competing mental context. The human is not truly parallel — they are context-switching between agent threads, and each switch has the same cognitive rebuild cost as any other interruption. The feeling of throughput masks the reality of degraded quality.
+
+**Insight from the talk:** The speaker identifies starting three simultaneous agents as "maximising context switching" — worse than the pre-AI era. The problem is not the agents running in parallel; it's the human being expected to track, review, and steer multiple threads at once.
+
+**App Vision:** Surface a soft concurrency signal in the Agent Dashboard. When the number of active agents awaiting human input exceeds a configurable threshold (default: 2), show a visible indicator — not a blocker, but a nudge. Optionally, allow a Focus Mode setting that restricts the human inbox to one active agent thread at a time, queuing others until the current thread is resolved. This gives the human the productivity benefits of parallelism without demanding parallel human cognition.
+
+---
+
+## 4. Context Preservation on Task Switch
+
+**Problem:** When a human switches between agent tasks — to answer an urgent question, to review another agent's output, or simply because the workday interrupted — they lose the mental model they had built around the task they were on. Returning to it means rebuilding that model, often from incomplete notes or stale memory.
+
+**Insight from the talk:** The speaker recommends a "ramp-out" practice: before switching contexts, leave a deliberate breadcrumb — a broken build line, a half-written note, anything that tells future-you exactly where you were and what you were thinking. On return, the breadcrumb becomes a ramp-in that dramatically reduces rebuild cost.
+
+**App Vision:** When a user navigates away from an active agent task (or closes a session), prompt them with a lightweight "Where were you?" capture — a one-line note or a structured "next action" field that is surfaced prominently when they return. This is distinct from the agent's own memory; it is the human's mental state at the point of leaving. On return, display the note as the first thing seen before any agent output. Make the ramp-in/ramp-out prompt optional and dismissible but present by default.
+
+---
+
+## 5. Daily Frog Surfacing
+
+**Problem:** When a user opens the app, they are presented with the full state of everything — all agents, all tasks, all outstanding items. The most important thing to work on is buried in volume. The human defaults to whatever feels tractable rather than whatever is most valuable, and the hardest task gets deferred until cognitive energy is lowest.
+
+**Insight from the talk:** "Eat the frog" — identify the hardest, most important task first thing and start there, when mental bandwidth is highest. The frog task is often the one humans most want to avoid, which is exactly why it should surface first.
+
+**App Vision:** When the user opens the app each morning (or starts a new session), surface a single "Today's Frog" — the most important outstanding human-required task, surfaced above all other content. The frog candidate is determined by a combination of priority, agent dependency (blocking other agents), and age. The user can dismiss it, defer it, or accept it. If accepted, the Focus Session Inbox is pre-configured around that task for the morning window. This is not a mandatory workflow — it is a daily nudge designed to prevent the most important work from being permanently deprioritised.
+
+---
+
+## 6. Energy-Aware Task Queueing
+
+**Problem:** The app treats all human-required tasks as equivalent in cognitive cost. An architectural decision, a code review, a simple approval, and a digest read-through are not the same. Stacking high-drain tasks back-to-back depletes the human faster than the schedule suggests. By mid-afternoon, a technically "available" human may be producing significantly degraded output without realising it.
+
+**Insight from the talk:** The "traffic light" method classifies tasks as red (draining), yellow (neutral), or green (recharging). The goal is not to eliminate red tasks but to ensure green tasks are interspersed, preventing a continuous drain that exhausts capacity before the day ends.
+
+**App Vision:** Allow task types to carry an energy cost tag — configurable in Preferences (e.g., "Architecture Decision = High", "Approval = Low", "Digest = Recharge"). The app's task queueing uses these tags to avoid presenting a sequence of red tasks without a break. When the day's queue is heavily red, surface a gentle signal ("High-load session ahead") and optionally suggest reordering. Over time, surface energy patterns in Insights — allowing the human to see which task types are consistently draining and restructure their workflow accordingly.
+
+---
+
+## 7. Procrastination Friction for Deferred Tasks
+
+**Problem:** Some tasks appear repeatedly in the Planning board without progressing. The human keeps deferring them. This is rarely laziness — the talk is explicit that procrastination is the brain protecting itself from something aversive: anxiety, ambiguity, fear of failure, or simple boredom. The task feels like a mountain, so the brain routes around it.
+
+**Insight from the talk:** Two effective strategies: make the procrastinated task smaller (break the big frog into smaller frogs), and reframe the task's narrative (replace a negative framing with a neutral or positive one). Getting started is the hardest part — even five minutes working on something breaks the avoidance pattern.
+
+**App Vision:** When a task has been deferred more than a configurable number of times, surface two options alongside it: (1) a "Break it down" prompt that invokes an agent to decompose the task into smaller sub-tasks the human can approve, and (2) a "Reframe" prompt that uses an agent to suggest a more approachable framing or starting point. Neither forces action — they reduce the activation energy required to begin. Additionally, surface a "5-minute start" option: the human commits to spending five minutes on the task, after which the app asks whether to continue or re-queue it.
+
+---
+
+## 8. Meeting Prep and Capture
+
+**Problem:** Developers leave meetings drained because they are not in active cognitive engagement — they are passively receiving information their brain cannot connect to existing context. On the way in, relevant agent outputs are not surfaced. On the way out, decisions made in the meeting are not captured back into the workflow, leaving agents working with stale information.
+
+**Insight from the talk:** Active listening — asking questions, taking notes in your own words, staying cognitively engaged — dramatically reduces post-meeting fatigue and improves retention. The preparation for this is having enough context coming in that you can form questions at all.
+
+**App Vision:** When a calendar event is approaching (or the user manually triggers a meeting prep), the app generates a digest of relevant agent activity, open decisions, and outstanding items connected to the meeting's context. This is surfaced as a Meeting Brief in the Digest or Journal. After the meeting, a lightweight capture prompt invites the user to record key decisions, action items, or direction changes — which are then fed back into the relevant agent contexts. This closes the loop between human decisions made offline and the agents acting on them.
+
+---
+
+## 9. Wellbeing Pacing Signals
+
+**Problem:** Unlike code, human cognitive capacity is not visible. There is no dashboard showing that the human is running at 20% capacity after five hours of high-drain tasks. The app has no model of the human's current state — it surfaces work at the same rate regardless of whether the human is fresh or exhausted.
+
+**Insight from the talk:** The talk closes with a reminder that humans are not robots. Prolonged stress causes cortisol to accumulate, which progressively impairs the prefrontal cortex — the planning and impulse-control centre. A human who has been in high-drain mode for hours is physiologically less capable of good decisions, regardless of how productive the schedule looks.
+
+**App Vision:** Track a lightweight proxy for cognitive load across a session: number of decisions made, context switches completed, consecutive high-drain tasks, and session duration without a break. Surface a pacing signal in the app header when the session load is high — not an alert, not a blocker, just a visible indicator that the human may be in degraded-output territory. Pair this with a "Take a break" suggestion that temporarily pauses inbox delivery. Over time, surface session-level patterns in Insights: which days see the heaviest human decision load, whether that correlates with poorer task outcomes, and what schedule changes might help distribute load more evenly.
+
+---
+
+## Summary
+
+These nine enhancements share a single underlying principle: **the app should be a scheduling and pacing layer between the agents and the human, not a firehose**. Agents are fast. Humans are finite. The app's job is to mediate that mismatch — surfacing the right work at the right time, in the right cognitive context, without exhausting the human who remains irreplaceable in the loop.
+
+None of these are about making the human work harder. They are about making it easier for the human to do their best work on the things that matter most.