fresh-eyes-review SKILL.md skillA
fresh-eyes-review from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/fresh-eyes-review@git:20260113.222b7dePins git:20260113.222b7de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
skills/2389-research/fresh-eyes-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260113.222b7de, committed Jan 13, 2026
- Size
- 6,298 bytes
- Repository stars
- 471
- License
- none declared
This skill should be used as a mandatory final sanity check before git commit, PR creation, or declaring work done. Triggers on "commit", "push", "PR", "pull request", "done", "finished", "complete", "ship", "deploy", "ready to merge". Catches security vulnerabilities, logic errors, and business rule bugs that slip through despite passing tests.
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 ## Core Principle **"NO COMMIT WITHOUT FRESH-EYES REVIEW FIRST"** This represents a final quality gate executed *after* implementation completion, passing tests, and peer review. The discipline applies universally, even without explicit skill activation. ## Key Distinctions Fresh-eyes review differs fundamentally from testing and code review: | Approach | Focus | Blind Spots | |----------|-------|-------------| | **Testing** | Validates expected behavior | Can't test for unknown edge cases | | **Code review** | Patterns and quality | Reviewer trusts author's intent | | **Fresh-eyes** | Deliberate re-reading with psychological distance | Catches what you thought was correct | **Critical insight**: "100% test coverage and passing scenarios" can coexist with "critical bugs" waiting discovery. ## Required Process ### Step 1 - Announce Commitment Explicitly declare: "Starting fresh-eyes review of [N] files. This will take 2-5 minutes." This announcement creates accountability and reframes your mindset from implementation to audit. ### Step 2 - Security Vulnerability Checklist Review all touched files for security issues: …
Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/fresh-eyes-review@sha256:13ad1e7ea68545aaThe line at the top of this page pins the label git:20260113.222b7de, 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_bdacthvezki2cj26)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 13, 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 (6298 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
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bdacthvezki2cj26 GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/fresh-eyes-review GET https://markdownregistry.com/api/v1/blob/13ad1e7ea68545aa3aee1b5e49e005c07bfb1159a69ffc62ee5c7f8512de842c
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 aiskillstore/marketplace
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