全部能力

Upgrades dependencies across all detected package managers. Use when updating npm, NuGet, or pip packages project-wide.

Use when validating Stories, plans, or tasks through the evaluation platform with mandatory research, parallel evidence lanes, sequential merge, and bounded…

Orchestrate the full ToolUniverse self-improvement cycle: discover APIs, create tools, test with researcher personas, fix issues, optimize skills, and push via git. References and dispatches to all other devtu skills. Use when asked to: run the self-improvement loop, do a debug/test round, expand tool coverage, improve tool quality, or evolve ToolUniverse.

Builds interactive HTML presentation from project docs with Mermaid diagrams. Use when sharing project overview with stakeholders.

MemPalace — mine projects and conversations into a searchable memory palace. Use when asked about mempalace, memory palace, mining memories, searching…

Analyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.

Launches RFC and debate discussions on GitHub. Use when proposing changes that need community input or voting.

Produces prioritized triage report from open GitHub issues, PRs, and discussions. Use when reviewing community backlog.

Extracts procedural content from project docs into slash commands. Use when docs contain deploy, test, or troubleshoot procedures.

Creates slash commands from procedural doc sections. Use when transforming documentation prose into executable commands.

Composes and publishes announcements to GitHub Discussions. Use when sharing releases, updates, or news with the community.

Strategic job application planning and Resume SEO optimization. Approaches applications like marketing campaigns with market research, opportunity…

Optimize Amazon PPC campaigns by identifying and managing negative keywords. Reduce wasted ad spend by eliminating irrelevant search terms while protecting…

Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when user asks to:** - Combine keyword and semantic search - Implement hybrid search or multi-modal retrieval - Use BM25/pg_textsearch with pgvector together - Implement RRF (Reciprocal Rank Fusion) for search - Build search that handles both exact terms and meaning **Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.

Use when validating optimization plans through the evaluation platform with mandatory research, parallel agent evidence, sequential merge, and bounded…

Responds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.

Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications.

Audits test maintainability and structure: layout drift, orphan tests, fragmented duplicates, test-to-source mapping, and domain grouping. Use when auditing…

Researches standards and patterns via MCP Ref for Story Technical Notes. Use when Story needs standards research before task generation.

Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning (YouTube, Reddit, review platforms for GEO), content scoring targets, measurement framework, and content differentiation through original research and first-hand experience. Use when user says "blog strategy", "content strategy", "blog positioning", "what should I blog about", "blog topics", "content pillars", "blog ideation".