aiming-lab/MetaClaw

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

About the project

MetaClaw is an AI-agent system that learns from conversations and evolves its behavior over time. It provides memory and learning modes for users who want an agent that adapts across interactions, with support for multiple claw-based agent projects.

3.5kStars on the repository
36Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

sql-best-practices

25

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when writing SQL queries — selects, joins, aggregations, window functions, or schema modifications. Apply whenever SQL is needed to ensure correctness, safety, and performance.

not rated 3.5k +1 3mo ago A SkillSpector: pass 42 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. Add structured logs, metrics, and health checks before shipping any service.

not rated 3.5k +1 3mo ago A SkillSpector: pass 46 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when summarizing progress on an ongoing project or multi-step task. Give a clear, scannable status report whenever asked for an update or at the end of a work session.

not rated 3.5k +1 3mo ago A SkillSpector: pass 43 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task.

not rated 3.5k +1 3mo ago A SkillSpector: warn 42 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill for any problem that involves multiple steps, tradeoffs, or non-trivial logic. Think out loud before answering to improve accuracy and transparency. Apply whenever the answer is not immediately obvious.

not rated 3.5k +1 3mo ago A SkillSpector: pass 48 tokens original MIT

task-decomposition

30

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when a user presents a large, vague goal. Break it into concrete, ordered sub-tasks before starting any work. Apply whenever the request is larger than a single focused action.

not rated 3.5k +1 3mo ago A SkillSpector: pass 43 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when writing documentation, READMEs, technical specs, runbooks, or any text that explains a system or process to other engineers. Apply before writing any developer-facing document.

not rated 3.5k +1 3mo ago A SkillSpector: pass 44 tokens original MIT

test-before-ship

32

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when implementing a new feature or fixing a bug. Write or update tests before marking the task done. Never consider code complete without verifying it works through automated tests.

not rated 3.5k +1 3mo ago A SkillSpector: pass 40 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when deciding which tools to call in an agentic workflow. Always choose the minimal, most direct tool for each step and avoid redundant or speculative tool calls.

not rated 3.5k +1 3mo ago A SkillSpector: pass 39 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested. Explicitly communicate the level of confidence instead of asserting uncertain things as fact.

not rated 3.5k +1 3mo ago A SkillSpector: pass 46 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill before taking any action that is hard to reverse — deleting files, overwriting data, sending messages, pushing to remote, modifying production systems. Always pause, state what you are about to do, and confirm before executing.

not rated 3.5k +1 3mo ago C 54 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when creating charts, plots, or dashboards. Choose the visualization type that best communicates the data relationship before writing any plotting code.

not rated 3.5k +1 3mo ago A SkillSpector: pass 32 tokens original MIT

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