Triage and fix a production error from a pasted stack trace or log snippet.
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.
The line at the top of this page pins the label v1.0.0, 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_3m3x4vcjkfmc6mt7
GET https://markdownregistry.com/api/v1/resolve?ref=anantys-oss/koan/incident
GET https://markdownregistry.com/api/v1/blob/9c6b01309f9b9e27572d80fbc460ad8e47bdfd909e904c984c86e78de93025f1
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.
anantys-oss/koan · .claude/skills/brain/SKILL.md · Consult, capture, and acquire knowledge in koan's OKF-conformant docs/ and specs/ bundles. Use for /brain ask…
anantys-oss/koan · .claude/skills/speckit-analyze/SKILL.md · Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after…
anantys-oss/koan · .claude/skills/speckit-clarify/SKILL.md · Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and…
anantys-oss/koan · .claude/skills/speckit-constitution/SKILL.md · Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent…
anantys-oss/koan · .claude/skills/speckit-converge/SKILL.md · Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new…
anantys-oss/koan · .claude/skills/speckit-implement/SKILL.md · Execute the implementation plan by processing and executing all tasks defined in tasks.md
anantys-oss/koan · .claude/skills/speckit-plan/SKILL.md · Execute the implementation planning workflow using the plan template to generate design artifacts.
anantys-oss/koan · .claude/skills/speckit-tasks/SKILL.md · Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
anantys-oss/koan · .claude/skills/speckit-taskstoissues/SKILL.md · Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design…
jikig-ai/soleur · plugins/soleur/skills/incident/SKILL.md · This skill should be used when scaffolding a redaction-gated post-incident report (PIR) after a production incident.
ulises-jeremias/agent-toolkit · plugins/agent-toolkit-complete/.github/skills/incident/SKILL.md · WHAT - Draft and review incident reports and RCA notes using Incident Management guidance;
ulises-jeremias/agent-toolkit · plugins/agent-toolkit-complete/.opencode/skills/incident/SKILL.md · WHAT - Draft and review incident reports and RCA notes using Incident Management guidance;
lamngockhuong/aiteamkit · plugins/atk/skills/incident/SKILL.md · Run a production incident and close it properly: a timeline built from evidence, impact and severity, the proven root…
greglas75/zuvo · skills/incident/SKILL.md · Incident response and postmortem generation from git/deploy context. When something breaks in production, this skill…
