rumo-reflect SKILL.md skillA
rumo-reflect from rumoii/rumo-engineering-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rumoii/rumo-engineering-skills/rumo-reflect@git:20261025.94e5431Pins git:20261025.94e5431 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rumoii/rumo-engineering-skills
- Path
skills/rumo-reflect/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261025.94e5431, committed Oct 25, 2026
- First version recorded
- Oct 22, 2026
- Size
- 4,493 bytes
- Repository stars
- 9
- License
- MIT
Use only when the user explicitly asks to reflect on, review, or learn from the current session, such as "reflect", "复盘一下", or "what should the skills learn from this", or accepts an offer to review the session. Find recurring mistakes, user corrections, and skipped rules in the conversation, propose the strongest place to fix each one (a structural change, a check, a pinned test, skill text, or project instructions), and discuss every item with the user, who decides; nothing changes without…
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
# Rumo Reflect Turn what went wrong in this session into a fix the next session cannot miss, and change only what the user approves. ## Collect Candidates Read the current conversation and the files it changed. Look for: - corrections the user made, and repeated attempts or workarounds before something worked; - a rule in a skill, `AGENTS.md`, `CLAUDE.md`, or memory that the agent broke; - a skill that should have loaded and did not, or loaded when it should not have; - a step that cost time and produced nothing. Keep a candidate only when the situation will plausibly recur and a fix would change a future decision. Drop one-offs, matters of taste, and mistakes an existing rule already prevented. When a rule existed and was still broken, the candidate is why it was missed: its trigger wording, its placement, or a step that hides it. Record for each candidate: what happened with its place in the conversation, the decision it would change next time, the proposed location, and the proposed change in one or two sentences. ## Pick The Strongest Place Propose the first location that can hold the fix: …
Read the whole file at its exact version.
How to install
mdr add rumoii/rumo-engineering-skills/rumo-reflect@sha256:e05de24806537d4fThe line at the top of this page pins the label git:20261025.94e5431, 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_co2l62enwh6pnu4g)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 22, 2026 and Oct 25, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.94e5431 latest | 2026-10-25 | 94e5431 | 4,493 B | A | view · diff |
| git:20261022.82a0547 | 2026-10-22 | 82a0547 | 4,491 B | A | view |
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 (4493 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
rumoii/rumo-engineering-skills · 9 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_co2l62enwh6pnu4g GET https://markdownregistry.com/api/v1/resolve?ref=rumoii/rumo-engineering-skills/rumo-reflect GET https://markdownregistry.com/api/v1/blob/e05de24806537d4f8c2bbbdd9cbaffa30391e36e489c11bde2907985c921cb80
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.