Install
$ agentstack add skill-adamlinscott-claude-skills-fresh-eyes ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
fresh-eyes
Audit a finished diff with fresh eyes. The mechanism is double-blind reconciliation: a subagent that never saw the conversation reads the diff blind and reports what it thinks the change does. The main context — which holds the real intent — compares that blind read against what the work was meant to do. The divergence is the signal.
Not only a bug-hunt. The primary lens is completeness and intent — did the change do what it was meant to, fully. Catching bugs and oversights is a secondary byproduct of that check, welcome but not the goal. For a dedicated correctness sweep, use /code-review or /codex review instead.
Workflow
Run these steps in order. Do not skip step 1 — it is the integrity gate.
- Pre-register intent (BEFORE any review). Write down, in the conversation, a
short brief: what we set out to do, what is in scope, what is out of scope. This must happen before reading the blind report, or the main context will rationalize the blind read into false agreement and the signal is lost. Show it to the user.
- Capture the change to audit. Try these sources in order; use the first that
yields a non-empty change:
- Override arg (if given): a commit range,
--staged, or an explicit path. - Git, uncommitted: working changes exist →
git diff HEAD. - Git, branch vs base: no uncommitted changes →
git diff ...HEAD, where
` is the repo's default branch (resolve via git symbolic-ref refs/remotes/origin/HEAD, fall back to main then master`, or ask the user if none resolve).
- Fallback — no git / not a repo / empty diff: reconstruct the change from THIS
session. Collect the files you created or edited this session and assemble their content (or a synthetic before/after diff) as the material to review. This is the common case for changes that were never committed to git. If you cannot reconstruct it, ask the user to point at the changed files or paste the diff — do not guess.
Whatever the source, the output of this step is a concrete diff or set of changed files to hand to the blind agent in step 3 — never the conversation itself.
- Spawn a fresh-context subagent (the Agent tool,
general-purposeorExplore).
Give it ONLY the diff or changed files from step 2 — never conversation history, even when the change was reconstructed from this session. Its blind read is the point. See [REFERENCE.md](REFERENCE.md) for the exact subagent prompt. It must report:
- What it believes this change does / fixes / builds.
- How well it is implemented (clarity, structure, tests).
- Oversights, bugs, missed edge cases, and shadow paths (nil / empty / error inputs).
If the subagent fails, times out, or returns nothing usable, retry once. If it still fails, tell the user and stop — never fabricate a blind read to fill the gap.
- Reconcile. Compare the blind report against your pre-registered intent.
Where the agent's understanding diverges from what you meant = dropped scope, or an implementation that does not express the intent. That divergence is the headline.
- Report using the template in [REFERENCE.md](REFERENCE.md): Intended → Delivered →
Divergences → Left to do (in scope) → Leftovers (out of scope) → Oversights/bugs → Verdict (DONE / DONE_WITH_CONCERNS / GAPS).
- Decide what happens next.
- If
--fixor--iteratewas passed, proceed into that mode now (see Modes). - If neither flag was passed, STOP and ask the user whether to fix the in-scope gaps,
run the bounded iterate loop, or leave it as a report. Modify nothing until they choose — the report alone never edits code.
Modes
The fix behavior is gated on explicit flags. If neither --fix nor --iterate is passed, the skill does NOT modify anything — it reports, then asks (step 6).
- (no flag) — report only. Produce the report and stop. Strictly read-only.
--fix. After the report, fix the in-scope gaps, then re-audit once.--iterate. Fix-and-re-audit loop, bounded to 3 rounds max. End with a final
overview: what was implemented, what remains in scope, what is deferred out of scope. See [REFERENCE.md](REFERENCE.md) for the loop.
Guardrails
- Never feed the intent to the blind agent. A contaminated read is worthless.
- Only
--fix/--iterate, or explicit user approval at step 6, may modify the tree.
With no flag and no approval, the skill is strictly read-only.
- One blind agent is enough for most diffs. For a large or high-stakes diff, fan out
2–3 with distinct lenses (does-it-work / completeness / bugs-and-edge-cases) and reconcile all of them — see [REFERENCE.md](REFERENCE.md).
Relationship to other skills
/review checks scope but in-context. /codex review is fresh but intent-blind. fresh-eyes is the union: fresh context AND intent reconciliation. A sibling plan-preflight skill (cold read of a plan before implementation) may follow; this skill stays diff-only.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: adamlinscott
- Source: adamlinscott/claude-skills
- License: MIT
- Homepage: https://adam.icu
Install and usage instructions live in the source repository linked above.
Reviews
No reviews yet, be the first.
Write a review
Versions
- v0.1.0 Imported from the upstream source.