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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

analyze-julia-compiler-pr

sunxd3

Analyze a Julia compiler PR for downstream impact, secondary effects, and changelog generation. Use when asked to analyze a PR number or when working with compiler_prs.json data.

GitHub

meta

kynetic-ai

Manage session context - focus, threads, questions, and observations. Use when tracking what you're working on, managing parallel work streams, or capturing friction points.

GitHub

comby

umutbasal

Structural code search and refactoring using comby, a tool for matching and rewriting code based on syntax structure rather than regex. Use when performing code refactoring, renaming patterns across files, find...

GitHub

mixseek-debug

drillan

MixSeek-Plusのデバッグ機能を有効化し、ログ出力を制御します。「デバッグモードを有効化」「verbose」「ログを出力」「ログレベル」「デバッグ設定」といった依頼で使用してください。

GitHub

semgrep

umutbasal

Static analysis and security scanning using Semgrep, a fast, open-source static analysis tool for finding bugs and enforcing code standards. Use when scanning code for security vulnerabilities, code quality iss...

GitHub

agent-ops-testing

weholt

Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.

GitHub

agent-ops-critical-review

weholt

Deep, excruciating code review. Use anytime to analyze code for correctness, edge cases, security, performance, and design issues. Not tied to baseline—this is pure code analysis.

GitHub

analyze-julia-compiler-pr

sunxd3

Analyze a Julia compiler PR for downstream impact, secondary effects, and changelog generation. Use when asked to analyze a PR number, when working with compiler_prs.json data, or when the user asks about Julia...

GitHub

agent-ops-dogfood

weholt

Dogfooding discovery agent — establish human-approved project baseline from public docs without code inspection

GitHub

42-patterns

monedales

Common patterns, structures, and best practices for 42 School projects. Use when starting projects, creating Makefiles, or structuring code.

GitHub

agent-ops-api-review

weholt

Platform/Language agnostic API delivery and correctness auditor. Use when project contains API endpoints to verify contract alignment, endpoint behavior, and test coverage.

GitHub

release-process

full-stack-biz

Plan and execute releases with semantic versioning and bracket-based freezing. Use when: "how do I release", "bump the version", "write the changelog", "what version comes next", "release the plugin", or managi...

GitHub

x-experimental-ops

ElemontCapital

Use this skill when reasoning about how the algorithm is tuned, why different users see different behaviors, or how "Success" is defined by X's engineering team.

GitHub

requirements-framework-builder

HarmAalbers

This skill should be used when the user asks to "extend requirements framework", "add new requirement type", "create custom strategy", "add custom calculator", "modify framework architecture", "create requireme...

GitHub

x-safety-filtering

ElemontCapital

Use this skill when analyzing why content is not appearing, checking for "shadowban" conditions, or understanding the safety compliance layer. This skill covers the `VisibilityLib` logic that runs *after* candi...

GitHub

brainstorming

mcasper

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

GitHub

app-development-flow

liushuang393

App 開発の標準フロースキル。 1.基盤做成 → 2.式様読取 → 3.設計 → 4.実装 → 5.テスト → 不足→循環 の反復開発プロセスを定義。

GitHub

pentest-checklist

jokken79

This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "follow security testing best prac...

GitHub

yukyu-ui-ux-master

jokken79

Maestro de UI/UX para YuKyuDATA - Diseño de interfaces, experiencia de usuario, accesibilidad WCAG, patrones de interacción japoneses, dark/light mode, glassmorphism, responsive design, micro-interacciones y an...

GitHub

spec

kynetic-ai

Specification management - creating, organizing, and maintaining spec items with acceptance criteria and traits.

GitHub

p4-energeia

laihuip001

純粋定理 P4: 純粋行為 (A-P)。Flow×Value のみの最も抽象的な行為機能。 Use when: 実行、行動、「何をするか」を問う時。 Triggers: M6 Praxis(具体化), M8 Anamnēsis(記録化) Keywords: pure-action, doing, execution,...

GitHub

scenario-thinking

musingfox

Scenario-driven solution design that focuses on future use cases, dimensional analysis, and explicit trade-offs

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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