self-improvement
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool f
Install caution
Risk: High
Source: OpenClaw Master Skills
Path: skills/aditya/SKILL.md
Review flags: browser/session access, filesystem/home-directory access, network access or external URLs, package installation commands. These are review signals, not definitive security judgments; inspect before installing.
Required permissions
- • Environment variables / secrets
- • Shell commands
- • Network/API usage
- • Filesystem/home access
- • Browser/session access
Permissions are inferred from SKILL.md text only. They are review prompts, not guarantees about runtime behavior.
Risk flags explained
Mentions browser automation, cookies, sessions, local storage, or browser state.
Mentions filesystem writes, deletes, home-directory paths, or config/key locations.
Mentions external URLs, network APIs, downloads, or HTTP client usage.
Mentions package installation or dependency-fetching commands.
Contains shell command snippets. Review commands before copy/paste or agent execution.
Score explanation
Trust
- • Trust starts at 90 before review-signal penalties and metadata bonuses.
- • Risk-signal penalty: -55 from 5 detected flag(s).
- • Metadata bonus: +2 from author/version/description fields.
Utility
- • Utility starts at 55 and rewards clear descriptions, runnable examples, and explicit setup needs.
- • Description present: yes.
- • Command examples detected: 4.
- • Environment variables detected: 1.
Momentum
- • Momentum starts at 45 and uses public repo activity signals.
- • Recent commit activity: latest repo update was 6 day(s) ago.
- • Recent commit volume: 6 commit(s) in the lookback window (+18).
- • Source has strong public adoption: 2049 stars.
- • Fork activity suggests reuse: 309 forks.
Overall
- • Overall score weights trust 45%, utility 35%, and momentum 20%.
Detected signals
Env vars
- • API
Commands
- • git clone https://github.com/peterskoett/self-improving-agent.git ~/.openclaw/skills/self-improving-agent
- • npm install
- • openclaw hooks enable self-improvement
- • references/openclaw-integration.md
URLs
- • https://agentskills.io/specification
- • https://github.com/peterskoett/self-improving-agent.git
- • https://github.com/pskoett/pskoett-ai-skills
- • https://github.com/pskoett/pskoett-ai-skills/tree/main/skills/self-improvement
Provenance & evidence
SkillRadar makes each review traceable back to the exact source path, source blob SHA, scanner version, and text-only policy that produced the report.
Evidence snippets
…`` **Manual:** ```bash git clone https://github.com/peterskoett/self-improving-agent.git ~/.openclaw/skills/self-improving-agent ``` Remade for openclaw from original repo : https:…
…## Promotion Examples **Learning** (verbose): > Project uses pnpm workspaces. Attempted `npm install` but failed. > Lock file is `pnpm-lock.yaml`. Must use `pnpm install`. **In CLAUDE.md**…
…nded):** ```bash clawdhub install self-improving-agent ``` **Manual:** ```bash git clone https://github.com/peterskoett/self-improving-agent.git ~/.openclaw/skills/self-improving-agent ``…
…skills/self-improvement ### Workspace Structure OpenClaw injects these files into every session: ``` ~/.openclaw/workspace/ ├── AGENTS.md # Multi-agent workflows, delegation p…
…njection with automatic skill loading. ### Installation **Via ClawdHub (recommended):** ```bash clawdhub install self-improving-agent ``` **Manual:** ```bash git clone https://github.c…
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SkillRadar scans SKILL.md as hostile text only. It does not execute commands, install packages, or load third-party skills.