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prompt: release-advisory-tier library PRs open (Heart#75, Build#153) corrective-red; +autonomy_log
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active.md

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- branch: feature/release-advisory-tier-slow-scripts
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- note: mode=release advisory tier — TIMEOUT_ADVISORY status + advisory.yaml registry so a declared-slow real-search timeout is YELLOW not integrate-RED; non-advisory timeout stays RED. Heart owns policy (validate.py/readiness.py/workspace-validation.yml), Build owns runner (result_collector/build_util/run_python/aggregate_results). The path to a shippable mode=release YELLOW after PyAutoHeart#72's real bugs. Cross-ref PyAutoHeart#72.
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- autonomy: supervised (--auto launched 2026-07-14; effective=supervised; implementation approved in-session)
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- status-detail: IMPLEMENTED+VERIFIED, ship parked at Heart-RED gate (leg 4). Build: result_collector/build_util/run_python/aggregate_results (+test_advisory_tier). Heart: validate.py/readiness.py/workspace-validation.yml/docs +tests. Unit green (Build advisory 20p; Heart validate+readiness 99p; full Heart 268p); E2E via run_python verified (undeclared timeout→exit1/RED; advisory-only→exit0; aggregate ready True). Pre-existing unrelated Build fail: test_pre_build_skill (admin_jammy/PyAutoBrain manifest drift, fails on clean main).
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- ship-blocked: Heart RED (score 10). red_reasons at launch: [1] "PyAutoArray: on branch feature/ticks-minus-in-math (not main)" — unrelated sibling; [2] "release validation FAILED (stage integrate)" — the structural release-tail RED this feature is the sanctioned fix for. --auto cannot acknowledge RED; awaiting explicit human authorization of the corrective-PR exception naming reason [2].
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- followup: seed config/build/advisory.yaml in *_test workspaces (re-val #3/#4 flip-flop population) = ship_workspace task; mechanism is a graceful no-op until seeded.
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- status: library-shipped, workspace-pending (corrective-red PR-open; merge stays human)
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- library-pr:
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- PyAutoHeart#75: https://github.com/PyAutoLabs/PyAutoHeart/pull/75
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- PyAutoBuild#153: https://github.com/PyAutoLabs/PyAutoBuild/pull/153
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- status-detail: IMPLEMENTED+VERIFIED+SHIPPED-to-PR. Build: result_collector/build_util/run_python/aggregate_results (+test_advisory_tier) commit 8e502f4. Heart: validate.py/readiness.py/workspace-validation.yml/docs +tests commit eeb41df. Unit green (Build 118p; full Heart 268p); E2E via run_python verified (undeclared timeout→exit1/RED; advisory-only→exit0; aggregate ready True). Pre-existing unrelated Build fail: test_pre_build_skill (admin_jammy/PyAutoBrain manifest drift, fails on clean main).
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- corrective-red:
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- reason: release validation FAILED (stage integrate)
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- authorization: in-session human "go --auto" + explicit corrective-PR authorization 2026-07-14
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- scope: PR-open on Heart#75 + Build#153 only; no merge, no release. Other RED reason (PyAutoArray on feature/ticks-minus-in-math) is unrelated sibling, untouched — Heart stays RED.
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- followup: seed config/build/advisory.yaml in *_test (+ user) workspaces (re-val #3/#4 flip-flop population) — IN PROGRESS this session per human direction; mechanism is a graceful no-op until Build#153 merges + workspaces seeded.
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- repos:
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- PyAutoHeart: feature/release-advisory-tier-slow-scripts
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- PyAutoBuild: feature/release-advisory-tier-slow-scripts

autonomy_log.md

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| 2026-07-14 | aggregator-quick-fit-consolidation (autolens_workspace#274) | corrective-red (human-authorized) | tests n/a (workspace, no pytest) / smoke ordered guides/results under env_vars_release.yaml 14/14 pass (was 2 IndexError) + both fits 300 samples + identifier aceb0b5a matches _quick_fit primary / review self CLEAN (62de0068, 8 files +90/−22, 4 scripts + 4 regenerated notebooks) / heart RED (`release validation FAILED (stage integrate)` + 6 siblings) | corrective (PR#275 open pending-release; authorization issuecomment-4969425505; clears only aggregator/cluster-E portion; siblings remain — Heart stays RED; no merge/release) |
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| 2026-07-14 | aggregator-quick-fit-consolidation (autolens_workspace#274) | corrective-red (human-authorized) | tests n/a (workspace) / smoke ordered guides/results env_vars_release.yaml 14/14 + PR CI smoke 3.12/3.13 green + navigator + catalogue staleness green / review self CLEAN (62de0068) / heart RED (`release validation FAILED (stage integrate)` + 6 siblings) | merged-unchanged (corrective PR#275 squash-merge c17ddfa5 by explicit human direction; issue #274 kept open; fresh wheels + release-integration rerun + new Heart verdict required; siblings remain — Heart stays RED; no release) |
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| 2026-07-14 | multi-start-gradient-search (PyAutoFit#1369) | supervised | tests full test_autofit/ 1479 passed / 1 skipped (incl. 4 new test_multi_start_gradient plumbing) + mle/optimize subtree 7/7 + JAX e2e MultiStartAdam recovers truth basin (jax 0.10.2/optax 0.2.5) + to_dict/from_dict round-trips / smoke n/a (library, no downstream script surface — workspace_test validation deferred behind library-first gate) / review self CLEAN (new mle/multi_start_gradient module + 3-line __init__ export + 1-line pyproject optax dep + new test file; scope-clean, mirrors mle/bfgs) / heart RED (`release validation FAILED (stage integrate)` + PyAutoGalaxy/PyAutoLens 1 behind origin — pre-existing release-tail, unrelated to branch) | parked (impl COMPLETE + verified, UNCOMMITTED in worktree; blocked by Heart RED; issuecomment-4969542593; corrective-PR exception N/A — new feature repairs no named RED reason; no commit/push/PR) |
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| 2026-07-14 | release-advisory-tier-slow-scripts (PyAutoHeart#74) | supervised → corrective-red (human-authorized) | tests Heart 268p + Build 118p (1 pre-existing unrelated deselect: test_pre_build_skill admin_jammy/PyAutoBrain manifest drift, fails on clean main) / smoke n/a (Heart+Build tooling, no workspace scripts changed) / review self CLEAN (both diffs, scope-clean; +E2E run_python: undeclared timeout→exit1/RED, advisory-only→exit0, aggregate ready True) / heart RED (`release validation FAILED (stage integrate)` + `PyAutoArray on feature/ticks-minus-in-math` unrelated sibling) | corrective (PR-open: PyAutoHeart#75 + PyAutoBuild#153 pending-release; authorization in-session; this feature is the structural fix for `release validation FAILED (stage integrate)`; siblings remain — Heart stays RED; no merge/release; workspace advisory.yaml seeds follow) |

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