learn
Skill9 starsChanged 6 months agoApache-2.0View on GitHub
The agent's cross-session notebook at ~/.kinclaw/learned.md, organized by bundle_id / topic. The kernel reads it at every boot and injects it into the system prompt (when it outgrows the prompt budget you see a topic index plus the newest notes — use action=recall for the rest).
195 other projects use a version of this.
Adopted by
Most recently taken up by
- Doist/todoist-aitheir own version, first seen Nov 9, 2026
- Doist/todoist-clitheir own version, first seen Nov 8, 2026
- HughYau/AcademicForgetheir own version, first seen Nov 8, 2026
- dimsedra/skillstheir own version, first seen Nov 8, 2026
- rajanrx/skillstheir own version, first seen Nov 8, 2026
- edwinidrus/dragonhoardtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use add-anydoc, add-clidash and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
TomGranotSkilladd-anydoc
Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when agents need to read attached Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, or text-based PDF files without uploading them to a hosted parser.
Also in 5 projects that use this
TomGranotSkilladd-clidash
Add clidash — a zero-dependency, read-only web dashboard that derives its tabs and tables at runtime from any CLI that lists resources as JSON. Ships pre-wired for NanoClaw's ncl CLI (agent groups, sessions, channels, users, roles), plus message-activity charts, a log tail, and a read-only file viewer for group skills/CLAUDE.md/profiles.
Also in 5 projects that use this
seek888Skillopen-gstack-browser
Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in. Opens a visible browser window where you can watch every action in real time. The sidebar shows a live activity feed and chat. Anti-bot stealth built in. Use when asked to "open gstack browser", "launch browser", "connect chrome", "open chrome", "real browser", "launch chrome", "side panel", or "control my browser". Voice triggers (speech-to-text aliases): "show me the browser".
Also in 11 projects that use this
Saqlain-811Skillios-sync
Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)
Also in 6 projects that use this
MicrosoftSkilladd-codex
Use Codex (CLI + AppServer) as the full agent provider — planning, tool orchestration, native compaction, MCP tools, session resume — in place of the Claude Agent SDK. ChatGPT subscription or OPENAI_API_KEY. Per-group via agent_provider. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).
Also in 6 projects that use this
MicrosoftSkilladd-deltachat
Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.
Also in 6 projects that use this
- +5 more from TomGranot
- +1 more from microsoft
Other versions195 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 195
- garrytan/gstack★ 141ksame name
- rohitg00/ai-engineering-from-scratch★ 78ksame name
- gavrielc/nanoclaw★ 31ksame name
- nanocoai/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- tigerless-labs/autoharness★ 11ksame name
- tw93/claude-health★ 7.5ksame name
- tw93/Waza★ 7.5ksame name
- nykooi1/vibe-wise★ 3.5ksame name
- HughYau/AcademicForge★ 2.6ksame name
185 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- app_open_cleanSkill
- browser_sessionSkill
- cerebellumSkill
- git_commitSkill
- imsg_sendSkill
- locationSkill
- mail_draftSkill
- music_pauseSkill
- music_playSkill
- notes_attach_imageSkill
- notes_checklistSkill
- notes_export_pdfSkill
- notes_formatSkill
- notes_move_to_folderSkill
- notes_pinSkill
- notes_tableSkill
- sttSkill
- summarizeSkill
- translateSkill
- ttsSkill
- weatherSkill
- webSkill
The file
Files
learn — append to the cross-session notebook
KinClaw's persistence layer for Genesis Protocol. Every successful
task or hard-won failure is an opportunity to make next session
smarter. This skill is the standardized way to write into
~/.kinclaw/learned.md — kernel auto-loads that file at boot and
injects it into the agent's system prompt. (Until v1.18 this skill wrote
to ~/.localkin/learned.md while the kernel read ~/.kinclaw/ — the
kernel still reads the old file so nothing written there is lost.)
Idempotent
Calling learn with the same topic + note twice is a no-op. Safe to
spam without polluting the notebook.
Examples
learn topic=com.apple.calculator note="AX tree depth ≥ 6 to see number buttons"
learn topic=com.apple.Notes note="cmd+N more reliable than ui click 'New Note'"
learn topic=com.apple.reminders note="ui click description='Add Reminder' fails with AXError -25205; use cmd+N + type"
learn topic="Common: focus protection" note="osascript activate from Terminal-driven KinClaw rarely takes frontmost"
learn action=list
learn action=recall topic=com.apple.NotesWhy a SKILL.md and not native
Pure shell + awk. No Go state. The notebook lives at a known path that the kernel already reads — this skill is just an idempotent append helper. Nothing here belongs in the kernel.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

