optimize
Skill0 starsChanged 2 months agoMITView on GitHub
Improve responsiveness without hiding work or weakening truth.
76 other projects use a version of this.
Adopted by
Most recently taken up by
- ansvisor/ansvisortheir own version, first seen Nov 8, 2026
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tooltheir own version, first seen Nov 8, 2026
- Mrbaeksang/skillstheir own version, first seen Nov 8, 2026
- cihantopac/searvextheir own version, first seen Nov 8, 2026
- daintreehq/daintreetheir own version, first seen Nov 5, 2026
- theexperiencecompany/gaiatheir own version, first seen Nov 3, 2026
Used with
Projects with it also use policy-init.
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.
open-coder-aiSkillpolicy-init
Create conformant Chock policy from request. args(request, target_path,
Also in 3 projects that use this
Other versions76 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 76
- Z3Prover/z3★ 13ksame name
- highcharts/highcharts★ 13ksame name
- whitecircle/halo★ 851same name
- hacan359/tonkatsu_box★ 597same name
- talesofai/cohub★ 585same name
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool★ 432same name
- nexmoe/DayBee★ 424same name
- nexmoe/eve★ 424same name
- Southclaws/storyden★ 348same name
- 10xChengTu/Mux0★ 337same name
66 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 repository39 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- adaptSkill
- agentos-builderSkill
- agentos-verifySkill
- agent-runtimeSkill
- animateSkill
- application-integrationSkill
- arms-architectureSkill
- arrangeSkill
- auditSkill
- bolderSkill
- capability-policySkill
- capture-to-planSkill
- clarifySkill
- colorizeSkill
- composer-and-voiceSkill
- composer-designSkill
- critiqueSkill
- delightSkill
- distillSkill
- evidence-reviewSkill
- extractSkill
- frontend-designSkill
- hardenSkill
- memory-routingSkill
- normalizeSkill
- onboardSkill
- overdriveSkill
- polishSkill
- provider-compatibilitySkill
- quieterSkill
- routine-engineeringSkill
- skill-authoringSkill
- spatial-designSkill
- teach-impeccableSkill
- typesetSkill
- widget-contractSkill
- custom-workflowSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 73 edited versions we read keep these.
2
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 7
Read the spatial contract.
- Distinctive: line 11
Verify interaction latency and unchanged data/failure semantics after the change.
“Common” is measured: kept by at least 6 in 10 of the 73 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
Original AgentOS-specific procedure; not a vendored upstream skill. Read the spatial contract. Use visual grammar for styling and interactions for behavior; load only the relevant reference.
- Measure the actual slow action or rendering path before changing it.
- Bound graph neighborhoods, lazy-load inspectors and avoid provider calls during render.
- Verify interaction latency and unchanged data/failure semantics after the change.
Deliver changed artifacts or a concrete review with evidence. Preserve canonical state and permission boundaries. Do not make the screenshot more attractive by hiding real failures.
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.