fresh-eyes

fresh-eyes is a skill for Claude Code from sandsower/beislid. It costs 72 tokens per session (1,287 once invoked), scanned A, original, MIT.

A final, read-only review skill that examines the complete set of changes rather than individual code sections. It checks consistency across files, configuration, documentation, limits, and compatibility with the starting code.

In plain words
What is it for?
It is for a last review before opening a pull request, checking a whole patch after fixes, and reporting findings without editing or submitting anything.
Why use it?
It can reveal problems caused by interactions between files or stale documentation that a narrower review may miss.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the beislid plugin — 21 skills shipped together

Good fit It is for a last review before opening a pull request, checking a whole patch after fixes, and reporting findings without editing or submitting anything.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sandsower/beislid/fresh-eyes
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add sandsower/beislid --skill fresh-eyes
Clone the repo
git clone --depth 1 https://github.com/sandsower/beislid

Made for: Claude Code.

Or install beislid, the plugin that ships this one along with the rest of its 21 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for fresh-eyes

README.md
[![agentmods](https://agentmods.dev/badge/skills/sandsower/beislid/fresh-eyes/github.svg)](https://agentmods.dev/skills/sandsower/beislid/fresh-eyes)
Your own site
<a href="https://agentmods.dev/skills/sandsower/beislid/fresh-eyes"><img src="https://agentmods.dev/badge/skills/sandsower/beislid/fresh-eyes/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fresh-eyes

Your own site · 80×15
<a href="https://agentmods.dev/skills/sandsower/beislid/fresh-eyes"><img src="https://agentmods.dev/badge/skills/sandsower/beislid/fresh-eyes.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,287 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.01287
Opus 5 $0.00036 $0.00643
Sonnet 5 $0.00014 $0.00257
Haiku 4.5 $0.00007 $0.00129

Measured 10d ago against content hash b38082ed10ce, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

fresh-eyes scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/fresh-eyes/SKILL.md · 153 lines

How it starts

The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Fresh Eyes

Run a final whole-diff review pass with no session-history bias. This is a side-effect-free review primitive that uses the same output contract as review, but with a different posture: look across the entire change set after the obvious iterative fixes are done.

fresh-eyes may read files, inspect diffs, and classify findings. It must not edit files, commit, push, post comments, update tickets, create PRs, or run a fix loop. Callers decide what to do with the findings.

Use this for:

  • Final pre-PR review from ready-for-review after the normal review loop
  • A last-pass review after rinse has applied iterative fixes
  • Checking a supplied patch for cross-file consistency and drift
  • Catching baseline issues that hunk-by-hunk review missed

If the repo declares custom lifecycle hooks, read ../lifecycle-hooks.md and honor any phase-boundary hooks before and after fresh-eyes.

Do not use this for:

  • The first local diff review — use review
  • Interactive walkthroughs — use walk-the-diff
  • Fixing review findings — return findings to the caller
  • Posting PR comments — use pr-patrol

Process

1. Establish the input

Accept one of:

  • Caller-supplied diff/range/context
  • Local git diff against a base branch
  • Pasted patch/diff

If reviewing local changes and the caller did not supply a range:

git status --short
gh pr view --json baseRefName,headRefName 2>/dev/null
git merge-base HEAD main  # or master / PR base when applicable
git diff <base-sha>...HEAD --stat
git diff <base-sha>...HEAD

If the base is unclear, ask once.

2. Load compact context only

Prefer context supplied by the caller:

  • What changed and why
  • Ticket/spec/design summary
  • Verification already run
  • Previous review findings that were fixed or accepted
  • matching break_spec_approved, spec_approved, or blueprint_approved latest pointer entries when the ticket uses custom artifact locations

Do not rely on long conversation history. If context is missing, say so and review against general production readiness.

Read the full file on GitHub · 153 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 153 lines · 72 tokens per session scan A b38082ed10ce

Subscribe to this mod's changes

fresh-eyes is a skill published in the GitHub repository sandsower/beislid (10 stars, last pushed 10d ago), licensed MIT. It adds 72 tokens to every session and 1,287 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.