Execute an entire spec on an integration branch by coordinating implementer subagents across a ticket task graph, concluding with review. Use when the user invokes /implement-spec or requests implementing an entire multi-ticket spec.
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
You have been provided a spec. This spec should have tickets associated with it, describing how to implement the spec.
The issue tracker should have been provided to you. If not, tell the user to run `/setup-matt-pocock-skills`.
The goal is the entire spec implemented on a single **integration branch**, with every ticket resolved the way the issue tracker closes work.
The tickets are not a list of steps. They are a **task graph** with blocking relationships between them. This means there is always a **frontier** of tickets which are ready to be grabbed.
Communication to and from subagents should be sparse. Communicate primarily through **context pointers**: to the spec, tickets, research notes, and previous commits. Don't duplicate information already available via pointers.
**Implementer subagents** should be run in the background where possible for maximum concurrency.
## Steps
1. Read the spec and tickets to understand the task graph.
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The line at the top of this page pins the label git:20261016.0f9b29d, 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_sz2ipid2ub5j3dcf
GET https://markdownregistry.com/api/v1/resolve?ref=saifallah-star/aegis/implement-spec
GET https://markdownregistry.com/api/v1/blob/52b9aa309d24f25d03e3728a2275cbda1b0dadb71349ecaedfdfc983321d58b7
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/ask-matt/SKILL.md · Router to help choose the right skill or engineering workflow for your situation. Use when the user asks for guidance…
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/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…
dzhng/skills · skills/engineering/implement-spec/SKILL.md · Implement an existing spec through committed passes. Use for long or multi-pass specs that need maintenance checkpoints…
jellydn/my-ai-tools · skills/implement-spec/SKILL.md · Implement a complete spec from its ticket graph, using isolated workers and one integration branch.
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/implement-spec/SKILL.md · Implement a complete spec from its ticket graph, using isolated workers and one integration branch.
dzhng/duet-agent · .agents/skills/implement-spec/SKILL.md · Implement an existing spec through committed passes. Use for long or multi-pass specs that need maintenance checkpoints…
