agent-ops-retro SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

agent-ops-retro from oleg-koval/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add oleg-koval/agent-skills/agent-ops-retro@git:20260901.09f854b

Pins git:20260901.09f854b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
oleg-koval/agent-skills
Path
adapters/claude/olko-reflection/skills/agent-ops-retro/SKILL.md
Versions recorded
1
Latest version
git:20260901.09f854b, committed Sep 1, 2026
Size
10,317 bytes
Repository stars
3
License
MIT

Retrospective on how the agents themselves are being operated, from local Claude Code transcripts plus the reports other jobs already produce. Answers what is going well, what is going wrong, what the human keeps having to repeat, and where delivery is leaking, then carries every unactioned finding forward with its age. USE THIS AUTOMATICALLY (no need for the user to name it) whenever the user asks to check all conversations, review agent usage, reduce the manual administration of agents, find…

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

<!-- Generated by scripts/build-adapters.sh. Do not edit directly. -->

# Agent Ops Retro

A retrospective on the operating layer, not the code. It asks whether the agents are being run
well: what the human had to repeat, what the guardrails caught, what they cost, and which findings
have been reported before and never actioned.

## Scope boundary

Three retro skills exist and they do not overlap.

| Skill | Looks at | Answers |
|---|---|---|
| `retro-analysis` | Repository history, delivery evidence, code quality | What shipped and how the code is trending |
| `wrap-up` | One finished change | Did this specific piece of work meet its goal |
| `agent-ops-retro` | Transcripts, hooks, skills, ledger, delegation logs | How the agents are being operated |

If the user asks about shipped work, hand off to `retro-analysis` and say so.

## Invocation

Accept a window: `14d` (default), `7d`, `30d`, or an explicit ISO date range. State the absolute
range at the top of the output. Convert relative dates to absolute.

## Step 0. Read, do not recompute

Several jobs already report on this state. Adding a fifth independent opinion is the failure mode
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add oleg-koval/agent-skills/agent-ops-retro@sha256:341570211e6abf61

The line at the top of this page pins the label git:20260901.09f854b, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lqtxn6fbah7ifmpz.svg)](https://markdownregistry.com/a/art_lqtxn6fbah7ifmpz)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 1, 2026.

versioncommittedcommitsizeaudit
git:20260901.09f854b latest2026-09-01 09f854b 10,317 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10317 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

GitHub

oleg-koval/agent-skills · 3 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lqtxn6fbah7ifmpz
GET https://markdownregistry.com/api/v1/resolve?ref=oleg-koval/agent-skills/agent-ops-retro
GET https://markdownregistry.com/api/v1/blob/341570211e6abf61cf251e329806d7f25aa742e07db79091b0cb5497c822980c

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.

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Every file in oleg-koval/agent-skills

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agent-ops-retro SKILL.md skill
oleg-koval/agent-skills · plugins/olko-reflection/skills/agent-ops-retro/SKILL.md · Retrospective on how the agents themselves are being operated, from local Claude Code transcripts plus the reports…
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agent-ops-retro SKILL.md skill
oleg-koval/agent-skills · adapters/cursor/olko-reflection/skills/agent-ops-retro/SKILL.md · Retrospective on how the agents themselves are being operated, from local Claude Code transcripts plus the reports…
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