fresh-eyes-review SKILL.md skillA
fresh-eyes-review from eai-org/agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add eai-org/agent-toolkit/fresh-eyes-review@v1.4Pins v1.4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- eai-org/agent-toolkit
- Path
skills/fresh-eyes-review/SKILL.md- Versions recorded
- 8
- Latest version
- v1.4, committed Oct 21, 2026
- First version recorded
- Aug 7, 2026
- Size
- 6,229 bytes
- Repository stars
- 82
- License
- MIT
Fresh-eyes review of a changeset by a fresh-context agent — catches what the authoring context reads past.
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
# Fresh-eyes review A context that produced a change reads its intent, not its text, so same-context review misses what a fresh reader would catch. The fix is procedural: a reviewer whose context holds only the artifacts. ## Workflow 1. **Resolve the inputs.** The changeset: whatever the invocation names — a branch, a commit, a diff range, a draft vs its original. Given none, infer it from the session — usually the work just finished, committed or not; no VCS required. With no session context to draw on, fall back to git: the working tree against HEAD (`git diff HEAD` plus untracked files) and the branch against its merge base with the fetched default branch of its tracking remote (`git ls-remote --symref <remote> HEAD`). One non-empty → take it; both → offer both in step 2's proposal; neither, or no target found → ask what to review. Pin the changeset as concretely as the environment allows — a diff or commit range where one exists, otherwise the touched files, with their prior state when reconstructable. Alongside it, a short statement of what the change is supposed to achieve, when one exists (the task as …
Read the whole file at its exact version.
How to install
mdr add eai-org/agent-toolkit/fresh-eyes-review@sha256:803c0c468494d71bThe line at the top of this page pins the label v1.4, 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_32u3sbytlnypxsme)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 7, 2026 and Oct 21, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.4 latest | 2026-10-21 | aafab75 | 6,229 B | A | view · diff |
| v1.3 | 2026-09-15 | 58029ae | 5,331 B | A | view · diff |
| v1.2 | 2026-09-11 | 44b016e | 4,977 B | A | view · diff |
| v1.1 | 2026-08-09 | af8356d | 4,271 B | A | view · diff |
| v1.0 | 2026-08-09 | 6786d53 | 3,933 B | A | view · diff |
| v0.5 | 2026-08-08 | 85e46f9 | 3,933 B | A | view · diff |
| v0.4 | 2026-08-07 | bfd5279 | 3,786 B | A | view · diff |
| v0.4 | 2026-08-07 | c6a953d | 3,732 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 (6229 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
eai-org/agent-toolkit · 82 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_32u3sbytlnypxsme GET https://markdownregistry.com/api/v1/resolve?ref=eai-org/agent-toolkit/fresh-eyes-review GET https://markdownregistry.com/api/v1/blob/803c0c468494d71b278913eda6b292f2dc7930feba08c472e03e3dfb3c82128b
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.
More from eai-org/agent-toolkit
Every file in eai-org/agent-toolkit