aiming-lab

82 mods across 7 repositories, 23k stars between them.

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when writing any explanation, documentation, or response that will be read by someone else. Match vocabulary, depth, and format to the audience's expertise level before writing.

3.5k 2mo ago A 42 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when implementing authentication (login, token issuance) or authorization (access control, permissions). Apply whenever the task involves login flows, JWT, OAuth2, session management, or RBAC.

3.5k 2mo ago A 47 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Common mistake — proceeding with assumptions about ambiguous requirements instead of asking a clarifying question first. This skill reminds you to stop and ask before acting on uncertain interpretations.

3.5k 2mo ago A 40 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Common mistake — stating specific facts (API endpoints, library versions, config options, function signatures) with false confidence when uncertain. Always flag uncertainty rather than guessing specifics.

3.5k 2mo ago A 41 tokens original MIT

avoid-scope-creep

53

aiming-lab/MetaClaw

Skill Claude CodeCodex

Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. Only change what was explicitly asked.

3.5k 2mo ago A 43 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when the user's request is ambiguous, under-specified, or could be interpreted in multiple ways. If proceeding with a wrong assumption would waste significant work, always ask exactly one focused clarifying question before doing anything.

3.5k 2mo ago A 53 tokens original MIT

codebase-navigation

55

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when exploring an unfamiliar codebase, tracing code paths, or answering questions about how the system works. Read before writing, and build a mental model of the architecture before making changes.

3.5k 2mo ago A 43 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill in long conversations or multi-turn agentic sessions where context may be lost or the conversation is approaching token limits. Summarize, prioritize, and compact context proactively before it becomes a problem.

3.5k 2mo ago A 45 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill before any data analysis, transformation, or modeling. Always inspect and validate the data before drawing conclusions or writing transformations.

3.5k 2mo ago A 30 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. Follow a structured debugging process instead of randomly changing code.

3.5k 2mo ago A 40 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Common mistake — retrying the same failing command or API call without understanding why it failed. Always diagnose the root cause before retrying anything.

3.5k 2mo ago A 38 tokens original MIT

git-workflow

60

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when working with git — making commits, creating branches, resolving merge conflicts, opening pull requests, or reviewing diffs. Apply whenever the user asks about version control operations.

3.5k 2mo ago A 41 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when a tool call, command, or API request fails. Diagnose the root cause systematically before retrying or changing approach. Do not retry the same failing call without first understanding why it failed.

3.5k 2mo ago A 48 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when writing scripts, cron jobs, data pipelines, or any automated process that may be run multiple times. Design every operation to be safely re-runnable without side effects.

3.5k 2mo ago A 43 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when implementing any endpoint, form handler, CLI tool, or function that accepts external input. Validate and sanitize all untrusted data before processing — never assume input is safe.

3.5k 2mo ago A 44 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill before executing a sequence of 3 or more steps, especially when steps are irreversible or depend on each other. Write out the plan and verify it before starting execution.

3.5k 2mo ago A 44 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when the user has a list of tasks and needs help deciding what to do first. Rank by impact and urgency — not order of mention — and surface the highest-leverage work.

3.5k 2mo ago A 44 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when drafting emails, Slack messages, announcements, or any external/internal communication. Apply professional structure and appropriate tone before writing any message.

3.5k 2mo ago A 34 tokens original MIT

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when writing shell scripts, Python automation, or any unattended batch job. Ensure failures are detected, logged, and handled — never silently ignored.

3.5k 2mo ago A 40 tokens original MIT

secrets-management

68

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when handling API keys, passwords, tokens, private keys, or any sensitive credential. Never hardcode secrets in source code — apply this whenever the word "key", "token", "password", or "secret" appears in the task.

3.5k 2mo ago A 55 tokens original MIT

secure-code-review

69

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when reviewing or writing code that handles user input, authentication, file I/O, network requests, or database queries. Always check for common security vulnerabilities before considering the code complete.

3.5k 2mo ago A 42 tokens original MIT

source-evaluation

70

aiming-lab/MetaClaw

Skill Claude CodeCodex

Use this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.

3.5k 2mo ago A 33 tokens original MIT

sql-best-practices

71

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.

3.5k 2mo ago A 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.

3.5k 2mo ago A 46 tokens original MIT