review
Skill3 starsChanged 6 days agoMITView on GitHub
代码审查:用户要求审查、检查、review 改动时调用,按强度用隔离子代理做对抗式审查,有轮次预算。复杂或高风险的改动(跨模块多文件、新模块、公共接口、数据结构,或涉及鉴权、支付、权限、并发、迁移、部署)开工前问一次是否审查,给推荐强度(Self/Low/Medium/High/Heavy);不答、含糊、拒绝都视为不审。只查过度设计转 ponytail-review。
192 other projects use a version of this.
Adopted by
Most recently taken up by
- microsoft/veronatheir own version, first seen Nov 8, 2026
- microsoft/FluidFrameworktheir own version, first seen Nov 8, 2026
- charliee1w/consolidation-memorytheir own version, first seen Nov 8, 2026
- jisuzzzz/haechitheir own version, first seen Nov 8, 2026
- apokamo/kajitheir own version, first seen Nov 8, 2026
- dirien/yet-another-agent-harnesstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use close-spec, design-with-images and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 5 projects that use this
dzhngSkilldesign-with-images
Explore UI and visual design with image generation, then iterate the real implementation against the user-selected concept. Use when brainstorming visual directions, offering mockup variants, or implementing an approved generated design; do not stop at the mockups or the first code approximation.
Also in 5 projects that use this
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
- +3 more from dzhng
- +5 more from Lambenthan
Other versions192 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 192
- garrytan/gstack★ 141ksame name
- ansible/ansible★ 71ksame name
- docling-project/docling★ 70ksame name
- traefik/traefik★ 65ksame name
- ClickHouse/ClickHouse★ 51ksame name
- temporalio/temporal★ 24ksame name
- tisfeng/Easydict★ 15ksame name
- juicedata/juicefs★ 15ksame name
- elie222/inbox-zero★ 13ksame name
- gitkraken/vscode-gitlens★ 10ksame name
182 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- client-deliverableSkill
- dev-planSkill
- diagnosing-bugsSkill
- frontend-designSkill
- grillSkill
- handoffSkill
- ops-triageSkill
- ponytail-debtSkill
- ponytail-reviewSkill
- ponytailSkill
- prototypeSkill
- researchSkill
- retroSkill
- shipSkill
- showcase-pageSkill
- tddSkill
- ui-shotsSkill
- algorithmic-artSkill
- gsap-awwwards-websiteSkill
- gsap-coreSkill
- gsap-scrolltriggerSkill
- gsap-timelineSkill
- web-animSkill
- writing-for-agentsSkill
- zh-checkSkill
- zh-talkSkill
- zh-writeSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 12 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 157 edited versions we read keep these.
12
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
After asking: no answer, a vague answer, or "no" all mean ship without review.
- Distinctive: line 24
Push detection forward: Every confirmed P0/P1 becomes a regression test or a rule (section 5).
- Distinctive: line 29
Ask "want a review?" only in the cases below.
- Distinctive: line 49
When section 1 hits, ask once before starting.
- Distinctive: line 61
If the user names a tier, run it as named: no re-asking, no quiet downgrade.
- Distinctive: line 68
After all shards, run one closeout review over only the cross-shard seams: shared state, call order, transaction boundaries, type contracts.
- Distinctive: line 69
Only an unsplittable change (one atomic refactor) gets a single end-of-work review.
- Very specific: line 77
Fill the prompt: use assets/review-prompt.md, replace the {{...}} by hand, no scripts.
- Very specific: line 80
Collect: every report must contain ## Requirement conformance and ## Could not verify.
- Distinctive: line 82
All judgement stays in the main session: whether to trigger, the tier, finding truth, severity, adjudication, the report to the user.
- Very specific: line 88
Do not relay reports verbatim.
- Distinctive: line 93
Fixes subtract: delete > narrow the predicate > swap implementation > add code.
- Distinctive: line 98
When a report contradicts the code, the code wins.
- Distinctive: line 100
Round cap hit with open P0/P1: stop. Give the user the open items, the evidence, and your judgement.
- Distinctive: line 104
add a regression test so this class is caught by tests next time, not by review.
“Common” is measured: kept by at least 6 in 10 of the 157 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Review
上下游
- 前接:实现中或完成的改动,包括
ponytail、tdd的实现和diagnosing-bugs的修复。 - 分流:只查过度设计转
ponytail-review;带ponytail:标记的简化不算问题(references/taste.md)。 - 写入:确认的 P0/P1 → 回归测试或持久规则(第 5 节)。
Default: no review. It runs in exactly two cases: the user asks for it, or the change is complex enough that you asked once per section 1 and the user approved.
After asking: no answer, a vague answer, or "no" all mean ship without review. Do not ask again, do not run a quiet "light" version, do not hint in the delivery that a review is still owed.
Once approved, run the loop below with the current host's native isolated subagents. No omp -p, no review scripts, no calling another product's CLI to reach a different vendor.
Review is a costed process, not a free good. Four hard constraints, ranked equal with safety:
- Budgeted. Each strength has a round cap (
references/strengths.md). Hit the cap with open P0/P1 and stop: hand the decision to the user, never add rounds yourself. - Parallel. Review subagents run alongside the main session's remaining development, tests, and builds. "Wait for review, then work" is forbidden.
- Push detection forward. Every confirmed P0/P1 becomes a regression test or a rule (section 5). If the same defect class keeps surfacing in review, the fix belongs in development, not in more review.
- No self-feeding. The gate's output is fewer production defects, not more guards. Reviewers report only defects reachable under production behavior; problems in meta-code (tests, guards, lint, scripts) cap at P2; fixes default to subtraction. The judgement rules and the saturation check live in
references/taste.md; run the saturation check before every closeout.
1. When to ask once
Ask "want a review?" only in the cases below. Everything else: finish and ship.
Worth asking regardless of size
Any high-risk surface, even a one-line change: auth, payments and billing, permissions and visibility scopes, concurrency and transactions, cache coherence, data migration/backfill/deletion, scheduled jobs, deploy/release, compatibility of external interfaces.
Worth asking by size
= 3 files and cross-module (multi-file inside one module does not count), or >= 150 effective lines in one file.
- New module, public interface, database table/field, migration, dependency.
- Changing the behavior of an existing core path.
Do not ask
Copy, style, and display-layer tweaks; logs and comments; typos; read-only questions; tests and scaffolding; config that touches no permissions or secrets; purely additive branches that leave existing paths alone; small intra-module changes with test cover.
Ambiguous means do not ask. Rather skip than run process for its own sake; never raise the tier because you are unsure.
2. How to ask, how to set the tier
When section 1 hits, ask once before starting. Once. Options: no review / Self / Low / Medium / High / Heavy, with your recommendation marked.
| Change | Recommend |
| Ambiguous trigger, single module, test cover | Self (main session walks the checklist, no subagents) |
| Local feature, clear blast radius | Low |
| Cross-module, some regression surface | Medium |
| Core path, data-structure change, concurrency or transactions, external interface | High |
| Production data migration, money or permissions, irreversible ops, large refactor | Heavy |
The default is no review. Silence, vagueness, or refusal all mean skip, and the delivery does not get a "consider a follow-up review" note.
If the user names a tier, run it as named: no re-asking, no quiet downgrade. If scope clearly grows mid-work (a table change appears, say), say so on the spot and ask once about raising the tier. Again: ask, do not decide.
3. During development: shard and parallelize, do not bank it for the end
Applies only to approved reviews. When a change splits into independently freezable units (backend API vs frontend wiring, or per module), spawn a background subagent on each unit the moment it lands and keep building the next one. Review latency gets absorbed by development time instead of stacking in front of delivery.
- Each shard gets the per-shard reviewer quota of the chosen tier, not the full quota N times.
- After all shards, run one closeout review over only the cross-shard seams: shared state, call order, transaction boundaries, type contracts. Shard internals are not re-reviewed.
- Only an unsplittable change (one atomic refactor) gets a single end-of-work review.
4. After development: review with native subagents
Preconditions: the user approved review; self-verification passes; the diff is final. Bringing known failures to review wastes a round.
- Prepare the packet: change scope, original requirement, acceptance criteria, the weak points you already know. The weak points must be handed over.
- Freeze the diff: the main session takes one snapshot (rules in
references/reviewers.md). Every reviewer reads the same snapshot, untracked new files included. - Fill the prompt: use
assets/review-prompt.md, replace the{{...}}by hand, no scripts. - Spawn at the chosen strength: reviewer count, must-checks, and round cap in
references/strengths.md; dispatch perreferences/reviewers.md. One parallel batch; subagents cannot see each other. - Verify in parallel: while reviewers run, the main session runs tests/build/lint. Do not finish verification first.
- Collect: every report must contain
## Requirement conformanceand## Could not verify; missing either is invalid. Takegit status --porcelainbefore and after review; a difference is an alert.
All judgement stays in the main session: whether to trigger, the tier, finding truth, severity, adjudication, the report to the user. Subagents only write reports.
Host has no isolated subagents: stop and tell the user. Do not self-review, do not call omp.
5. Converge and push forward
Do not relay reports verbatim. Admission-filter per references/taste.md section 1, then per references/triage.md judge each finding, grade P0-P3, fix.
Hard closeout rules:
- Stop at saturation: >50% of this round's findings point at code added last round, or >50% point at meta-code, or two consecutive rounds with no new production-code P0/P1. Any one ends review for this task: leftovers become a list for the user, no more rounds.
- Fixes subtract: delete > narrow the predicate > swap implementation > add code. A single fix needing >30 new lines or a new abstraction means stop and question the finding. A guard patched twice is a design error: delete it or change the principle, no third patch.
- A lateral trade is not an upgrade: a fix that swaps defect class A for class B is reported as a trade. Banned words: "more robust", "hardened", "more complete".
- With unfixed P0/P1 the user has not agreed to accept, never claim "done".
- P2/P3 do not block: P2 is fixed this round only when directly tied to acceptance, else it goes to a backlog listed for the user; P3 is listed, not fixed.
- When a report contradicts the code, the code wins. Flag the false positive in the report rather than accepting it to make review look effective.
- Mandatory re-review only after a P0 or a cross-module P1, scoped to the fix diff; other P1s get a main-session code-level re-check plus a regression test, no new subagent round.
- Round cap hit with open P0/P1: stop. Give the user the open items, the evidence, and your judgement; the user decides more rounds or acceptance.
Push forward (what makes the gate cheaper over time; not optional): for each confirmed P0/P1, do one or both:
- add a regression test so this class is caught by tests next time, not by review;
- or distill it into a one-line rule appended to the project's standing rules:
.harness/spec/standards.mdwhen the project carries.harness/, else theCLAUDE.md/AGENTS.md"recurring defects" list — read before development.
Three consecutive rounds without the class recurring: remove it from the list.
6. Boundaries
- No review without explicit user approval, including "spinning up a quick subagent to take a look".
- Reviewer subagents are read-only: no edits, commits, pushes, or dependency installs. Fixes happen in the main session.
- Findings cover only what this change introduced. Pre-existing issues get reported, not fixed in passing.
- A failed subagent: log the reason, continue with the remaining reports.
- Cross-vendor is not a precondition. If the host can pick different models or vendors, do; if not, run multiple isolated same-source subagents and write "same-source isolation, no cross-vendor" in the conclusion. Never call other CLIs to reach a vendor.
- Review output is not written to the repo, does not enter commit messages, and carries no model or tool attribution.
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