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aiming-lab/MetaClaw
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Use this skill before any data analysis, transformation, or modeling. | aiming-lab/ | 3.5k | — | ~230 | Automated safety check: Pass | MIT | 4 mo ago |
| 2 | A skill your agent uses when implementing any endpoint, form handler, CLI tool, or function that accepts external input. | aiming-lab/ | 3.5k | — | ~251 | Automated safety check: Pass | MIT | 4 mo ago |
| 3 | A skill your agent uses when writing shell scripts, Python automation, or any unattended batch job. | aiming-lab/ | 3.5k | — | ~225 | Automated safety check: Pass | MIT | 4 mo ago |
| 4 | A skill your agent uses when building production services, pipelines, or automation that needs to be debugged, monitored, or audited. | aiming-lab/ | 3.5k | — | ~247 | Automated safety check: Pass | MIT | 4 mo ago |
| 5 | A skill your agent uses when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions. | aiming-lab/ | 3.5k | — | ~258 | Automated safety check: Pass | MIT | 4 mo ago |
| 6 | A skill your agent uses when writing messages in async channels (Slack, GitHub issues, email threads) where the reader may not have context and cannot ask follow-up questions immediately. | aiming-lab/ | 3.5k | — | ~224 | Automated safety check: Pass | MIT | 4 mo ago |
| 7 | A skill your agent uses when writing any explanation, documentation, or response that will be read by someone else. | aiming-lab/ | 3.5k | — | ~227 | Automated safety check: Pass | MIT | 4 mo ago |
| 8 | A skill your agent uses when implementing authentication (login, token issuance) or authorization (access control, permissions). | aiming-lab/ | 3.5k | — | ~285 | Automated safety check: Pass | MIT | 4 mo ago |
| 9 | A skill your agent uses when exploring an unfamiliar codebase, tracing code paths, or answering questions about how the system works. | aiming-lab/ | 3.5k | — | ~286 | Automated safety check: Pass | MIT | 4 mo ago |
| 10 | Use this skill in long conversations or multi-turn agentic sessions where context may be lost or the conversation is approaching token limits. | aiming-lab/ | 3.5k | — | ~250 | Automated safety check: Pass | MIT | 4 mo ago |
| 11 | A skill your agent uses when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. | aiming-lab/ | 3.5k | — | ~234 | Automated safety check: Pass | MIT | 4 mo ago |
| 12 | 12.Git Workflow A skill your agent uses when working with git — making commits, creating branches, resolving merge conflicts, opening pull requests, or reviewing diffs. | aiming-lab/ | 3.5k | — | ~234 | Automated safety check: Pass | MIT | 4 mo ago |
| 13 | A skill your agent uses when writing scripts, cron jobs, data pipelines, or any automated process that may be run multiple times. | aiming-lab/ | 3.5k | — | ~249 | Automated safety check: Pass | MIT | 4 mo ago |
| 14 | Use this skill before executing a sequence of 3 or more steps, especially when steps are irreversible or depend on each other. | aiming-lab/ | 3.5k | — | ~227 | Automated safety check: Pass | MIT | 4 mo ago |
| 15 | A skill your agent uses when drafting emails, Slack messages, announcements, or any external/internal communication. | aiming-lab/ | 3.5k | — | ~236 | Automated safety check: Pass | MIT | 4 mo ago |
| 16 | A skill your agent uses when handling API keys, passwords, tokens, private keys, or any sensitive credential. | aiming-lab/ | 3.5k | — | ~246 | Automated safety check: Notes | MIT | 4 mo ago |
| 17 | A skill your agent uses when reviewing or writing code that handles user input, authentication, file I/O, network requests, or database queries. | aiming-lab/ | 3.5k | — | ~249 | Automated safety check: Pass | MIT | 4 mo ago |
| 18 | A skill your agent uses when presenting information from external sources, citing research, or answering factual questions. | aiming-lab/ | 3.5k | — | ~220 | Automated safety check: Pass | MIT | 4 mo ago |
| 19 | A skill your agent uses when writing SQL queries — selects, joins, aggregations, window functions, or schema modifications. | aiming-lab/ | 3.5k | — | ~234 | Automated safety check: Pass | MIT | 4 mo ago |
| 20 | A skill your agent uses when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. | aiming-lab/ | 3.5k | — | ~249 | Automated safety check: Pass | MIT | 4 mo ago |
| 21 | A skill your agent uses when writing documentation, READMEs, technical specs, runbooks, or any text that explains a system or process to other engineers. | aiming-lab/ | 3.5k | — | ~244 | Automated safety check: Pass | MIT | 4 mo ago |
| 22 | A skill your agent uses when implementing a new feature or fixing a bug. | aiming-lab/ | 3.5k | — | ~232 | Automated safety check: Pass | MIT | 4 mo ago |
| 23 | A skill your agent uses when deciding which tools to call in an agentic workflow. | aiming-lab/ | 3.5k | — | ~257 | Automated safety check: Pass | MIT | 4 mo ago |
| 24 | Use this skill before taking any action that is hard to reverse — deleting files, overwriting data, sending messages, pushing to remote, modifying production systems. | aiming-lab/ | 3.5k | — | ~232 | Automated safety check: Pass | MIT | 4 mo ago |
| 25 | A skill your agent uses when creating charts, plots, or dashboards. | aiming-lab/ | 3.5k | — | ~213 | Automated safety check: Pass | MIT | 4 mo ago |
| 26 | Common mistake — stating specific facts (API endpoints, library versions, config options, function signatures) with false confidence when uncertain. | aiming-lab/ | 3.5k | — | ~227 | Automated safety check: Pass | MIT | 4 mo ago |
| 27 | Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. | aiming-lab/ | 3.5k | — | ~209 | Automated safety check: Pass | MIT | 4 mo ago |
| 28 | A skill your agent uses when the user's request is ambiguous, under-specified, or could be interpreted in multiple ways. | aiming-lab/ | 3.5k | — | ~216 | Automated safety check: Pass | MIT | 4 mo ago |
| 29 | A skill your agent uses when a tool call, command, or API request fails. | aiming-lab/ | 3.5k | — | ~221 | Automated safety check: Pass | MIT | 4 mo ago |
| 30 | A skill your agent uses when the user has a list of tasks and needs help deciding what to do first. | aiming-lab/ | 3.5k | — | ~199 | Automated safety check: Pass | MIT | 4 mo ago |
| 31 | A skill your agent uses when summarizing progress on an ongoing project or multi-step task. | aiming-lab/ | 3.5k | — | ~206 | Automated safety check: Pass | MIT | 4 mo ago |
| 32 | A skill your agent uses for any problem that involves multiple steps, tradeoffs, or non-trivial logic. | aiming-lab/ | 3.5k | — | ~212 | Automated safety check: Pass | MIT | 4 mo ago |
| 33 | A skill your agent uses when a user presents a large, vague goal. | aiming-lab/ | 3.5k | — | ~185 | Automated safety check: Pass | MIT | 4 mo ago |
| 34 | A skill your agent uses when you are not sure about a fact, have outdated knowledge, or the question is contested. | aiming-lab/ | 3.5k | — | ~208 | Automated safety check: Pass | MIT | 4 mo ago |
| 35 | Common mistake — proceeding with assumptions about ambiguous requirements instead of asking a clarifying question first. | aiming-lab/ | 3.5k | — | ~214 | Automated safety check: Pass | MIT | 4 mo ago |
| 36 | Common mistake — retrying the same failing command or API call without understanding why it failed. | aiming-lab/ | 3.5k | — | ~189 | Automated safety check: Pass | MIT | 4 mo ago |
