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Claude Skills by 00200200
github.com/0020020026 skills0 installs54 views
- Mkl Debug Ml TrainingInvestigate 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.Votes: 0GitHub stars: 49
- Mkl HumanizeEdit 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.Votes: 0GitHub stars: 49
- Mkl Localize Pl EnTranslate 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.Votes: 0GitHub stars: 49
- Mkl Match VoiceAdapt 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.Votes: 0GitHub stars: 49
- Mkl Prepare ReleasePrepare 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.Votes: 0GitHub stars: 49
- Mkl Reproduce BugReduce 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.Votes: 0GitHub stars: 49
- Mkl Review DependencyReview 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.Votes: 0GitHub stars: 49
- Mkl Review PrReview 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.Votes: 0GitHub stars: 49
- Mkl Review Source ChangeReview 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.Votes: 0GitHub stars: 49
- Mkl Triage IssueTurn 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.Votes: 0GitHub stars: 49
- Mkl Verify FixVerify 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.Votes: 0GitHub stars: 49
- Mkl Write Launch PostDraft 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.Votes: 0GitHub stars: 49
- Mkl Write Maintainer ReplyDraft 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.Votes: 0GitHub stars: 49
- Mkl Write ReadmeCreate 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.Votes: 0GitHub stars: 49
- Mkl Write RegressionWrite 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.Votes: 0GitHub stars: 49
- Mkl Write TutorialBuild 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.Votes: 0GitHub stars: 49
- Mkl Write Ux CopyWrite 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.Votes: 0GitHub stars: 49
- Mkl Bisect RegressionPinpoint regressions using automated git bisect test scripts with zero prompt token waste.Votes: 0GitHub stars: 49
- Mkl Profile PerformanceAnalyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.Votes: 0GitHub stars: 49
- Docker DeployDocker deployment validation and container sanity checksVotes: 0GitHub stars: 36
- HumanizerConvert robotic AI prose into clear, punchy engineering writingVotes: 0GitHub stars: 36
- Security AuditorAudit source code for vulnerabilities and dangerous API usageVotes: 0GitHub stars: 36
- Git CommitAuthor conventional commit messages and clean pull request summariesVotes: 0GitHub stars: 36
- HumanizerConvert robotic AI prose into punchy, direct engineering writingVotes: 0GitHub stars: 36
- Security AuditorAudit source code for vulnerabilities and dangerous API patternsVotes: 0GitHub stars: 36
- Test WriterGenerate comprehensive, edge-case resilient unit testsVotes: 0GitHub stars: 36