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Install in OpenClaw
/install skillforge-meta
Description
Stop repeating yourself. SkillForge watches how you work, discovers your patterns, and forges them into reusable Skills — automatically. The more you use it,...
Usage Guidance
What to check before enabling SkillForge:
- Confirm the runtime will only run the described read operations and will not transmit your files to external endpoints; this skill is instruction-only and the files included make no network calls, but the agent running it could be extended to do so. Ask: where does my agent run, and is network access restricted?
- Inspect the directories it will read: {workspace}/.workbuddy/memory/, {workspace}/.workbuddy/skillforge/, and ~/.workbuddy/skills/. Remove or redact any secrets or sensitive content from those logs if you don’t want them scanned.
- Verify the drafts directory (skillforge-drafts/) is indeed isolated and that generated drafts will require your explicit confirmation before installation (the SKILL.md promises this, but confirm your agent enforces it).
- Decide whether you want periodic/automatic scans. The config references auto_scan_enabled: true — if you prefer manual scans only, make sure to disable auto-scan in the config or agent settings.
- Monitor newly created files (drafts, patterns, skill-health.json) after the first run so you can confirm behavior matches documentation.
If you want higher assurance, request a code-based implementation (not instruction-only) or run the skill in a restricted/testing workspace first. If you are uncomfortable with the agent reading your workspace or home skills, do not enable it.
Capability Analysis
Type: OpenClaw Skill
Name: skillforge-meta
Version: 1.0.0
The skillforge-meta bundle implements a 'self-evolving' agent system designed to monitor user activity logs and automatically generate new skill bundles. While the documentation in SKILL.md and ALGORITHM.md outlines safety constraints like draft isolation and mandatory user confirmation, the skill possesses high-risk capabilities including broad read access to user memory (~/.workbuddy/memory/), automated generation of executable instructions (SKILL.md), and the setup of recurring scheduled scans. These features represent a significant attack surface for persistence and automated code injection within the agent environment, even though the stated intent is productivity.
Capability Assessment
Purpose & Capability
SkillForge's claimed goal (discover repeated workflows from your logs and generate Skill drafts) aligns with the instructions and reference docs: it explicitly scans daily logs, long-term memory, existing Skills, clusters patterns, scores them, and writes draft SKILL.md files. There are no unrelated credentials or external services requested.
Instruction Scope
The SKILL.md and ALGORITHM.md explicitly instruct the agent to read files under {workspace}/.workbuddy/memory/*.md, {workspace}/.workbuddy/memory/MEMORY.md, and ~/.workbuddy/skills/*/SKILL.md and to use the current conversation summary (cb_summary). It also writes drafts to {workspace}/skillforge-drafts/ and stores patterns/reports under {workspace}/.workbuddy/skillforge/. These file reads/writes are coherent with the stated purpose, but the skill metadata declared no required config paths — the actual runtime instructions reference many paths the agent will access, which is a transparency mismatch you should be aware of.
Install Mechanism
This is an instruction-only skill with no install spec and no code files, so nothing new is written to disk by an installer. The risk surface is limited to what the agent is instructed to read/write in your workspace/home directory.
Credentials
No environment variables or external credentials are requested. The only sensitive access is to your workspace/home files (logs, memory, existing Skills). That access is proportionate to the purpose of pattern discovery, but those files can contain secrets or private content — the ability to read them is the primary sensitivity here.
Persistence & Privilege
always is false and the skill states it will not auto-install or delete Skills. It does write drafts and stores patterns/health under the workspace/.workbuddy/skillforge directory. The CONFIG_FULL reference also includes general.auto_scan_enabled: true and auto_scan_rrule defaults — this implies the design supports periodic scans; confirm whether your agent runtime will run those scans automatically and whether you want that behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skillforge-meta - After installation, invoke the skill by name or use
/skillforge-meta - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Scout pattern discovery, Smith skill forging, Sensei health monitoring
Metadata
Frequently Asked Questions
What is SkillForge — Self-Evolving AI Skills?
Stop repeating yourself. SkillForge watches how you work, discovers your patterns, and forges them into reusable Skills — automatically. The more you use it,... It is an AI Agent Skill for Claude Code / OpenClaw, with 101 downloads so far.
How do I install SkillForge — Self-Evolving AI Skills?
Run "/install skillforge-meta" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SkillForge — Self-Evolving AI Skills free?
Yes, SkillForge — Self-Evolving AI Skills is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SkillForge — Self-Evolving AI Skills support?
SkillForge — Self-Evolving AI Skills is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SkillForge — Self-Evolving AI Skills?
It is built and maintained by JFrankLee (@jfranklee); the current version is v1.0.0.
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