This file is byte-identical to the first copy the registry indexed, one of 8 indexed copies. Same content hash, so the same checks give both the same grade.
to-spec from asymmetric-al/core is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
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
This skill takes the current conversation context and codebase understanding and produces a spec. Do NOT interview the user; just synthesize what you already know.
The issue tracker and triage label vocabulary should have been provided to you. If not, tell the user to run `/setup-matt-pocock-skills`.
## Process
1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.
2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.
Check with the user that these seams match their expectations.
3. Write the spec using the template below, then publish it to the project issue tracker. Apply the `ready-for-agent` triage label - no need for additional triage.
<spec-template>
## Problem Statement
The problem that the user is facing, from the user's perspective.
## Solution
…
The line at the top of this page pins the label git:20260923.15c9348, 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_kbjy2czljoqieh3r
GET https://markdownregistry.com/api/v1/resolve?ref=asymmetric-al/core/to-spec
GET https://markdownregistry.com/api/v1/blob/43ad9cf318e5e7d3d1fa360253a37021796dc87a0c2e595ad262661a10f85088
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.
asymmetric-al/core · .agents/skills/accessibility-review/SKILL.md · Audit and fix accessibility in Core UI. Use when changing or reviewing buttons, links, forms, validation, dialogs…
asymmetric-al/core · .agents/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
asymmetric-al/core · .agents/skills/agent-email-inbox/SKILL.md · Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers…
asymmetric-al/core · .agents/skills/anim/SKILL.md · Tasteful, subtle web UI animation following Emil Kowalski / animations.dev principles. Use when adding or reviewing…
asymmetric-al/core · .agents/skills/animate/SKILL.md · Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it…
asymmetric-al/core · .agents/skills/animation-vocabulary/SKILL.md · Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the…
asymmetric-al/core · .agents/skills/api-design-principles/SKILL.md · Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight…
asymmetric-al/core · .agents/skills/apple-design/SKILL.md · Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing…
asymmetric-al/core · .agents/skills/ask-sonner/SKILL.md · Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and…
kunolu/640-skills · sbtd-workflow-onboard/assets/external-skills/stable/skills/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
vodailocz/kilo-kit-mcp · skills/engineering/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/conversation-to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
mambo-wang/codewiki-plus · .codebuddy/skills/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
mambo-wang/codewiki-plus · .trae/skills/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
ethanyoq/skill-hub · archives/user-installed-skills/to-spec/4939a761c28d866d/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of…
chinkan/rustfox · .agents/skills/to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
