p10ns11yp10ns11y/skills/cursor-transcript-harvest/SKILL.md

cursor-transcript-harvest

Skill2 starsChanged 40 days agoMITView on GitHub

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.

In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- adversarial-auditSkill
- agentic-reactorSkill
- agent-orchestratorSkill
- ai-optimizationSkill
- architecture-synthesisSkill
- audit-allow-buildsSkill
- audit-ide-dependenciesSkill
- author-workflow-skillSkill
- bdd-strategizerSkill
- chrome-extension-mv3Skill
- concurrent-cli-agentsSkill
- control-feederSkill
- control-graphSkill
- cv-promote-guardSkill
- devcontainer-hardenedSkill
- dual-copy-skill-publishSkill
- explore-repo-readonlySkill
- finder-reactorSkill
- fix-dependency-securitySkill
- fusion-sageSkill
- git-worktreesSkill
- grok-host-prepSkill
- gt-flowSkill
- higher-order-decision-architectSkill
- looperSkill
- master-plannerSkill
- mvu-refactor-planSkill
- odysseus-navigatorSkill
- project-editor-profileSkill
- react-client-expertSkill
- semantic-markup-cssSkill
- semantic-nameSkill
- session-unit-orderSkill
- shell-kernel-ontologySkill
- skill-rename-propagationSkill
- split-to-prsSkill
- src-tree-reorganizeSkill
- stellar-roadmapSkill
- stellar-spacemapSkill
- subagent-delegationSkill
- subagent-explore-reportSkill
- supply-chain-hardenSkill
- tauri-agenticSkill
- tauri-ipc-debugSkill
- tidy-commit-pushSkill
- upgrade-packagesSkill
- verification-cockpitSkill
- x-agent-resourcesSkill

The file

We split this skill into the rules it gives an agent

3 rules. About 0 are common, 0 are distinctive, and 3 are very specific to this project.

≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.

Common
Distinctive
Very specific

Very specific:
Run on the host where agent data lives (~/.cursor/projects, ~/.grok/sessions, VS Code/Cursor globalStorage), not inside a devcontainer-only …
line 11
Very specific:
Prefer distill for workflow/skill/rule drafts (docs/DISTILL.md).
line 63
Very specific:
Do not commit data/raw, data/processed, data/distill, zips, or data/manifest.jsonl.
line 67

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.

Files

SKILL.md

Agent transcript harvest

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.

Full harvest → distill

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.

Selective harvest

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

After harvest

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.
Optional gold tags: pnpm tag-manifest -- --tag gold --session-id <uuid>.
Prefer distill for workflow/skill/rule drafts (docs/DISTILL.md).

Privacy

Do not commit data/raw, data/processed, data/distill, zips, or data/manifest.jsonl. See .cursor/rules/data-privacy.mdc.

Legacy: insights / suggest-artifacts

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.

Reference

docs/PIPELINE.md
docs/DISTILL.md
docs/AGENT_SOURCES.md
docs/GOLD_SESSIONS.md
docs/DEFERRED_SKILLS.md

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Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

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