Updated today
by 00200200
maintainer-skills-lab
Shared maintainer skills and agent profiles for writing, debugging, and review. Generated exports for Codex, Claude Code, Cursor, and OpenCode.
48 GitHub stars (48)
+7 in 18 days
| Period | New stars |
|---|---|
| Sep 29 | +2 |
| Sep 30 | +6 |
| Oct 1 | 0 |
| Oct 2 | 0 |
| Oct 3 | 0 |
| Oct 4 | 0 |
| Oct 5 | 0 |
| Oct 6 | 0 |
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| Oct 11 | 0 |
| Oct 12 | −1 |
| Oct 13 | 0 |
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| Oct 15 | 0 |
| Oct 16 | 0 |
- 17 skills (17 skills found in its SKILL.md files)
- 2 forks (2 forks)
- Today last update (Last updated today)
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-debug-ml-training — add -g for every project.
Claude Code
git clone https://github.com/00200200/maintainer-skills-labcp -r "maintainer-skills-lab/skills/mkl-debug-ml-training" ~/.claude/skills/
Copies the mkl-debug-ml-training 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 17 of 85 files.
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mkl-debug-ml-training
Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch, Lightning, or TensorFlow/Keras. Use for a concrete training bug or regression, not an open-ended architecture or hyperparameter search.
skills/mkl-debug-ml-training/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
mkl-review-dependency
Review a dependency update against a repository's 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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
mkl-review-source-change
Review an upstream documentation change against the skills, agent instructions, or runbooks that cite it. Identify supported updates, unaffected instructions, and unresolved version or evidence gaps. Use with a supplied source diff or Skill Watch result.
skills/mkl-review-source-change/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab) -
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/SKILL.md on GitHub (opens in a new tab)
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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