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.
npx skills add iBrain-BVBA/gutt-claude-code-plugin --skill pr-re-reviewgit clone --depth 1 https://github.com/iBrain-BVBA/gutt-claude-code-pluginWrote 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.
[](https://agentmods.dev/skills/ibrain-bvba/gutt-claude-code-plugin/pr-re-review)<a href="https://agentmods.dev/skills/ibrain-bvba/gutt-claude-code-plugin/pr-re-review"><img src="https://agentmods.dev/badge/skills/ibrain-bvba/gutt-claude-code-plugin/pr-re-review/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.
<a href="https://agentmods.dev/skills/ibrain-bvba/gutt-claude-code-plugin/pr-re-review"><img src="https://agentmods.dev/badge/skills/ibrain-bvba/gutt-claude-code-plugin/pr-re-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00150 | $0.03158 |
| Opus 5 | $0.00075 | $0.01579 |
| Sonnet 5 | $0.00030 | $0.00632 |
| Haiku 4.5 | $0.00015 | $0.00316 |
Grade A, and why
pr-re-review 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 8d 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.
How it starts
The opening of the file, as written. The whole thing — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PR Re-review
Static checks and a careful reader already cover what is visible in a diff. What neither covers is what this organization has learned: the agreement that says how this kind of change is made here, the finding raised on the last three pull requests in this file, the incident whose cause is one line above the change. A review that does not know those things re-litigates settled questions and misses the one that matters. This skill recalls them first, briefs the review with them, verifies every finding against the actual code before reporting it, and then offers the findings the team accepts back to memory so the next review starts where this one ended.
It is a second pass, and it says so in its name: it complements correctness-focused review and the project's own automated gates rather than replacing either. The merge decision is the human's.
Underneath, memory-search owns the search ladder and the relevance gate,
graph-traversal owns relationship walking, and memory-capture owns the
capture at the end — including its trust-tier gate, which is the reason this
skill cannot store a lesson on its own say-so. All three ship with the gutt-pro
plugin (this plugin depends on it); without them, follow the rules below and note
the gap in one line. Repository and pull-request access comes from whatever
tooling the session surfaces — a hosting-platform integration, or the local
checkout and its CLI. Find it in your tool list; names and prefixes vary per
install.
Hard rules (non-negotiable — read first)
- The review is delivered to the human, not to the pull request. No approving, no requesting changes, no merging, no pushing, no branch or label edits, and no inline comments posted as a side effect of reviewing. Posting any of it is a separate act, done only when the user asks in this session and approves the exact text: it is outward-facing, other people are notified, and an apology does not retract it. Silence is not approval.
- Every reported finding is verified at the source, and the verification is
what makes it reportable. Before a finding reaches the output, open the file
at the line and confirm the claim holds in the code as it now stands —
including the rest of the diff, which routinely already handles what a lane
flagged. A finding that survives is
confirmed; one that cannot be checked isunverifiedand says why; one that does not survive is dropped, not softened. Findings from parallel lanes are the raw material for this step and are never the output of the skill. - A recalled standard is quoted and cited, or it is not a standard. An agreement, decision, or lesson used to justify a finding carries its source (id, date) and the words it actually says. Never generalize a remembered preference into a team rule, and never attribute a finding to memory that memory did not supply — an invented house rule is the one failure that discredits the whole review, because the author has no way to check it.
- Severity is impact, not confidence, and the two are reported separately.
must-fixmeans merging it causes harm — data loss, a security hole, a broken contract, a violated recorded agreement.should-fixmeans real cost, later.consideris taste, and taste is capped: say so and keep it short. Pre- existing conditions the PR merely touches are labeled pre-existing and never counted against it. - The lanes get the brief; the brief is not optional. Recall runs before any lane starts, and every lane prompt carries the recalled material verbatim along with the diff scope. A lane that has to guess the team's standards invents them, which rule 3 then has to catch one finding at a time.
- Nothing is captured to memory without an explicit human signal. The
capture at the end is an offer. A finding the user accepts may be proposed as
a Lesson;
memory-captureowns the classification and its tier gate, and a Lesson needs that human signal regardless of how obviously true the finding looks. Never capture a finding the author disputed, and never capture during the review — only after the outcome is known. - A capture lands in the engagement's group scope, explicitly and verifiably.
Pass
group_idnaming that org group on the write, taken from a read that returned it — never guessed, never inferred from a write tool's name suffix, never left to the server to choose. Setlast_n_episodes=0. Then read the episode back and confirm the group on the stored record is the one intended; report the group in the reply. Org writes cannot be undone from a normal session, which is why the check happens after the write rather than instead of it. - Org scope on reads, bare tool names, and no invented ids. Pass explicit
group_idsnaming the org group on reads — from session results or by asking. Call memory, repository, and issue tools by whatever names the tool list surfaces; probe with ToolSearch before concluding one is missing. Cite nodes by the readable ids a read returned; never hand-build one.
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.
- 8d ago First seen · 255 lines · 150 tokens per session scan A ac4f060068a2
pr-re-review is a skill published in the GitHub repository iBrain-BVBA/gutt-claude-code-plugin (5 stars, last pushed 6d ago), licensed MIT. It adds 150 tokens to every session and 3,158 once invoked, about $0.0007 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.
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