deep-review SKILL.md skillA
deep-review from lobehub/lobehub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lobehub/lobehub/deep-review@git:20261009.71f05f9Pins git:20261009.71f05f9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lobehub/lobehub
- Path
.agents/skills/deep-review/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261009.71f05f9, committed Oct 9, 2026
- First version recorded
- Jul 29, 2026
- Size
- 22,218 bytes
- Repository stars
- 84,260
- License
- a license file GitHub does not identify
Use for independent PR, diff or branch review; not explanations. Full multi-agent review requires an explicit deep-review request.
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
# Deep Review Multi-dimensional code review built on independent reviewers. Review breadth comes from parallel dimension coverage; precision comes from adversarial verification and global duplicate consolidation before findings reach the report. ## Core principles Every design choice below serves one of these. When unsure how to execute a step, come back here. 1. **Anti-hallucination** — reviewers need surrounding context, not only diff fragments. Deep mode verifies candidate findings through independent agents returning `confirmed` / `false_positive` / `need_more_context`. Light mode uses the bounded follow-up procedure below; it does not add a separate per-finding verification pipeline. 2. **Anti self-approval** — an agent that just wrote the code is grading its own homework and will pass it. Both modes use an **independent reviewer** with a third-party stance. Light: one reviewer that is not the main agent. Deep: independent subagents per the environment manual. Never silently degrade either mode to "the main agent reviews the diff itself". …
Read the whole file at its exact version.
How to install
mdr add lobehub/lobehub/deep-review@sha256:8d032aea6e080065The line at the top of this page pins the label git:20261009.71f05f9, 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_b5l5kwq5gaqevu2d)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 29, 2026 and Oct 9, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261009.71f05f9 latest | 2026-10-09 | 71f05f9 | 22,218 B | A | view · diff |
| git:20260907.25bf231 | 2026-09-07 | 25bf231 | 21,368 B | A | view · diff |
| git:20260830.d74e897 | 2026-08-30 | d74e897 | 21,105 B | A | view · diff |
| git:20260807.49a8407 | 2026-08-07 | 49a8407 | 19,173 B | A | view · diff |
| git:20260729.7e8b60f | 2026-07-29 | 7e8b60f | 18,879 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 (22218 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
lobehub/lobehub · 84,260 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch canary
API
GET https://markdownregistry.com/api/v1/artifacts/art_b5l5kwq5gaqevu2d GET https://markdownregistry.com/api/v1/resolve?ref=lobehub/lobehub/deep-review GET https://markdownregistry.com/api/v1/blob/8d032aea6e080065ed93ec8e5e87bd82e24f0cfb8c41bf803aa11d2f43562be7
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.