Extract
alirezarezvani/claude-skills
Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.
Analyze conversations to extract reusable skill patterns. An agent skill from fastclaw-ai/fastclaw.
Custom licenceAuto-check passed
Install Fastclaw Skill Learner
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learner --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/fastclaw-skill-learner .claude/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .claude/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learnerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/fastclaw-skill-learner .agents/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .agents/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/fastclaw-skill-learner .cursor/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .cursor/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/fastclaw-ai/fastclaw.git --path skills/fastclaw-skill-learner--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/fastclaw-skill-learner .gemini/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .gemini/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learnerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/fastclaw-skill-learner .github/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .github/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install fastclaw-ai/fastclaw fastclaw-skill-learner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/fastclaw-skill-learner .opencode/skills/fastclaw-skill-learner && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "fastclaw-skill-learner" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/fastclaw-skill-learner into .opencode/skills/fastclaw-skill-learner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fastclaw-skill-learner", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
fastclaw-skill-learner- GitHub stars
- 1.4k
- Token cost
- ~634 tokens
- SKILL.md length
- 290 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Analyze conversations to extract reusable skill patterns. An agent skill from fastclaw-ai/fastclaw.
- Works in 3 steps: The core workflow — What sequence of… → The pattern — Is this generalizable to… → The value — Would having this as a skill…
- SKILL.md covers When to Extract, How to Analyze, Output Format and Skill Content Guidelines, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Fastclaw Skill Learner is an agent skill from fastclaw-ai/fastclaw. Analyze conversations to extract reusable skill patterns. Used internally by FastClaw to auto-generate skills from complex multi-step tasks.
Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Multi-Agent Framework.
Example prompts
- “/fastclaw-skill-learner”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- The core workflow — What sequence of actions was performed?
- The pattern — Is this generalizable to other inputs/contexts?
- The value — Would having this as a skill save significant effort next time?
What it can do on your machine
Read from SKILL.md and the folder at commit f401889. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Fastclaw Skill Learner loads about 634 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 290 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 290 words (~634 tokens).
“Analyze a conversation and determine if it demonstrates a reusable multi-step workflow that should be saved as a skill.”
- name
- fastclaw-skill-learner
Files
Just SKILL.md in skills/fastclaw-skill-learner of fastclaw-ai/fastclaw.
Open the folder on GitHubat commit f401889
Compare with similar skills
Fastclaw Skill Learner next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Fastclaw Skill Learner this skillfastclaw-ai/fastclaw | 1.4k | — | ~634 | Automated safety check: Pass | Custom licence | |
| Extractalirezarezvani/claude-skills | 28k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Modeling Conversion MetricsPostHog/posthog | 40k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Internal Commsalirezarezvani/claude-skills | 28k | — | ~3.4k | Automated safety check: Pass | MIT | |
| Internal Communicationsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Intern Programsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.9k | Automated safety check: Pass | MIT |
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Internal Comms
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Internal Communication
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Internal communication log: title, type, date, department, host and attendees, agenda, action items, follow-up date, meeting link and delivery status.
Intern Program
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Internship register: intern and department, supervisor and mentor, institution, start and end dates, stipend, learning goals, mid-term and final scores, conversion flags.
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A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill…
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Questions about Fastclaw Skill Learner
What does Fastclaw Skill Learner do?
Analyze conversations to extract reusable skill patterns. An agent skill from fastclaw-ai/fastclaw. Fastclaw Skill Learner is an agent skill from fastclaw-ai/fastclaw. Analyze conversations to extract reusable skill patterns.
How do I install Fastclaw Skill Learner in Claude Code?
Run `npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a claude-code`. Or copy the skill folder (skills/fastclaw-skill-learner in fastclaw-ai/fastclaw) into .claude/skills/fastclaw-skill-learner in your project. Claude Code loads it when a task matches its description.
How do I install Fastclaw Skill Learner in Codex?
Run `npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a codex`. Or copy the skill folder (skills/fastclaw-skill-learner in fastclaw-ai/fastclaw) into .agents/skills/fastclaw-skill-learner in your project. Codex loads it when a task matches its description.
Can I use Fastclaw Skill Learner in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add fastclaw-ai/fastclaw --skill fastclaw-skill-learner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fastclaw-skill-learner, .gemini/skills/fastclaw-skill-learner, .github/skills/fastclaw-skill-learner and .opencode/skills/fastclaw-skill-learner in your project.
What does Fastclaw Skill Learner need to run?
SKILL.md names no scripts, command-line tools or credentials: Fastclaw Skill Learner is instructions for the agent only.
Does Fastclaw Skill Learner access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Fastclaw Skill Learner safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Fastclaw Skill Learner use?
Fastclaw Skill Learner has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Fastclaw Skill Learner use?
About 634 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Fastclaw Skill Learner?
Skills that share tags, products or a category with Fastclaw Skill Learner: Extract (alirezarezvani/claude-skills, 28k stars), Modeling Conversion Metrics (PostHog/posthog, 40k stars), Internal Comms (alirezarezvani/claude-skills, 28k stars) and Internal Communication (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fastclaw Skill Learner?
fastclaw-ai (a GitHub organization) maintains it in fastclaw-ai/fastclaw, which has 1,356 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 6, 2026.
Source: fastclaw-ai/fastclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.