Use when you need to create a new custom skill for a profile - guides through gathering requirements, creating directory structure, writing SKILL.md, and optionally adding bundled scripts

Read this skill when the user asks for a research report, deep research, industry report, analysis report, whitepaper, or any substantive document deliverable; or when the topic requires multi-source retrieval and cross-validation (competitive analysis, market analysis, industry research, deep dive, landscape survey); or when the user is unsatisfied with the depth of an existing answer. Keyword signals: research, deep research, deep dive, analysis, investigate, report, survey, industry analysis, competitive analysis, market analysis. Trigger when: (1) the user wants to produce a formal report or research document as the deliverable; (2) the topic requires current, verifiable data from multiple sources — news, market analysis, competitive landscape, industry research; (3) the user is unsatisfied with the depth of an existing answer. Skip when a single search or model recall suffices and no document output is needed.

Archive a completed SDD change by syncing delta specs. Trigger: orchestrator launches archive after implementation and verification.

Scan and manage brownfield repository/worktree defaults for interviews

Scan and manage brownfield repository/worktree defaults for interviews

Build a CSS-only theming module

Build a plain JavaScript extension module for the WebToApp Module Market

Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.

Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

Curate search results and BibTeX entries into a reliable source pack for a long research paper.

Use this meta-skill instead of answering directly when the current user asks to draft, repair, compile, or produce an academic/research paper or LaTeX manuscript. It uses multi-skill orchestration for manuscript workflows that need source search, citation planning, experiment or figure/table placeholders, drafting, length checks, citation integrity, and LaTeX/PDF compilation. Ordinary paper requests use a compact draft path; explicit full/PDF/long-form requests use the full manuscript path. Do not use it for web research reports, slide decks, document decisions, or generic plotting.

GitHub issue/PR triage: queues, CI, blockers, risk, proof, next actions.

Existing Chrome automation: Chrome plugin first, mcporter fallback.

Ensure codebase deliverables are properly packaged as ZIP exports in a dedicated final step

Generate documents with write_file when retrieval tools fail, with explicit guardrails against task context drift

Resolve file access failures by changing to the correct working directory before command execution

Systematic approach to diagnosing and resolving SSL/proxy connectivity issues with restricted websites

Systematic debugging workflow for SSL/proxy connectivity issues with government and institutional websites

Edit Excel workbooks only after anchored preflight audit, then require deterministic Python/openpyxl post-write proof that every requested criterion is satisfied or explicitly reconciled before finalizing.

Create and modify Excel workbooks with mandatory deterministic Python verification of workbook structure, required sheets, populated columns, and sample counts before reporting completion.