行動開發

Git commit assistant. Triggers when user says "提交代码", "commit", "提交一下", "帮我提交", "push code", or any commit-related requests. Automatically lists changed files, generates commit message, asks for confirmation, executes git add/commit/push after approval.

Analyze the impact of code changes by mapping call graphs and identifying all direct and indirect dependencies. Use when users ask about blast radius analysis, code change impact, who calls a function, downstream dependencies, or risk assessment before refactoring. Traces call chains, identifies high-risk modules, and provides ranked impact analysis.

Advanced intent interpretation system that analyzes user requests using cognitive science principles and extrapolates logical volition. Use when user requests are ambiguous, when deeper understanding would improve response quality, or when helping users clarify what they truly need. Applies probabilistic intent mapping, first principles decomposition, and Socratic clarification to transform vague requests into well-understood goals.

Use when documenting component implementation patterns, internal structure, or hand-off points - enforces NO CODE rule and diagram-first approach for leaf-level C3 documentation

Analyzes completed projects to identify generalizable patterns, common workflows, and reusable knowledge worth extracting into skills. Use after completing a project to review LOG.md, skill updates, and project artifacts. Generates extraction recommendations but does not modify skills directly (user decides whether to apply via skill-updater).

Generate privacy policy for Android apps with GitHub Pages hosting

Use this skill after code changes are made, when reviewing implementations, checking code quality, or ensuring constitutional compliance. Apply when user mentions reviewing, analyzing, or checking code quality. Also use proactively after significant code implementations to verify they follow mini_agent framework principles.

This skill helps developers work with the asd-cli tool - a standalone binary for ALPS (Application-Level Profile Semantics) profile validation, conversion, and processing. It provides CLI commands and

Gestionnaire d'emails Gmail PERSONNELS en français pour scanner, trier et archiver automatiquement les emails de l'INBOX selon des règles prédéfinies. **Utiliser pour TOUS les emails personnels (envoyer, lire, trier).** Utiliser quand l'utilisateur demande de "scanner les emails", "trier mes emails", "gérer ma boîte mail", "envoyer un email", "envoyer un mail" (sans préciser "professionnel"), ou toute tâche de gestion d'emails. Scanne UNIQUEMENT l'INBOX et déplace les emails vers les labels appropriés (personal/ecole, personal/voyage, personal/commandes, personal/Maison, pro/L'Oréal). **Note: Pour les emails professionnels L'Oréal, utiliser o365-manager.**

Develop IRB/ethics protocols for human subjects research. Use when: (1) Planning studies involving humans, (2) Preparing IRB applications, (3) Ensuring ethical compliance, (4) Addressing informed consent.

Reverses and exploits mobile applications. Use when working with Android APK files, iOS IPA files, mobile app reversing, Frida hooking, or app security analysis challenges.

Apply and validate the 7 Key Principles to code - TDD, Fail Fast, Modular, Reuse, Open Source, No Debt, Excellence. Checks code compliance and suggests improvements. Use during code review or refactoring.

B1_02 phase workspace setup protocol including npm outdated, npm audit, TypeScript version validation, quality gates enforcement. Ensures dependencies current, security patches applied, and workspace ready for implementation.

Organize and normalize an Obsidian vault in a Zettelkasten, folder-first style. Use when asked to scan/analyze an Obsidian vault, generate Report.md and an executable Plan.md, normalize filenames (YYYYMMDD Title), merge YAML frontmatter (type/status/created/updated/tags/aliases/source), plan moves between top folders (00_Inbox/10_Literature/20_Permanent/30_Maps/40_Projects/90_Archive), fix wikilinks and markdown links after renames/moves, manage attachments in per-top-folder _assets, and apply changes with rollback via backups in 90_Archive/_organizer_backups.

Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1), and professional image analysis with custom tooling. Use for image quality assessment, composition analysis, aesthetic scoring, photo critique. Activate on "photo critique", "composition analysis", "image aesthetics", "NIMA", "AVA dataset", "visual quality". NOT for photo editing/retouching (use native-app-designer), generating images (use Stability AI directly), or basic image processing (use clip-aware-embeddings).

Copies an existing landing page (from URL or image) into a specified page in the codebase using Playwright MCP. Iteratively refines the implementation until it matches the reference design and interactions as closely as possible. Use when the user wants to copy/reference/steal an existing landing page/url to replicate in their app

Create and use iOS simulator development builds with EAS for Expo/React Native apps. Use when setting up simulator-only profiles, building, installing, and running dev clients on iOS simulators.

Azure Key Vault + CSI Driver integration for Kubernetes secrets management. Use when creating SecretProviderClass resources, mounting secrets from Key Vault, troubleshooting 403 errors, syncing secrets to K8s, or configuring applications to use Key Vault secrets.

Apply private modules with public re-exports pattern for clean API design. Includes conditional visibility for docs and tests. Use when creating modules, organizing mod.rs files, or before creating commits.

Azure services, App Service, Functions, and enterprise cloud deployment.