v1.32.0

What's Changed

• V1.9.0-alpha · 用例多格式导出(xmind/markmap/opml) by @Wool-xing in #30
• V1.10.0-alpha · 4 层自检 + 精髓库三重防线 + 字体粗细 by @Wool-xing in #31
• V1.11.0-alpha · 同步铁律批改 + BugTracker/多端 canon + n7 修 by @Wool-xing in #32
• V1.12.0-alpha · tagent init 配置自动组装 · 5 分钟从 0 到可跑 by @Wool-xing in #33
• V1.13.0-alpha · tagent demo + README hero 重写 + 30 秒 demo 录制脚本 by @Wool-xing in #34
• V1.14.0-alpha · 5 核心 expert 真 LLM 落地 + 录制脚本 by @Wool-xing in #35
• chore: V1.14 HANDOFF 报告归档 by @Wool-xing in #36
• Bundle2 Sprint W1→W5-1: anti-mock closure + path guards + LLM smoke + CLI hardening by @Wool-xing in #37
• docs(charter): 协作宪章三层结构 v1 实例化层 by @Wool-xing in #38
• fix(bundle2-W5-2): api_security_scanner env-var gate + SSRF metadata opt-in by @Wool-xing in #39
• docs(charter): v2 self-contained — explicit 7 mechanisms + violation marking by @Wool-xing in #40
• feat(charter): §1.3 f 闸加 f5/f6 — 置信度标注 + 假阳性过滤 by @Wool-xing in #42
• fix(bundle2-W5-3): db_test_helper SQL 加固 — env gate + identifier 白名单 by @Wool-xing in #41
• fix(bundle2-W5-4): ai_adversarial jailbreak gate + opt-in kwarg by @Wool-xing in #43
• fix(bundle2-W5-5): desktop_driver AppleScript 注入加固 + macOS platform gate by @Wool-xing in #44
• docs(security): 加测试工具准入控制节 — utils env-var gate 总览 by @Wool-xing in #45
• fix(顺路-#6): desktop_driver 跨平台 driver 路径校验 (W5-5 衍生) by @Wool-xing in #46
• feat(顺路-#3): test_llm_jailbreak refusal 检测 binary → confidence by @Wool-xing in #47
• fix(W7-1): tagent.yml schema split-brain 统一 by @Wool-xing in #48
• chore(W7-2): CHANGELOG 切 v1.14.0-alpha — 13 alpha 归节 by @Wool-xing in #49
• docs(W7-d): FULL_GUIDE 1252 行拆 7 块到 docs/charter/ by @Wool-xing in #50
• fix(L2-A): generate_report.py docx ImportError → graceful skip by @Wool-xing in #51
• fix(L2-C): selftest rollout 节点视为 graceful skip (tolerant 模式) by @Wool-xing in #52
• fix(L2-B): knowledge_base _is_postgres psycopg ImportError → graceful False by @Wool-xing in #53
• fix(W4-5): install.sh Windows 兼容 + tagent demo 编码兜底 by @Wool-xing in #54
• docs(顺路): 协作宪章 L396 状态更新 + README docs/charter/ 行 by @Wool-xing in #55
• feat(顺路-B): test_prompt_injection confidence 化 by @Wool-xing in #56
• docs(顺路-C): 引用迁移最小版 (architecture/runtime → docs/charter/) by @Wool-xing in #57
• feat(顺路-D): ai_adversarial LLM-as-judge — refusal/injection 语义判断 by @Wool-xing in #58
• fix(deps): websocket-client 1.7.0 → 1.8.0 (selenium 4.43 compat) by @Wool-xing in #60
• fix(deps): Linux Py3.12 install.sh 完整通 (Bug B+C, closes #59) by @Wool-xing in #61
• fix(install): CN PyPI 镜像自动检测 + 预期时长文档化 (A + E) by @Wool-xing in #62
• chore(agent): 16 agent 加 EXPERT_IMPL_STATUS frontmatter (诚实化 X1) by @Wool-xing in #63
• chore(skill): 32 skill 加 SKILL_IMPL_STATUS frontmatter (诚实化 X2) by @Wool-xing in #64
• fix(agent): EXPERT_IMPL_STATUS 校正 4 项 (对齐 ROADMAP + runtime) by @Wool-xing in #65
• docs(honesty): X3 README/ROADMAP 数字诚实化 (16 expert + 32 skill 拆分) by @Wool-xing in #66
• feat(runtime): X4 防 mock 闭环 — registry 单源 + router warn + orchestrator hard block (expert+skill) by @Wool-xing in #67
• fix(router): stub DAG 5 path 末统一 test-lead 决策 (主宪章 §40 对齐, 修 #12 baseline) by @Wool-xing in #68
• docs(case-study): 2026-05-15 诚实化 + 防 mock 闭环 V1.14.0-alpha+1 (6 PR 实施记) by @Wool-xing in #69
• feat(ci): macos-latest install.sh 端到端 + LOCAL_SRC dev mode by @Wool-xing in #70
• feat(agent): V1.15.0-alpha env-manager LLM-driven minimum viable by @Wool-xing in #71
• feat(agent): V1.16.0-alpha mobile-tester LLM-driven minimum viable by @Wool-xing in #72
• test(agents): 7 AgentRunner 专项 unit test (V1.16-followup, 22 case 参数化) by @Wool-xing in #73
• feat(agent): V1.17.0-alpha visual-tester LLM-driven minimum viable by @Wool-xing in #74
• feat(agent): V1.18.0-alpha system-tester LLM-driven minimum viable by @Wool-xing in #75
• feat(agent): V1.19.0-alpha pentest-tester LLM-driven minimum viable by @Wool-xing in #76
• feat(agent): V1.20.0-alpha automotive-tester LLM-driven minimum viable (V1.x rollout 收尾) by @Wool-xing in #77
• feat(skill): V1.21.0-alpha SkillRunner 基础设施 + pentest-coordinator 首 skill LLM-driven by @Wool-xing in #78
• feat(llm): 多 provider 通用 env 通道 + stub 扩 4 path + 厂商配置 cookbook by @Wool-xing in #79
• docs(readme): 多 provider 卖点上 README + ZH 数字校准 + cookbook hero block by @Wool-xing in #80
• feat(cli): V1.22.0-alpha tagent config CLI — 多模型 onboarding Step 2 by @Wool-xing in #81
• ship: V1.31.0-alpha — ALL 14/14 skill rollout complete by @Wool-xing in #93
• fix: sync versions and counts across 15 files post-V1.31 rollout by @Wool-xing in #94
• docs: fill CHANGELOG V1.15→V1.31 + ROADMAP progress table gaps by @Wool-xing in #95
• fix: sync stale rollout/skill counts and version refs across 7 files (round 3 audit) by @Wool-xing in #96
• chore: remove -alpha suffix from all version strings (V1.31.0 release) by @Wool-xing in #97
• feat: cross-platform desktop GUI with Electron + PyInstaller packaging by @Wool-xing in #98
• fix(desktop): use SPECPATH instead of file in PyInstaller spec by @Wool-xing in #100
• fix(desktop): use os.path.dirname instead of pathlib in PyInstaller spec by @Wool-xing in #101
• fix(desktop): use .parent.parent from spec dir for project root by @Wool-xing in #102
• fix(desktop): use os.getcwd() in spec + add debug listing in CI by @Wool-xing in #103
• fix(ci): use npm install instead of npm ci (no lockfiles) by @Wool-xing in #104

Full Changelog: v1.8.0-alpha...v1.32.0

v1.8.0-alpha · Mega Merge

V1.0.0 → V1.8.0-alpha · 8 轮迭代合并 · 7 个月工程实践成果。

Highlights

• runtime/ 全栈运行时(LiteLLM 多 LLM + Prefect/Direct 编排 + FastAPI + Typer + Postgres/pgvector + MinIO + OTel)
• MCP 6 件套(test-orchestrator + protocol-adapter + evidence-vault + defect-tracker + knowledge-base + compliance-checker)
• Web UI MVP(Vite+React+shadcn,4 页 + Playwright L2 测试)
• 教学层(exec/learn/silent 三模式 + zh/en/zh-en 三语 + Theory KB 13 大类 + 22 卡 + 反幻觉 3 层)
• 垂直专家:渗透 7 skill / 车载 5 skill / + 2 新 expert
• Marketplace 4 lane(skills/agents/mcp/hooks · 4 关安全门)
• Essence 自动汲取(scheduler 触发 + LLM delta 萃取)

数字

• 16 expert | 34 skill | 49 utils | 22 KB cards | 31 charter sections | 7 essence library entries

派生精髓

• hermes-agent · 封闭学习循环
• gbrain · KB 自连图谱
• karpathy-skills · LLM 写代码 4 原则
• everything-claude-code · harness-first
• pentagi + shannon · 渗透 agent
• build-your-own-x · 深度学习路径

完整 changelog

详见 CHANGELOG.md。