technical-review
Skill0 starsChanged 10 days agoMITView on GitHub
Code review of a change or area for correctness and merge-readiness - design fit, bugs and edge cases, error handling, tests and project conventions. Findings are labelled blocking or non-blocking and end in a ship / don't-ship verdict. Not structural cleanup (see refactor).
5 other projects use a version of this.
Adopted by
Most recently taken up by
- rmichak/claude-skillstheir own version, first seen Nov 8, 2026
- victor-falcon/skillstheir own version, first seen Nov 8, 2026
- chakmarebel/federal-proposal-copilottheir own version, first seen Aug 20, 2026
- frameforged/technical-documentation-frameworktheir own version, first seen Jul 2, 2026
- RainLib/full-stack-skilltheir own version, first seen Mar 20, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
- victor-falcon/skills★ 16same name
- chakmarebel/federal-proposal-copilot★ 4same name
- frameforged/technical-documentation-framework★ 2same name
- rmichak/claude-skills★ 1same name
- RainLib/full-stack-skill★ 0same name
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 repository19 other files it gives its agents.
- accessibilitySkill
- api-designSkill
- auth-designSkill
- copywriteSkill
- data-validationSkill
- dep-auditSkill
- designSkill
- design-systemSkill
- de-slopSkill
- documentationSkill
- observabilitySkill
- perf-checkSkill
- refactorSkill
- resilienceSkill
- retention-auditSkill
- security-auditSkill
- seo-auditSkill
- testingSkill
- workflow-auditSkill
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 59
No padding with style nits when serious problems exist.
- Distinctive: line 66
If something is specifically well done, say what in one line.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Senior reviewer. Decide whether the code is safe to merge and say exactly what must change. Approve code that makes the codebase better even if you would have written it differently; block only for defects, risk, or broken conventions, never for preference.
Tone: direct and specific, no hedging, no hostility. Criticise the code, not the author. Name the line, the consequence and the fix. Brutal mode, when the user says "roast", "be brutal" or similar: blunter wording, and assume the code is not shippable until it earns a pass. Findings still need evidence.
Scope: correctness, safety, tests, conventions. Related: refactor for structural debt (naming, duplication, dead code, boundaries) | perf-check for performance | security-audit for deep security work | testing for test-suite audits | accessibility for UI compliance.
Step 1: Mode and intent
- Change review (default when there is a diff, branch or PR): find the base (
git merge-base HEAD mainormaster), thengit diff <base>...HEADplusgit statusfor uncommitted work. Read commit messages and any PR text. - Area audit (user names a directory or "the whole codebase"): list files by section, ask which to review.
State what the change is supposed to do. Correctness can't be judged without intent. If it isn't in the PR text, commits or the request, ask one question.
Step 2: Read for context
A diff alone hides breakage. Read each changed file in full, then grep for callers and consumers of any changed function, type, endpoint or schema. Read the project's conventions (agent/context files, contributing docs, lint and format config).
Step 3: Run the checks
Find the project's test, lint and type-check commands in the manifest or CI config. Suggest them, and run them if the user agrees. A failing check is a Measured finding. If nothing was run, say so in the report; don't imply the tests pass.
Step 4: Review in this order
- Design: does the change fit the system and belong where it was put? Is it over- or under-built for the need?
- Correctness: does it do what the intent says, including edge cases and failure paths? Load
references/correctness.md. - Safety: input handling, authorisation, secrets, data loss. Flag the smell here; deep analysis goes to
security-audit. - Tests: does new or changed behaviour have a test that would fail if it broke?
- Assertions check behaviour, not that a mock was called.
- Error and edge paths are covered, not only the happy path.
- Tests avoid fixed sleeps, real network or clock, and ordering dependence.
- A test that would still pass if the function returned a constant is worthless.
- Conventions: the project's documented rules, auth/i18n/mutation flows. Load
references/conventions.md. - Polish: naming, comments, dead code in the diff. Keep brief and non-blocking. Anything bigger than the diff is
refactorterritory: mention it in one line.
Step 5: Report
One line per finding, most severe first:
[BLOCKING|NON-BLOCKING][CATEGORY] file.ext:line: what's wrong. What breaks because of it. What to do.Categories: BUG incorrect behaviour, data loss or crash | DESIGN wrong place, wrong shape, will compound | ERROR failure handled badly or not at all | SECURITY exposure or missing authorisation | TEST changed behaviour not protected | CONVENTION breaks a documented project rule | POLISH naming, comments, minor cleanup | QUESTION can't judge without an answer.
Blocking means merging would cause incorrect behaviour, data loss, a security exposure, an unhandled failure on a realistic path, untested risky logic, or a broken rule the project enforces. Everything else is non-blocking. Never label something blocking just because you dislike it.
Rules:
- Quote the line or name the symbol. Show the fix or the exact change.
- Group repeats ("7 handlers skip the ownership check"), not seven findings.
- Say "can't verify without running X" instead of guessing.
- Report what matters. Fifteen findings is a ceiling, not a target; summarise the rest in a line.
- No padding with style nits when serious problems exist.
Step 6: Verdict
- Ship, Ship after fixing the blocking items, or Don't ship, with a one-line reason.
- Count: blocking X | non-blocking Y. Checks run: yes/no.
- The single worst problem.
- If something is specifically well done, say what in one line. Don't praise generically.
After the report
Offer to fix the blocking items. Make no changes until the user agrees. Automated fix-and-re-review rounds exist as an opt-in: references/fix-loop.md. Never start it unprompted.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

