incident-learning SKILL.md skillA
incident-learning from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/incident-learning@git:20260802.4f14ce3Pins git:20260802.4f14ce3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
incident-learning/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260802.4f14ce3, committed Aug 2, 2026
- Size
- 14,302 bytes
- Repository stars
- 166
- License
- MIT
Convert operational incident and near-miss evidence into durable product, engineering, test, evaluation, and governance improvements with verified closure. Separate observed facts from causal hypotheses and unresolved uncertainty; map follow-up work across code, tests, skills, operations, product, and governance; track ownership, verification, and closure for every finding. Do not use to assign blame or produce a generic postmortem template; do not close learning because tickets were created —…
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
# Incident Learning Convert operational incidents, near misses, and exercise findings into verified, owned improvements across product, engineering, test, evaluation, and governance domains. This skill owns the learning pipeline — the structured method that takes raw incident evidence and produces durable follow-up work with closure evidence. It does not own incident response, postmortem facilitation, or implementation of follow-up work; it owns the conversion from evidence to verified change. ## When to use | Trigger | What it covers | |---|---| | "Convert this incident into follow-up work" | Evidence separation, causal ledger, follow-up work map, ownership assignment | | "What did we learn from this incident?" | Learning record with facts, hypotheses, uncertainty, escaped-from mapping | | "Track this finding to closure" | Verification record, closure evidence, follow-up work status | | "Link this incident to a missing requirement" | Escaped-from gap mapping: requirements, monitoring, authority, migration, adoption | | "Review our incident follow-up closure rate" | Learning pipeline audit, unverified closures, stale follow-up work | …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/incident-learning@sha256:3e1b951dfa9049e1The line at the top of this page pins the label git:20260802.4f14ce3, 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.
[](https://markdownregistry.com/a/art_y6rhwxtkkmf367vd)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14302 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
magnus919/agent-skills · 166 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y6rhwxtkkmf367vd GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/incident-learning GET https://markdownregistry.com/api/v1/blob/3e1b951dfa9049e152a0eed6f8704808b2135252d138d91c72bf9baca7436ee2
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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.