typesafe-ai
Skill9 starsChanged 2 months agoNo licenceView on GitHub
Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives. Its System One models, including Jev, turn natural language and application state into typed judgments and probabilities that code can combine. Use when a feature needs programmable common sense, when brainstorming what AI could make possible in an app, or when an LLM prompt-and-parse step could become a structured decision. Applications include routing, ranking, extraction, verification, and interactive experiences; these are starting points, not the limits. Read live docs and cookbooks to find useful patterns and discover new combinations.
We split this skill into the rules it gives an agent
14 rules. 0 are common, 13 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
13
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 8 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.
Other versions34 projects use a version of this.
Word for word · 26
- dzhng/jevgrep★ 3.1k100% same
- compozy/compozy★ 2.8k100% same
- OpenAgentsInc/openagents★ 457100% same
- nidhi-singh02/agent-router★ 87100% same
- baldaworks/callee★ 78100% same
- Hive-Academy/ptah-extension★ 31100% same
- aymericbeaumet/dotfiles★ 22100% same
- genaforvena/lte-workstation★ 10100% same
- kubet/azdaja★ 10100% same
- KenSuh/open-agent-harness★ 9100% same
16 more not listed
Edited · 2
- narumiruna/skills★ 1775% same
- drafael/coding-harness★ 189% same
Wrote their own version · 6
- typesafe-ai/skills★ 2.8ksame name
- wundercorp/loki★ 28same name
- delorenj/skills★ 18same name
- svngoku/coding-agents-skills★ 12same name
- thatjuan/agent-skills★ 1same name
- wisky3107/agents★ 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.
Used alongsideProjects with it also use grilling, handoff and 1 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.
GoogleSkillgrilling
Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
Also in 3 projects that use this
MicrosoftSkillhandoff
Compact the current conversation into a handoff document for another agent to pick up.
Also in 3 projects that use this
- GoogleSkill
code-review
Adversarial systems, concurrency, memory-model, and architecture code review protocol. Use this skill whenever asked to review code, PRs, diffs, or branches in Filament.
Also in 3 projects that use this
In this repository36 other files it gives its agents.
- AGENTS.mdAGENTS.md
- tools/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .cursor/rules/01-safrs.mdcCursor rule
- .cursor/rules/02-api-boundary.mdcCursor rule
- .cursor/rules/03-database-boundary.mdcCursor rule
- .cursor/rules/04-plan-r2-r3.mdcCursor rule
- .cursor/rules/05-security-surfaces.mdcCursor rule
- .cursor/rules/06-tools-governance.mdcCursor rule
- .cursor/rules/07-ui-tokens.mdcCursor rule
- .cursor/rules/08-verify-before-done.mdcCursor rule
- .cursor/rules/09-web-golden-path.mdcCursor rule
- abyss-reviewSkill
- gaffer-orchestrationSkill
- gsap-coreSkill
- gsap-frameworksSkill
- gsap-performanceSkill
- gsap-pluginsSkill
- gsap-reactSkill
- gsap-scrolltriggerSkill
- gsap-timelineSkill
- gsap-utilsSkill
- html-buildSkill
- new-capabilitySkill
- prisma-migrationSkill
- safrs-sessionSkill
- sentra-docsSkill
- verifySkill
- new-capabilitySkill
- verifySkill
- abyss-reviewSkill
- create-migrationSkill
- html-buildSkill
- safrs-sessionSkill
- sentra-docsSkill
- verifySkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
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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.