Use when the user asks what GitNexus is, when to use it (vs sem), what the web UI offers, or how the index/embeddings work. Conceptual reference for the manual human GitNexus setup. Examples: "what is gitnexus for?", "should I use gitnexus or sem?", "what can the gitnexus UI show me?".
Use when the user wants to run GitNexus to explore or document a codebase: build/refresh its index, open the web UI, generate a wiki, or check status. GitNexus is a manual human tool here — help the user run the `gnx` commands. Examples: "index this repo with gitnexus", "open the gitnexus UI", "generate a wiki for this project", "gnx".
Expert in Claude prompting, skill creation, hooks management, MCP configuration, sub-agents, memory management, and Claude Desktop app features. Use when writing prompts, creating Claude Code skills, configuring hooks, setting up MCP servers, creating custom sub-agents, managing memory (auto memory, CLAUDE.md, rules), asking about Claude Code architecture, or discussing Claude Desktop features (scheduled tasks, cowork, etc.).
Analyzes past Claude Code conversations to roast your prompting habits and compute efficiency. Reads user prompts, cross-references with tool errors and corrections, analyzes model/reasoning choices (Fable vs Opus vs Sonnet vs Haiku), then generates dual scores (prompt quality + compute efficiency), worst habits, techniques, and a personalized model selection cheat sheet. Tracks scores over time so you can see improvement. Use when you want honest feedback on your prompting skills.
Analyzes past Claude Code conversation logs to learn from mistakes. Extracts tool errors, user corrections, and repeated failures, then writes actionable learnings to auto memory. Use when you want Claude to stop repeating the same mistakes across sessions.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree one question at a time. Use proactively while in plan mode and before finalizing or presenting any implementation plan, design, or architecture decision — and whenever the user wants to stress-test a plan, get grilled on their design, or says "grill me".
Generates personalized learning plans for any topic (tech or non-tech). Assesses current knowledge, researches official documentation and resources, creates structured learning paths with theory and practice modules. Stores the plan in Obsidian for interactive follow-up with the learning-tutor agent. Use when: learn, study plan, learning path, curriculum, teach me, how to learn, formation, apprendre, study, training.
Expert-comptable IA pour les entreprises françaises. Co-pilote comptable et fiscal compliance-first. Utiliser ce skill pour: - Comptabilité générale (écritures, journaux, balance, grand livre) - Classification PCG (Plan Comptable Général) - TVA (déclarations, régimes, intra-UE, autoliquidation) - Impôts (IS, IR, CFE, CVAE, taxes diverses) - Clôture annuelle (amortissements, provisions, cut-offs) - Obligations légales et calendrier fiscal - Analyse de risques et conformité - Toute question comptable ou fiscale française Triggers: comptabilité, TVA, impôts, bilan, compte de résultat, écriture comptable, PCG, clôture, liasse fiscale, expert-comptable, French accounting, French taxes