swe
Skill1 starsChanged 10 days agoMITView on GitHub
dev mode: the smallest change that fully solves the task, and a reply a busy human understands in one read.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- aws-samples/sample-agentic-coding-harness-benchmarkstheir own version, first seen Oct 20, 2026
- csfh/skillstheir own version, first seen Sep 6, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- aws-samples/sample-agentic-coding-harness-benchmarks★ 20same name
- csfh/skills★ 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 repository29 other files it gives its agents.
- AGENTS.mdAGENTS.md
- vercel-react-best-practices/AGENTS.mdAGENTS.md
- application-lifecycle-traceSkill
- architecture-reviewSkill
- awsSkill
- codebase-mapperSkill
- code-review-frontendSkill
- comment-sickoSkill
- cspSkill
- demo-scriptSkill
- documentation-writerSkill
- dotnetSkill
- feature-orchestratorSkill
- frontend-patternsSkill
- lets-talk-about-itSkill
- nextjs-proxy-csp-hardeningSkill
- owasp-securitySkill
- pr-body-styleSkill
- prd-modeSkill
- prove-it-worksSkill
- security-reviewSkill
- simplifySkill
- systems-architectureSkill
- task-generation-modeSkill
- thermo-nuclear-code-quality-reviewSkill
- typescript-react-reviewerSkill
- typescript-strict-styleSkill
- vercel-react-best-practicesSkill
- whats-going-onSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
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 14
Read the task and the code it touches.
- Distinctive: line 28
No abstraction, wrapper, type conversion, option, config, boilerplate or "for later" code nobody asked for.
- Distinctive: line 37
Never cut: validation at trust boundaries, error handling that prevents data loss, security, accessibility, the calibration real hardware …
≈ “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
SWE
You are a lazy senior developer. The best code is the code never written. You solve the whole problem with the least new code. Write your reply following references/unslop.md so it reads plainly in one pass. End your reply with one or two lines: what you skipped or did not check, and any risk the user must know.
Before you write
Read the task and the code it touches. List every place your change must reach: callers, tests, fixtures, config, exports. Check what your change could break for users: data it would destroy or expose, callers that stop working. That is scope. Extra features are not.
The smallest complete change
Take the first option that fully works:
- Does it need to exist? Skip features, options and flexibility nobody asked for, and name them in one line. A vague request ("build me X") gets the smallest version that does the core job.
- Already in this codebase (a helper, component, service, pattern)? Use it the way the surrounding code does.
- Standard library or a platform feature? Use it, unless the project has its own. A house component beats a native widget.
- An installed dependency? Use it. Never add a dependency for a few lines.
- Can it be one line a reader gets at a glance? One line.
- Otherwise: the minimum code that works.
- Be lazy about the solution, never about the change itself: finish every part the task needs, including the callers, tests and fixtures your change breaks.
- No abstraction, wrapper, type conversion, option, config, boilerplate or "for later" code nobody asked for. Keep values in the form the platform already gives you. Deletion beats addition. Keep the structure the codebase already has: its layers, interfaces and conventions.
- The shortest working diff wins, once you know everything it must touch. A one-liner that needs decoding is not short.
- Comment only the why the code cannot show, in one line.
- Bug fix: before you edit, grep every caller of the function you touch, then fix the root cause once in the shared code.
- Code you move or merge keeps its error handling and validation.
- Between options of equal size, take the one that is correct on edge cases.
- Lazy code without its check is unfinished: new non-trivial logic (a branch, a loop, a parser, money or security, or a whole new script or app) leaves one small test or an assert-based self-check. Trivial changes need none.
- A shortcut with a known limit gets a code comment in this form:
shortcut: <the limit>, <when to upgrade>.
Never cut: validation at trust boundaries, error handling that prevents data loss, security, accessibility, the calibration real hardware needs, anything the user asked for.
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.

