Router to help choose the right skill or engineering workflow for your situation. Use when the user asks for guidance on which skill to use, is unsure how to proceed, or invokes /ask-matt.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Ask Matt
You don't remember every skill, so ask.
Before stating what a skill does or recommending a step be skipped, read that skill's SKILL.md: the summaries here are for orientation only.
A **flow** is a path through the skills. Most paths run along one **main flow**, and two **on-ramps** merge onto it. Everything else is standalone, or a vocabulary layer that runs underneath.
## The main flow: idea → ship
The route most work travels. You have an idea and want it built.
1. **`/grill-with-docs`** sharpens the idea by interview. Start here whenever you are **working in a working directory**: it's stateful, retaining what it learns in `GLOSSARY.md` and ADRs. (No working directory? Use `/grill-me` instead, covered under Standalone. Both run the same `/grilling` primitive; `grill-with-docs` is the one that leaves a paper trail, which makes it the better of the two whenever a repo is there to leave it in.)
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The line at the top of this page pins the label git:20261028.2d7a246, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_zdp63b5nqgbmapj6
GET https://markdownregistry.com/api/v1/resolve?ref=saifallah-star/aegis/ask-matt
GET https://markdownregistry.com/api/v1/blob/5ffed94b0a1a368d2473693332d37810486baaa736de3146675231778b619393
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
saifallah-star/aegis · .agents/skills/codebase-design/SKILL.md · Shared vocabulary and principles for designing deep modules with narrow interfaces. Use when designing module…
saifallah-star/aegis · .agents/skills/diagnosing-bugs/SKILL.md · Disciplined diagnosis loop for hard bugs and performance regressions: reproducible test -> isolate -> hypothesis ->…
saifallah-star/aegis · .agents/skills/domain-modeling/SKILL.md · Actively build and sharpen a project's ubiquitous domain language, glossary, and Architectural Decision Records (ADRs)…
saifallah-star/aegis · .agents/skills/grill-me/SKILL.md · Interview the user relentlessly about a plan, idea, or decision until all branches of the design tree are settled. Use…
saifallah-star/aegis · .agents/skills/grill-with-docs/SKILL.md · Relentless interview session to stress-test and clarify a design or plan while creating GLOSSARY.md and ADRs inline…
saifallah-star/aegis · .agents/skills/grilling/SKILL.md · Core interviewing primitive that maps decisions into a branching design tree, working the frontier one round of…
saifallah-star/aegis · .agents/skills/handoff/SKILL.md · Serialize the active conversation context into a structured handoff document for another agent or future session to…
saifallah-star/aegis · .agents/skills/implement-spec/SKILL.md · Execute an entire spec on an integration branch by coordinating implementer subagents across a ticket task graph…
saifallah-star/aegis · .agents/skills/implement/SKILL.md · Build out work based on a spec or tickets by driving TDD at pre-agreed seams and closing with code review. Use when the…
saifallah-star/aegis · .agents/skills/improve-codebase-architecture/SKILL.md · Scan a codebase for module deepening and refactoring opportunities, generate an interactive HTML report, and grill…
saifallah-star/aegis · .agents/skills/pr/SKILL.md · Format structured pull request bodies with concise visuals, test verifications, and blast-radius analysis. Use when…
sickn33/agentic-awesome-skills · plugins/agentic-awesome-skills-claude/skills/ask-matt/SKILL.md · Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
francostino/opencode-skills-collection · bundled-skills/ask-matt/SKILL.md · Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
rudycity/superagent · .agents/skills/ask-matt/SKILL.md · Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
aicodedecode/awesome-muse-skills · skills-imported/ask-matt/SKILL.md · Ask which skill or flow fits your situation. A router over the skills in this collection.
akillness/jeo-skills · .agent-skills/ask-matt/SKILL.md · Ask which skill or flow fits your situation. A router over the skills in this repo. Use when the user asks which of…