Continue GitHub roadmaps autonomously for personal projects or small teams: recover unfinished work, prioritize dependencies, and group related issues into concept-level PRs with reviewable commits. Use for sustained backlog delivery with less per-ticket ceremony while retaining decisions, tests, CI evidence and roadmap traceability. Application size does not select Enterprise; do not run competing delivery loops.
Create, register, or repair skills and governed capability Agent Plugins in svg153/skills through zero-write plans, explicit ownership, approval hashes, rollback, catalog registration, and validation. Use for catalog lifecycle work, not ordinary skill prose edits or releases.
Research and compare products or services before a purchase, especially home, household, technology, networking, appliances, and smart-home equipment. Use when the user asks what to buy, shares product links, compares models or shops, asks whether an upgrade is worthwhile, or wants prices, compatibility, alternatives, and a critical recommendation.
Plan, fact-check, draft, adapt, and maintain credible social posts, comments, reposts, threads, and long-form articles for LinkedIn, X/Twitter, blogs, and community channels. Use when turning technical work, research, repositories, events, or external posts into publishable content while preserving attribution, evidence, tone, and privacy.
Deep competitive intelligence for any market. Analyzes competitors' products, pricing, customer sentiment, GTM strategy, and growth signals using real web data. Produces battle cards, pricing landscape, and feature matrix. Use when the user wants to understand their competitive landscape, analyze competitors, compare products in a market, or research who they're competing against. Triggers for "who are my competitors", "competitive analysis", "competitor research", "battle cards", "pricing comparison", "competitor pricing", "market players", "competitive intelligence", "competitive landscape", "who else is in this space", "competitive moat", or any request to profile, compare, or map competitors in a category. Works standalone — no prior startup-design session needed.
Design, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup idea to explore, wants to validate a business concept, needs a business plan or lean canvas, asks for market sizing or competitive landscape, wants brand positioning or go-to-market strategy, or says anything like "I have an idea for..." or "is this idea worth pursuing". Also handles resuming from a previous checkpoint.
Build investor-ready pitch scripts in multiple formats (10-min, 5-min, 2-min, 1-min elevator, investor email). Produces pitch narratives, Q&A preparation, pitch scoring rubric, and optional investor roleplay practice. Use when the user wants to create a pitch, prepare for investor meetings, craft a startup pitch, write a fundraising narrative, or practice their pitch. Triggers for "pitch deck", "investor pitch", "pitch my startup", "fundraising deck", "seed deck", "how to pitch", "investor meeting", "demo day", "prepare pitch", "pitch script", "elevator pitch for investors", "pitch practice", "practice my pitch", "investor roleplay", or any request to present a startup to investors, accelerators, or partners. Works standalone — no prior startup-design session needed, but leverages its output if available.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.