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This entry duplicates Self-Improving + Proactive Agent, which is the one we list in search.

Self-Improving + Proactive Agent

Self-reflection + Self-criticism + Self-learning + Self-organizing memory.

Skill by anygivenfriday

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Chalk Labs

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/anygivenfriday-self-improving-proactive-agent

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task.

Use cases: backend, productivity, agent-building

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What's inside

Skill name
Self-Improving + Proactive Agent
Description
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task.
License
unknown
Instructions
242 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: only lowercase letters, digits and single hyphens allowed
  • name: "Self-Improving + Proactive Agent" does not match folder "self-improving"

Files (16)

  • origin.json · .clawhub/
  • HEARTBEAT.md
  • SKILL.md
  • _meta.json
  • boundaries.md
  • corrections.md
  • heartbeat-rules.md
  • heartbeat-state.md
  • learning.md
  • memory-template.md
  • memory.md
  • openclaw-heartbeat.md
  • operations.md
  • reflections.md
  • scaling.md
  • setup.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from anygivenfriday/callhero-site

Signals

Stars
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Forks
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Last commit (this folder)
Apr 27, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/anygivenfriday/callhero-site
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from anygivenfriday

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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
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500+
media placements
founders on every account
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founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

Self-Improving + Proactive Agent skill. Agent Mart. https://agentmart.dev/skills/anygivenfriday-self-improving-proactive-agent (last updated 2026-10-24)