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Review Pr

Organization
AMD-AGI
review-pr

Review a Hyperloom pull request. Invoke with a PR number whenever asked to review, re-review, or sanity-check a PR in this repository. Collects the PR into a scratch directory, selects from rules.md only the rules this diff can trigger, forces a semantic and core-file risk assessment before any finding is written, refutes every finding twice, and publishes an English conclusion to the PR. The output has two parts only: what the PR does, and blocking issues.

Overview

PublisherAMD-AGI
RepositoryHyperloom
Skill namereview-pr
Stars
250
Forks
74
Bundled files
3
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by AMD-AGI on GitHub. Read the source before you install it.

Installation

Install the Review Pr AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/AMD-AGI/Hyperloom/tree/main/.claude/skills/review-pr
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/AMD-AGI/Hyperloom.git /tmp/Hyperloom
mkdir -p .claude/skills
cp -r /tmp/Hyperloom/.claude/skills/review-pr .claude/skills/review-pr
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Review Pr in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Review Pr on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Review Pr is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Hyperloom PR review

Written for an agent to execute top to bottom. Every step writes an artifact into $WORK; a step that leaves nothing behind is one a review can skip without the skip being visible. $WORK defaults to /tmp/hl-review-<PR> and is printed by fetch.sh.

Output contract

The published review has exactly two parts: what the PR does, and blocking issues. Nothing else.

Non-blocking observations are deleted, not softened. Not "note", not "FYI", not "non-blocking but", not "for reference", not a postscript under the conclusion. If the only way to keep an observation is to relabel it, it fails the bar and goes.

The bar is one question: if this is not changed, is the current behaviour wrong?

Blocking means one of three things, and the repo treats them as equal:

KindWhat counts
Wrong behaviourcorrectness, crash, data or precision error, compatibility break, security, performance regression
Desyncan operator-observable change the PR description never states; PR title or description does not match the diff at the current head
Contract violationthe diff breaks a rule AGENTS.md states outright, and the finding names the bullet it breaks plus, where that bullet is about ownership, the module in this repo that already owns the concern

The third kind is the narrow one. "This could be simpler", "I would have put it elsewhere" and "consider extracting a helper" are reviewer taste and are deleted like anything else. What survives is the case where the repo has already decided — a detour around a path that exists, or a concern implemented outside the module that owns it — and the decision is written down where both sides can read it. A finding that cannot name the bullet and the owner is taste wearing a citation, and it goes.

If there are no blocking issues, say so explicitly. Do not manufacture small ones to fill space.

Links out, not restatement

The authoring contract lives in the repo and is not copied here. Read and cite, do not restate: AGENTS.md, .github/copilot-instructions.md (including its explicit do-not-flag list), docs/contributing/style-guide.md, .github/PULL_REQUEST_TEMPLATE.md. Anything already gated by ruff, pylint, mypy, CodeQL, gitleaks, bandit, REUSE, pre-commit or the coverage floor is out of scope: re-flagging a gated rule is a defect in the review, not a finding.


Step 0 — Scope

Before fetching anything, answer two questions from the title and body and hold them open:

  1. What is this change for — what wrong behaviour or missing capability does it address?
  2. By what route — which layer does it change, and is that the layer that owns the concern?

No artifact. A body that answers neither is already a signal: a description naming no mechanism usually accompanies a diff nobody traced end to end.

Step 1 — Fetch

bash
bash .claude/skills/review-pr/fetch.sh <PR>

Keep the $WORK it prints. Read diff.txt and body.txt before going on.

filewhat it is for
meta.txtnumber, title, author, state, head sha, base ref, url, mergeable
title.txtthe title, one line — rule X2 checks it against the diff
body.txtthe description, checked the same way
diff.txtthe full diff against the merge base
files.txtchanged paths, one per line — the input to rule selection
numstat.txtadded, deleted, path — size and shape of the change
commits.txtcommit subjects, oldest first; a late commit is where a description goes stale
base.txtmerge-base sha — every "is this pre-existing" question is answered against it
ci.txtcheck runs at the current head: name, conclusion, url
comments.txtexisting review and issue comments — do not repeat a point already made (Step 7)
testfiles.txtchanged paths under a tests/ directory
docfiles.txtchanged docs, prompts and .md/.rst paths — empty beside a src/ change is X3's shape
openprs.txtother open PRs touching the same files — conflicting in-flight work; a # PARTIAL: line names what was never compared, reported as SKIPPED: V4 (rule V4)

Step 1b — Select the rules

Open the index at the top of rules.md and take every row whose trigger matches files.txt and a skim of diff.txt. Write the union of their rule ids into $WORK/rules.txt, one per line, then read only those bodies. Never read rules.md whole — it holds 75 rules across 10 families, and a reviewer told to attend to all of them attends to none. Match rows generously: a row you are unsure about is taken, never dropped. V1-V8 and X2 are on every list.

Step 2 — Semantic understanding

Answer all five from the diff, not the description. One line each into $WORK/answers.txt, prefixed Q1: … Q5:. An answer that anchors in nothing — no path, symbol or condition — is not an answer; rewrite it before going on.

  • Q1 — State the root cause in one sentence. Not the symptom, not a list of mitigations. A body listing three improvements instead of one causal change is the tell that nobody found the cause.
  • Q2 — Name the route. Which module, which function, which call path now behaves differently, and why there rather than at the layer above or below.
  • Q3 — What does this make observable to an operator? A behaviour, an interface, a default, a flag, an artifact path, a metric, a log line. If the answer is "nothing", say what makes that true — that claim is what the exemption in AGENTS.md rests on.
  • Q4 — Name every consumer of a changed value. For each new or changed status string, enum member, field, keyword argument or return shape: the membership tests, the call sites, the readers of the persisted document, the prompt that names it. Grep, do not guess.
  • Q5 — What would it take for this change to be wrong? Name the input, configuration, phase or race that would make it produce a wrong answer. "Nothing" is not an answer.

Step 3 — Core-file risk

Write one line per backbone file the diff touches into $WORK/core_files.txt:

<path> TIER1|TIER2|TIER3 COVERED|GAP|N/A -- <reason naming what THIS PR changed>

Every changed non-test file under src/ gets a line, Tier 3 included — check the list against files.txt. Writing a tier lower than references/tiers.md gives it is not a route past the checks the real tier requires.

COVERED = the blast radius is exercised by this PR's tests or is unreachable from the change. GAP = it is not, and that goes on the card. N/A = the change cannot reach it. A reason that names no file or symbol this PR changes is worthless — "core file, large blast radius" is equally true of every PR ever opened against that file.

A docs-, CI- or test-only diff touches nothing under src/: write one NONE -- <reason naming what it does touch> line.

Tiers come from references/tiers.md: a table of the backbone files, and Q1–Q4 for anything not in it, including new files. Q1b is the one that bites — Coordinator holds 24 collaborators as explicit attributes, so a rename passes every import check, passes lint, passes collection, and fails only hours into a session when that phase is entered. Grep the class name, not just the symbol.

Step 4 — Rule checklist

Adjudicate every rule id in $WORK/rules.txt. One line each into $WORK/verdicts.txt:

<RULE-ID> FIRE|CLEAR|N/A -- <reason naming file:line, symbol, or the condition>

CLEAR is a claim that you looked and it does not apply to this diff; the reason is what makes it checkable. "ok", "n/a", "fine" are not reasons. Step 1b already cut the list to what this diff can trigger, so there is no rule here you may pass over because the list looked long. A FIRE must cite a file this PR changes; everything else — the header stating the contract, the prompt naming the flag, the doc that did not move — is evidence and welcome beside it.

Step 5 — AI-code diagnostic

A clean, well-written description is something AI produces easily; these are the structural places a diff that reads well hides its defects. One line per check into $WORK/ai_diagnostic.txt:

<check>: CLEAN|HIT -- <what you looked at and what you found>

"clean" alone is not an answer; a reason that names nothing in the diff is not one either.

  1. wiring — both directions. Every first-party import the diff adds resolves against the merge base. Every name-resolved entry (KERNEL_REQUEST_HANDLERS, ACTION_CATALOGUE, action-surface names) has a module and class that exist. Then the inverse: an added identifier whose head-tree occurrence count is 1 is a writer with no reader; a removed caller whose helper survives is a reader with no writer. Both are blocking.
  2. twins — Twin divergence. Mirrored code half-adapted: sibling executors, per-framework patchers (vllm / sglang / atom / xdit), sync and async variants, the duplicated frozensets in protocol/intent.py and agents/critic. The defect is the asymmetry, not the copy.
  3. claims — Claim against code. Does the code enforce what the description, the docstring, the comment and the prompt assert? Every number, flag name, path and default in the description must be greppable in the head tree. A number you cannot trace to an output is [unverified] and is never repeated as fact.
  4. silent-failure — Safety theater and silent failure. For each new guard, try, except or default: is it reachable, will it ever fire, does it convert a failed measurement, a failed patch apply or a failed artifact write into a plausible-looking value? A fail-closed gate that coalesces a missing input to a passing default is the blocking shape.
  5. test-falsifies — Test calibrated to pass, not to falsify. Does the test drive the production entry point or a mock of it? Does it assert behaviour or restate the implementation? Would it fail on the merge base? A regression test that passes on base pins nothing.
  6. constants — Unjustified constants and unbounded lifetimes. A new timeout, budget, deadline or threshold literal: finite, positive, single-sourced, and derived from somewhere. A create_task whose handle is not stored, an await-less blocking call inside async def, a subprocess with no timeout and no kill path.

Step 6 — Free-form pass, then the build-it-again and blind-spot lines

Read the diff as someone who knows this system. Does the approach belong at this layer? Any correctness risk the rules missed — a phase entered twice, a resume landing on a state shape the new code cannot read, a destructive sweep scoped by pattern rather than by what this run owns, a number compared against one another measurement system produced?

Then two questions, both answered in full rather than assented to.

Append a BUILD: line to $WORK/answers.txt: "If none of this code existed, what would you build — and does every mechanism this diff adds need to exist?" Name what you would build, then say which of the diff's parts it does not contain. A part that survives that comparison only because it is already written is the answer this question exists to catch. Anything found here is a Contract violation candidate and carries the AGENTS.md bullet and the owner module with it, or it is taste and stops here.

Append a BLIND: line: "Is there any correctness risk, resource hazard, or behavioural edge case in this diff that none of Steps 1-5 caught?" A bare "no" is not an answer — say what you looked for and did not find. Anything found after this point goes on the card marked -- late finding rather than back into a finished artifact, so that the order the review ran in stays legible.

Step 7 — Refutation

Try to kill each candidate finding before it reaches the card. One block per finding in $WORK/refutations.txt:

FINDING: <RULE-ID|free:slug>
ATTEMPT: <what you opened, ran or compared to kill it -- must name a file, symbol or command>
OUTCOME: SURVIVES|DROPPED -- <what that showed>

The key is the same one the card will use, and every FIRE in verdicts.txt needs a block. An ATTEMPT that names nothing openable is not a refutation: nobody can repeat it. With nothing to refute, write a single FINDING: none -- <reason> line; an empty file reads the same as a skipped step.

Attack in this order: is the line added by this PR or pre-existing context around an added line (compare against base.txt); does the symbol resolve somewhere the diff did not show; is the trigger reachable in a real configuration; is the point already made in comments.txt by anything other than an earlier review-pr card. A finding on an earlier card is not "already made": re-verify it at the current head, keep it if it still holds, drop it if it was fixed.

Then hand card.md, the diff and base.txt to a reader who has not seen your reasoning — a second agent or a person — with every finding false until defended. $WORK/independent.txt takes the same FINDING / ATTEMPT / OUTCOME blocks, one per finding that survived above. With no such reader, write FINDING: none -- no independent reader available and say so on the card.

Step 8 — Verdict

Before writing the card, walk verdicts.txt in both directions: nothing goes on the card that is anchored in no changed file, and nothing marked FIRE quietly vanishes from it — report it, change the verdict, or write -- not reported: <reason>.

Card contract

The bracketed key joins the finding back to its FIRE line in verdicts.txt and to its surviving blocks in refutations.txt and independent.txt. A finding with no key cannot be cross-checked.

## PR #NNN -- <title>

What it does: <one or two sentences: the wrong behaviour or missing capability, and the route
taken. Written for someone who has not read the diff.>

Blocking issues: <N | none>

1. [<RULE-ID|free:slug>] <one-line summary> [verified|inferred]
   Problem: <what is wrong> path/to/file.py:123
   Impact: <what it costs at runtime>
   Action: <verb> <what to change>
2. ...

deferred: <key> -- <reason>

Checked: <paths and symbols read> | Ran: <commands> | Base: <merge-base sha> | Head: <head sha>

At most 5 findings, ranked most-severe first by (severity, then blast radius). A sixth that survived both refutation passes is not dropped in silence — it goes on a deferred: line, which is the only thing that may stand in place of reporting it.

Use free:<slug> as the key for a Step 6 free-form finding; it is held to the same two refutation passes as a rule finding.

A clean review writes Blocking issues: none and no numbered findings — but the surviving-but-unreported scan still runs, so none cannot be used to bury a FIRE that survived refutation.

Evidence threshold

  • [verified] — you opened the code, followed the chain, and can name the input, configuration or phase that triggers it.
  • [inferred] — plausible, not confirmed. An inferred finding is not blocking: verify it or delete it, do not ship it as a question at the bottom of the card.

A finding with no path:line does not go on the card, and one that stops at "likely the root cause" with no chain is not shippable.

CI failure classification

Read ci.txt before blaming the PR:

  • Which sha did each check run against? A success attached to an older head does not cover commits pushed afterwards. A narrow subset of workflows reporting while the diff touches runtime logic means the full matrix has not run.
  • Does the same job fail the same way on main in the same window? Then it is baseline, not a regression introduced here.
  • Infra shapes — runner acquisition, artifact upload, dependency resolution, expired logs — are flakes: ask for a rerun rather than quoting them as failures.
  • mergeable: CONFLICTING in meta.txt is blocking on its own; ask for the rebase.

SKIPPED protocol

When a step genuinely cannot run — no network for openprs.txt, no second reader for Step 7, a diff too large to read — write SKIPPED: <step> -- <why, and what is therefore unchecked> into that step's artifact and carry the same line onto the card. A SKIPPED artifact means that axis was not checked; silence there is never read as clean. Skipping a step without recording it is itself a review defect.

Publishing

Post the conclusion to the PR in English. No Chinese, no emoji, no signature.

bash
# blocking issues
gh pr review <n> --request-changes --body "<conclusion>"
# no blocking issues: first dismiss your own earlier CHANGES_REQUESTED review, then
gh pr comment <n> --body "<conclusion>"$'\n\nLGTM'

Never approve and never merge: both belong to the human reviewer the author brings in after LGTM. The clean comment still carries the Checked: / Ran: line so the author sees the depth of the review rather than a bare LGTM; it has two parts and the LGTM line, and stops there.

Verifying a sub-agent's finding

A finding produced by a sub-agent is a hypothesis. Before publishing it, do all four:

  1. Open the cited code and read it. Confirm the described logic is what is there.
  2. Reproduce with the smallest possible run — call the changed function directly, or run the single test that covers it. Never the full local suite; CI runs that.
  3. Diff against base.txt to confirm this PR introduced it.
  4. Judge whether the trigger is reachable in a real configuration, not only in a constructed one.

A finding that fails any of these is deleted, not downgraded. Report one verified finding rather than five unconfirmed ones. Nothing in the output says "a sub-agent found" — you own every line.

Adding a new rule

When a human reviewer catches something this skill missed:

  1. Add the rule body to rules.md under its family, with the real PR it was learned from quoted as evidence. A rule with no PR behind it is a hypothetical and does not go in.
  2. Put its id on an index row whose trigger a reviewer can match against files.txt and the diff, or add a row. A rule on no row is never read.
  3. Write the false-positive self-check into the body: the condition under which the shape is correct and the rule must stay silent.
  4. Commit as review-pr: add <ID> from #<NNN> -- <one line>.

Nothing new goes in this file. SKILL.md is budgeted at 350 lines and holds only what every review needs. Past that length a skill stops being read in full, and an unread instruction is worth less than no instruction because it looks like coverage. Conditional content goes in rules.md and reaches the reviewer through the index; lookup tables go in references/ and are opened at the step that needs them; executable content goes in a script and gets called. Raising the budget is a decision to make this file less likely to be read — make it in a commit that says why.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Review Pr AI skill do?

Review a Hyperloom pull request. Invoke with a PR number whenever asked to review, re-review, or sanity-check a PR in this repository. Collects the PR into a scratch directory, selects from rules.md only the rules this diff can trigger, forces a semantic and core-file risk assessment before any finding is written, refutes every finding twice, and publishes an English conclusion to the PR. The output has two parts only: what the PR does, and blocking issues.

Why use Review Pr on TypingMind?

Because you install it once and use it with any model. Review Pr is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Review Pr in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/AMD-AGI/Hyperloom/tree/main/.claude/skills/review-pr. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Review Pr?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Review Pr?

As many as you like. As long as a model supports skills, you can use Review Pr with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Review Pr AI skill free?

It is published on GitHub by AMD-AGI. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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