Build out work based on a spec or tickets by driving TDD at pre-agreed seams and closing with code review. Use when the user requests implementation of a planned task or ticket, or invokes /implement.
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
Implement the work described by the user in the spec or tickets.
If the user passes a ticket reference, fetch it from the issue tracker and state its title before starting. If the reference is ambiguous, ask.
consult and apply the `tdd` skill (`.agents/skills/tdd/SKILL.md`) where possible, at pre-agreed seams.
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
Once done, consult and apply the `code-review` skill (`.agents/skills/code-review/SKILL.md`) to review the work.
Commit your work to the current branch.
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_gbqynulask445neb
GET https://markdownregistry.com/api/v1/resolve?ref=saifallah-star/aegis/implement
GET https://markdownregistry.com/api/v1/blob/f0f969656bfdc78734cc969f8291ea39c2f35c9e5d1d84c5b2fdd4c4c5d57c63
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-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/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…
rsmdt/the-startup · plugins/start/skills/implement/SKILL.md · Implementation entry point. Use to execute a completed specification. Reads the spec's slice and scenario tasks from…
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
ericrisco/rsc-harness · skills/implement/SKILL.md · Use when an approved plan and task list exist and it is time to turn them into working, reviewed code — ASDD stage 4…
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
boshu2/agentops · plugin/skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
boshu2/agentops · skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…