菜单
Harvest Cursor, Grok Build, Kilo, and Cline agent transcripts into agent-prompt-tuning-lab: pnpm harvest:all, seed-manifest, env vars, and gold tagging. Use when collecting or re-indexing local agent JSONL for this repo.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/p10ns11y/skills --skill cursor-transcript-harvest命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Engineering-judgment overlay for control-graph + eva-emptiness: diagnose Odysseus mistakes (Cyclops leak, Sirens rewrite, Helios prod, Circe overbuild, Winds unbounded, Scylla big-bang, ignored prophecy), prescribe professional antidotes, and gate Odysseus spirits (Metis, endurance, curiosity, leadership) so the ship still reaches Ithaca. Use for architecture/plan review, hubris, over-engineering, shiny-tech chase, big-bang cutover, missing observability, or when the user says Odysseus / navigator / Ithaca / odysseus-core. Not domain product logic.
Pre-control-graph feeder: rewrite a dumped prompt, pick tools/plugins/skills, then route light vs control-graph Outer vs EVA Inner. Use when starting from a paste, --prompt-file, --prompt-json, -p/--single, or a messy dump before opening a Control Card. Triggers: control-feeder, /control-feeder, dumped prompt, rewrite wording, feed the graph, pre-control, prompt feed.
Agent control-plane as a graph: outer state machine (or cyclic loop) over named phases, nested inner DAGs or bounded sub-loops, hard budgets, HITL pause gates, and multi-model routing (fast/explore/coding/deep/review). Use for multi-step agent cycles, unbounded-ReAct risk, model routing, structured loops — not domain product logic. Formerly "looper". Composes with agent-orchestrator, subagent-delegation, fusion-sage, concurrent-cli-agents. Triggers: control-graph, looper, state machine, SM+DAG, loop card, model routing, cognitive load, CLT, cognitive strain, load balance.
基于 SOC 职业分类
正在显示 SKILL.md
| name | cursor-transcript-harvest |
| description | Harvest Cursor, Grok Build, Kilo, and Cline agent transcripts into agent-prompt-tuning-lab: pnpm harvest:all, seed-manifest, env vars, and gold tagging. Use when collecting or re-indexing local agent JSONL for this repo. |
Run on the host where agent data lives (~/.cursor/projects, ~/.grok/sessions, VS Code/Cursor globalStorage), not inside a devcontainer-only shell unless harvesting those paths.
cd /path/to/agent-prompt-tuning-lab # repo root
pnpm harvest:all
pnpm normalize # --source all
pnpm split
pnpm rhai-host:build
pnpm distill-sessions -- --pilot --llm grok
pnpm distill-workflows -- --run-dir data/distill/<run-id>
# review drafts/, then:
pnpm install-distill -- --run-dir data/distill/<run-id> --profile personal-skills
harvest:all = Cursor host --all --unpack + devcontainer unpack + Grok/Kilo/Cline convert+unpack.
Cursor subagent files land at:
data/raw/host/<YYYYMMDD>/<workspace-slug>/<parent-session-id>/subagents/<subagent-id>.jsonl
Grok/Kilo/Cline land under data/raw/{grok,kilo,cline}/… as Cursor-shaped JSONL. See docs/AGENT_SOURCES.md.
pnpm harvest:cursor
pnpm harvest:agents
pnpm harvest:grok
pnpm harvest:kilo
pnpm harvest:cline
pnpm harvest:host -- --all --unpack
CURSOR_REPO_NAMES=my-app,other-repo pnpm harvest:host -- --unpack
pnpm harvest:devcontainer -- --unpack
| Variable | Purpose |
|---|---|
CURSOR_PROJECTS_HOST | Override ~/.cursor/projects |
CURSOR_REPO_NAMES | Comma-separated slug fragments |
CURSOR_TRANSCRIPTS_DEVCONTAINER | Override devcontainer transcripts path |
GROK_SESSIONS_ROOT | Override ~/.grok/sessions |
KILO_TASKS_ROOT | Override Kilo tasks/ directory |
CLINE_TASKS_ROOT | Override Cline/Roo tasks/ directory |
pnpm seed-manifest — usually auto-run after unpack; appends manifest rows (parent_session_id for subagents; agent from sidecars).pnpm normalize — default --source all. Use pnpm normalize:host for Cursor-only.pnpm tag-manifest -- --tag gold --session-id <uuid>.Do not commit data/raw, data/processed, data/distill, zips, or data/manifest.jsonl. See .cursor/rules/data-privacy.mdc.
Secondary path (histograms + bundle drafts): pnpm insights, then node scripts/suggest-artifacts.mjs --bundle personal --llm grok, review, --apply, then node scripts/install-artifacts.mjs --target <repo> --bundle personal. Skip niche ideas — see docs/DEFERRED_SKILLS.md.