00200200/maintainer-skills-lab

00200200/maintainer-skills-lab · AGENTS.md

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · providers/cursor/.cursor/rules/mkl-debug-ml-training.mdc · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/cursor/.cursor/rules/mkl-localize-pl-en.mdc · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/cursor/.cursor/rules/mkl-review-dependency.mdc · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-prune-context/SKILL.md · Prune verbose histories, logs, and resolved turns during long debugging or triage sessions into a stateful compact…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-resolve-merge-conflict/SKILL.md · Resolve git merge conflicts cleanly by analyzing only 3-way conflict hunks.

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-review-dependency/SKILL.md · Review dependency updates against supported runtimes, lockfiles, release notes, and tests. Use before merging a…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-review-source-change/SKILL.md · Review upstream documentation changes against skills, agent instructions, or runbooks citing them. Identify supported…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…

00200200/maintainer-skills-lab · skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…

00200200/maintainer-skills-lab · skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…

00200200/maintainer-skills-lab · skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.

00200200/maintainer-skills-lab · skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.

00200200/maintainer-skills-lab · skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.

00200200/maintainer-skills-lab · skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…

00200200/maintainer-skills-lab · skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…

00200200/maintainer-skills-lab · skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.

00200200/maintainer-skills-lab · skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.

00200200/maintainer-skills-lab · skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…

00200200/maintainer-skills-lab · skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…

00200200/maintainer-skills-lab · skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…

00200200/maintainer-skills-lab · skills/mkl-localize-pl-en/SKILL.md · Translate and localize Polish and English technical documentation, UI text, and project updates. Use for natural PL/EN…

00200200/maintainer-skills-lab · skills/mkl-match-voice/SKILL.md · Adapt a draft to a user's writing samples or explicit tone brief. Use for consistent personal or project voice across…

00200200/maintainer-skills-lab · skills/mkl-prepare-release/SKILL.md · Prepare release notes and migration guidance from a verified revision range and project release policy. Use for release…

00200200/maintainer-skills-lab · skills/mkl-profile-performance/SKILL.md · Analyze cProfile or py-spy tables to optimize real bottlenecks without code guessing.

00200200/maintainer-skills-lab · skills/mkl-reproduce-bug/SKILL.md · Reduce a reported software bug to a runnable, minimal reproduction with the exact command, environment, and observed…

00200200/maintainer-skills-lab · skills/mkl-review-dependency/SKILL.md · Review a dependency update against a repository's supported runtimes, lockfiles, release notes, and tests. Use before…

00200200/maintainer-skills-lab · skills/mkl-review-pr/SKILL.md · Review a pull request for concrete correctness regressions using its diff, surrounding code, and relevant tests. Use…

00200200/maintainer-skills-lab · skills/mkl-review-source-change/SKILL.md · Review an upstream documentation change against the skills, agent instructions, or runbooks that cite it. Identify…

00200200/maintainer-skills-lab · skills/mkl-triage-issue/SKILL.md · Turn a repository issue into an evidence-backed triage note: observed behavior, missing reproduction details, possible…

00200200/maintainer-skills-lab · skills/mkl-verify-fix/SKILL.md · Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and…

00200200/maintainer-skills-lab · skills/mkl-write-launch-post/SKILL.md · Draft factual project announcements, GitHub launch posts, and development updates for a specified audience or platform…

00200200/maintainer-skills-lab · skills/mkl-write-maintainer-reply/SKILL.md · Draft clear, respectful replies to issues, PR discussions, and technical support reports from available evidence. Use…

00200200/maintainer-skills-lab · skills/mkl-write-readme/SKILL.md · Create or improve a repository README from actual project evidence, with a clear purpose, usable quickstart, and honest…

00200200/maintainer-skills-lab · skills/mkl-write-regression/SKILL.md · Write a focused regression test from an established bug reproduction and public behavior. Use when a fix needs a test…

00200200/maintainer-skills-lab · skills/mkl-write-tutorial/SKILL.md · Build a step-by-step technical tutorial around a reproducible outcome, with prerequisites, checkpoints, and recovery…

00200200/maintainer-skills-lab · skills/mkl-write-ux-copy/SKILL.md · Write or revise interface labels, errors, empty states, and confirmation text from actual product behavior. Use for UI…