Conduct a retrospective on a coding session, suggesting actionable improvements to tooling, steering files (AGENTS.md), and automated checks. Use when the user invokes /retro or requests a session retrospective.
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
The user has asked for a **retrospective**. You are suggesting improvements to the coding agent's **environment** to improve future runs.
## Steps
1. consult and apply the `writing-for-agents` skill (`.agents/skills/writing-for-agents/SKILL.md`) for the writing style guide.
2. Read the primary sources for the session the user specifies. This may mean searching through session logs on this machine. If the user doesn't specify a session, default to the current one.
3. Look for candidates for improvement in these categories.
- **Navigation**: how easy was it for the agent to find the right files? Are there hidden dependencies between files? Would a **navigation pointer** make it easier? _Use when_ the session took a long time to find a piece of information.
…
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_tjsiiyv6vou4s2pc
GET https://markdownregistry.com/api/v1/resolve?ref=saifallah-star/aegis/retro
GET https://markdownregistry.com/api/v1/blob/1b4a4ac6674d3d5f677c258f27c9e6f7d557d80c4cbec1e3b33c4cb6a59772c9
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/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…
apmantza/pi-lens · .claude/skills/retro/SKILL.md · Run the pi-lens retrospective — turn a session, an incident, or a merged bug fix into environment changes (checks…