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Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
Use when the user mentions "hyperframes", wants to preview a composition in the studio, render to MP4/WebM, scaffold a new video project, lint or validate a composition, or troubleshoot rendering. Also use after finishing a composition with compose-video — lint and preview are the natural next steps.
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's backlog backend (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out` — or if those skills appear to be missing context about the backlog, triage labels, or domain docs.
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Use when the user wants bold, italic, or monospace text for LinkedIn (or any plain-text field) — converts words to Unicode Mathematical Alphanumeric characters that survive paste, with honest guidance on accessibility costs and when not to use it.
Search and retrieve Japanese National Diet meeting minutes via the official NDL Kokkai API (no authentication required). This skill covers all Diet sessions since 1947, supporting keyword search, speaker lookup, meeting-level retrieval, and filtering by date, session number, and parliamentary faction. It is useful for political research, legislative tracking, speech analysis, and any task involving Japanese parliamentary records. Use this skill when researching Japanese Diet debates, MP statements, or parliamentary records. It does not apply to the Imperial Diet (including the House of Peers, before May 1947), which is served by the separate NDL Imperial Diet API.
Build Person DNA for fitness coaches who serve local offline members. It is used when users request initial profile creation, organizing information via voice, continuing interviews, or updating personal information; six groups of questions are displayed at a time to sort out business and venue advantages, pain points of main customer groups, real customer issues, identity and delivery, highlight cases and reasons for choice, which are confirmed by the coach themselves and then reused by content skills. For existing profiles, only relevant gaps are filled, and re-creation is not required; no direct copywriting is generated.
Triage supplied or imported security findings against a repository using its security policy and static code evidence. Accepts scanner reports, advisories, GitHub findings, and Jira or Linear tickets. Do not use for discovery, duplicate triage, runtime validation, or fixes.
Designs and tests controls over financial reporting — segregation of duties, approval limits, evidence, and preparing for audit. Use this to design controls for a process, prepare for an external audit, respond to an audit finding, set approval thresholds, or assess where a small team's segregation of duties is genuinely broken.
Cell type annotation: SCSA, MetaTiME, CellVote consensus, CellMatch, GPTAnno, weighted KNN label transfer in OmicVerse.
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