Self-Review
Skill25 starsChanged 8 days agoMITView on GitHub
Spawn a reviewer with specific verification questions. Use when reviewing code changes over 30 lines, across files, in hot paths or prompts, or with uncertainty.
51 other projects use a version of this.
Adopted by
Most recently taken up by
- Fractera/Agent-Engineering-Infrastructuretheir own version, first seen Nov 8, 2026
- Fractera/Agentic-Engineering-Infrastructuretheir own version, first seen Nov 8, 2026
- aniketshukla1/sdlc-kittheir own version, first seen Nov 8, 2026
- plannotator/dev-skillstheir own version, first seen Nov 8, 2026
- Vumb-VibeCoder/hook-everythingtheir own version, first seen Nov 8, 2026
- crbnos/carbontheir own version, first seen Nov 7, 2026
Used with
Projects with it also use latex-formatting, novelty-assessment 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.
lingzhi227Skilllatex-formatting
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.
Also in 4 projects that use this
lingzhi227Skillnovelty-assessment
Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research direction.
Also in 4 projects that use this
michaelboedingSkillslide-generation
Use this skill to create presentation slides from structured content. Triggers: "create slides", "generate presentation", "make powerpoint", "create pptx", "build slides", "presentation from content", "slide deck", "slides for" Outputs: PPTX files, Markdown slides, or HTML presentations. Used by: pitch-deck-agent, market-researcher-agent, and other agents needing slides.
Also in 4 projects that use this
juanlurgSkillpaper-to-code
Reads a research paper and generates an implementation notebook with equations, code, and a toy example. Use when the user wants to implement a paper, convert a paper to code, or reproduce a paper's algorithm.
Also in 4 projects that use this
OpenAISkillidea-generation
Use when triaging public-equity idea candidates. Do not use for final trade recommendations, pitches, memos, or models.
Also in 3 projects that use this
sunnyclinches44Skillexplain
Explains code using real-world analogies and ASCII diagrams
Also in 5 projects that use this
- +6 more from lingzhi227
Other versions51 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 51
- huggingface/diffusers★ 35ksame name
- zulip/zulip★ 26ksame name
- flashinfer-ai/flashinfer★ 6.9ksame name
- unkeyed/unkey★ 5.5ksame name
- crbnos/carbon★ 2.8ksame name
- verl-project/verl-omni★ 1.5ksame name
- K9i-0/ccpocket★ 1.1ksame name
- anyproto/anytype-swift★ 525same name
- hegeldev/hegel-rust★ 400same name
- lingzhi227/agent-research-skills★ 350same name
41 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 repository71 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- docs/llms.txtllms.txt
- llms.txtllms.txt
- agent-fitnessSkill
- body-checkSkill
- briefSkill
- capsule-compactSkill
- closeSkill
- codex-adapterSkill
- cognitive-updateSkill
- comms-summarizeSkill
- compact-noteSkill
- context-capsuleSkill
- context-hygieneSkill
- critique-planSkill
- decideSkill
- deep-reconSkill
- DiagnoseSkill
- digestSkill
- dreamSkill
- EnvelopeSkill
- find-weaknessSkill
- First 10 MovesSkill
- first-winSkill
- frontend-slidesSkill
- Honesty CheckSkill
- humanize-docsSkill
- impeccableSkill
- learn-from-failureSkill
- LearnSkill
- memory-bridgeSkill
- meta-improveSkill
- meta-improve-vaultSkill
- nightly-close-paritySkill
- nightly-ledger-captureSkill
- nightlySkill
- openSkill
- operator-setupSkill
- orientSkill
- pauseSkill
- ponytailSkill
- port-specSkill
- PromoteSkill
- reconcileSkill
- research-deepSkill
- resumeSkill
- Sandbox RoutingSkill
- scout-vaultSkill
- semantic-searchSkill
- setupSkill
- ship-adapterSkill
- Skill AuditSkill
- skill-huntSkill
- skill-recallSkill
- solution-huntSkill
- sprite-specSkill
- startSkill
- statusSkill
- StuckSkill
- supersedeSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 42 edited versions we read keep these.
4
Distinctive
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 8
Run an explicit second-pair-of-eyes pass on non-trivial work before declaring done.
- Distinctive: line 26
If skipping, say so explicitly: "Skipping self-review — N-line trivial fix." Don't silently bypass.
- Distinctive: line 82
Use the Agent tool with a code-reviewer subagent_type (or equivalent).
- Distinctive: line 95
After review completes, append to your delivery message:
“Common” is measured: kept by at least 6 in 10 of the 42 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
Self-Review
Run an explicit second-pair-of-eyes pass on non-trivial work before declaring done. Quality of review depends on quality of question.
When to RUN self-review
- More than ~30 lines OR multi-file change
- Hot path (many requests flow through this code)
- Subtle interactions with code you might have missed
- Prompt or output affecting user-visible content
- Code not worked in recently (mental model might be stale)
- Any genuine uncertainty after writing the change
When to SKIP self-review
- One-line edit, mechanical fix, obvious diff
- Pure rename or move with no logic change
- Code just written with full context, low blast radius
- Cost-benefit doesn't justify (review takes longer than the fix did)
If skipping, say so explicitly: "Skipping self-review — N-line trivial fix." Don't silently bypass.
How to execute
Step 1 — Set context (3-5 lines max)
State, in plain language:
- The bug / feature / what was asked
- The cause (what was actually wrong)
- The fix (what was actually changed)
Step 2 — List specific changes
- path/to/file_one.ts:L123-L145 — replaced regex with structured parser
- path/to/file_two.ts:L56 — added null guard for empty corpus
- path/to/config.json — bumped diversity_threshold 0.6 → 0.75Step 3 — Ask 4-6 specific verification questions
Bad asks (do not produce useful answers):
- "Is this good?"
- "Does this look right?"
- "Any issues?"
- "Did I miss anything?"
Good asks (concrete, falsifiable, named):
- "Does the new keyword order ever cause a wrong branch in
routeRequest?" - "Does the diversity rule reach the model in the same prompt as the recent-titles list?"
- "Is the early return at line 47 still bypassing this check?"
- "If
recent_titlesis empty (first run), does the sort comparator return stable output?" - "Does the schema migration handle the existing 12K
nullrows or only new inserts?"
Each question must:
- Reference a specific file:line or function name
- State the failure mode you're worried about
- Be answerable yes/no after a focused read
Step 4 — Ask explicitly about edge cases, regressions, missed interactions
"Edge cases I'm uncertain about:
- What happens when input X is empty?
- Does this break callers Y and Z that I didn't read?
- Any regression on the prior fix from PR #N?"Step 5 — Request severity ratings + line references
"Please rate findings as HIGH / MEDIUM / LOW with concrete line references."Step 6 — Spawn the reviewer subagent
Use the Agent tool with a code-reviewer subagent_type (or equivalent). Pass the full context block (steps 1-5) as the prompt. Set model to whatever is appropriate for the review depth.
Step 7 — Process findings
- HIGH severity → fix before declaring done
- MEDIUM severity → fix unless you have a specific reason not to. If skipping, document why.
- LOW severity → judgment call. Often fold into a follow-up note.
- Reviewer misread → trust your own reading, but re-verify before dismissing. A misread is a signal the code might need clarity.
The reviewer is a second pair of eyes, not an authority. Evaluate every suggestion. Blindly applying every note is as bad as ignoring them all.
Output format
After review completes, append to your delivery message:
**Self-review:** {APPROVED — severity X} / {N findings applied} / {N deferred — listed below}
- {finding} → {fix applied OR reason deferred}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.
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