Updated 1w ago
by 00200200
maintainer-skills-lab
Curated developer tools, AST analyzers, and automated verification workflows.
48 GitHub stars (48)
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| Sep 29 | +2 |
| Sep 30 | +6 |
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- 30 skills (30 skills found in its SKILL.md files)
- 2 forks (2 forks)
- 1w ago last update (Last updated 1w ago)
Install
Skills CLI
npx skills add 00200200/maintainer-skills-lab
Asks which skills and agents to install. Just one: npx skills add 00200200/maintainer-skills-lab --skill mkl-adversarial-review — add -g for every project.
Claude Code
git clone https://github.com/00200200/maintainer-skills-labcp -r "maintainer-skills-lab/skills/mkl-adversarial-review" ~/.claude/skills/
Copies the mkl-adversarial-review skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add 00200200/maintainer-skills-lab
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 210 files.
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mkl-adversarial-review
Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race conditions under 1,500 tokens.
skills/mkl-adversarial-review/ on GitHub (opens in a new tab)SKILL.md -
mkl-architect-editor
Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor model to cut costs by 70%+.
skills/mkl-architect-editor/ on GitHub (opens in a new tab)SKILL.md -
mkl-audit-cve
Audit CVE advisories against codebase usage with minimal token context.
skills/mkl-audit-cve/ on GitHub (opens in a new tab)SKILL.md -
mkl-bisect-regression
Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.
skills/mkl-bisect-regression/ on GitHub (opens in a new tab)SKILL.md -
mkl-bump-version
Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.
skills/mkl-bump-version/ on GitHub (opens in a new tab)SKILL.md -
mkl-debug-ml-training
Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch, Lightning, or TensorFlow/Keras. Use for concrete training bugs, not open-ended architecture or hyperparameter search.
skills/mkl-debug-ml-training/ on GitHub (opens in a new tab)SKILL.md -
mkl-fix-type-errors
Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file rewrites. Use when type checks fail on candidate patches.
skills/mkl-fix-type-errors/ on GitHub (opens in a new tab)SKILL.md -
mkl-generate-changelog
Generate grouped, token-compact changelogs and release notes from git log.
skills/mkl-generate-changelog/ on GitHub (opens in a new tab)SKILL.md -
mkl-generate-commit
Generate concise Conventional Commits under 50 tokens from staged git diffs.
skills/mkl-generate-commit/ on GitHub (opens in a new tab)SKILL.md -
mkl-humanize
Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point of view. Use when asked to humanize, de-AI, or make an existing draft sound more human, in its original language.
skills/mkl-humanize/ on GitHub (opens in a new tab)SKILL.md -
mkl-isolated-scratchpad
Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context tokens.
skills/mkl-isolated-scratchpad/ on GitHub (opens in a new tab)SKILL.md -
mkl-localize-fault
Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use before editing code to prevent full-file context dumps.
skills/mkl-localize-fault/ on GitHub (opens in a new tab)SKILL.md -
mkl-localize-pl-en
Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN phrasing while preserving commands, placeholders, factual precision, and a project glossary.
skills/mkl-localize-pl-en/ on GitHub (opens in a new tab)SKILL.md -
mkl-match-voice
Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across docs and posts; distinguish style evidence from factual content.
skills/mkl-match-voice/ on GitHub (opens in a new tab)SKILL.md -
mkl-prepare-release
Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release preparation; never present open PRs or planned changes as shipped features.
skills/mkl-prepare-release/ on GitHub (opens in a new tab)SKILL.md -
mkl-profile-performance
Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.
skills/mkl-profile-performance/ on GitHub (opens in a new tab)SKILL.md -
mkl-prune-context
Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact handoff.
skills/mkl-prune-context/ on GitHub (opens in a new tab)SKILL.md -
mkl-reproduce-bug
Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed failure. Use when verifying a bug report; do not infer success from a failing setup command.
skills/mkl-reproduce-bug/ on GitHub (opens in a new tab)SKILL.md -
mkl-resolve-merge-conflict
Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.
skills/mkl-resolve-merge-conflict/ on GitHub (opens in a new tab)SKILL.md -
mkl-review-dependency
Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a dependency bump or automation PR; return compatibility risks and a bounded validation plan without changing files.
skills/mkl-review-dependency/ on GitHub (opens in a new tab)SKILL.md -
mkl-review-pr
Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use for a requested PR review; distinguish actionable defects from optional preferences.
skills/mkl-review-pr/ on GitHub (opens in a new tab)SKILL.md -
mkl-review-source-change
Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported updates, unaffected instructions, and unresolved version or evidence gaps using a source diff or Skill Watch result.
skills/mkl-review-source-change/ on GitHub (opens in a new tab)SKILL.md -
mkl-triage-issue
Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible duplicates, and the next useful action. Use for issue triage, not implementation or bulk issue closure.
skills/mkl-triage-issue/ on GitHub (opens in a new tab)SKILL.md -
mkl-verify-fix
Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and candidate outcomes separately. Use for fix verification, not a general claim that software is bug-free.
skills/mkl-verify-fix/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-launch-post
Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform. Use to explain shipped work clearly, with evidence and a useful invitation for feedback.
skills/mkl-write-launch-post/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-maintainer-reply
Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use to explain status, request a minimal reproduction, or communicate a project decision without inventing commitments.
skills/mkl-write-maintainer-reply/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-readme
Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest limitations. Use for project landing documentation and onboarding, rather than long tutorials or release notes.
skills/mkl-write-readme/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-regression
Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test that fails on the affected version; avoid mirroring the implementation or weakening assertions.
skills/mkl-write-regression/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-tutorial
Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery steps. Use for hands-on guides when a README quickstart is too short.
skills/mkl-write-tutorial/ on GitHub (opens in a new tab)SKILL.md -
mkl-write-ux-copy
Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI microcopy with clear next actions, preserved localization tokens, and explicit length constraints.
skills/mkl-write-ux-copy/ on GitHub (opens in a new tab)SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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