--- title: "Jared Palmer (@jaredpalmer) skills ยท skilld" description: "10 agent skills written by Jared Palmer on skilld." canonical_url: "https://skilld.dev/gh/jaredpalmer" meta: "og:description": "10 agent skills written by Jared Palmer." "og:image": "https://skilld.dev/_og/d/a_Jared%2BPalmer%2Bskill%2Bprofile%2Bon%2Bskilld%2Cc_Curator.takumi%2Chandle_jaredpalmer%2CdisplayName_Jared%2BPalmer%2Cdescription_~VlAgRW5naW5lZXJpbmcgQCBDb2duaXRpb24NCg0KUHJldmlvdXNseTogVlAgQE1pY3Jvc29mdCwgU1ZQIEBnaXRodWIsIFZQIG9mIEFJIEB2ZXJjZWwsIEZvdW5kZXIgQHR1cmJvcmVwbyAoYWNxdWlyZWQgYnkgVmVyY2VsKQ%2Cavatar_~aHR0cHM6Ly9naXRodWIuY29tL2phcmVkcGFsbWVyLnBuZw%2CcollectionCount_1%2CskillCount_10%2Cprops_eyJza2lsbHMiOlsiZGVzbG9wIiwiZ3JpbGwtbWUiLCJrZXYtZGVwbG95Iiwia2V2LWZpbmV0dW5lIl19%2Cp_Ii9naC9qYXJlZHBhbG1lciI%2Cs_F7C-TTYrZ4AsvbZu.png" "og:image:alt": "Jared Palmer skill profile on skilld" "og:image:height": "600" "og:image:type": image/png "og:image:width": "1200" "og:title": "Jared Palmer on skilld" "twitter:image": "https://skilld.dev/_og/d/a_Jared%2BPalmer%2Bskill%2Bprofile%2Bon%2Bskilld%2Cc_Curator.takumi%2Chandle_jaredpalmer%2CdisplayName_Jared%2BPalmer%2Cdescription_~VlAgRW5naW5lZXJpbmcgQCBDb2duaXRpb24NCg0KUHJldmlvdXNseTogVlAgQE1pY3Jvc29mdCwgU1ZQIEBnaXRodWIsIFZQIG9mIEFJIEB2ZXJjZWwsIEZvdW5kZXIgQHR1cmJvcmVwbyAoYWNxdWlyZWQgYnkgVmVyY2VsKQ%2Cavatar_~aHR0cHM6Ly9naXRodWIuY29tL2phcmVkcGFsbWVyLnBuZw%2CcollectionCount_1%2CskillCount_10%2Cprops_eyJza2lsbHMiOlsiZGVzbG9wIiwiZ3JpbGwtbWUiLCJrZXYtZGVwbG95Iiwia2V2LWZpbmV0dW5lIl19%2Cp_Ii9naC9qYXJlZHBhbG1lciI%2Cs_F7C-TTYrZ4AsvbZu.png" "twitter:image:alt": "Jared Palmer skill profile on skilld" --- > Index of every page on this site: [llms.txt](https://skilld.dev/llms.txt) ![Avatar for Jared Palmer](https://skilld.dev/_img/avatar?url=https%3A%2F%2Fgithub.com%2Fjaredpalmer.png) # **Jared Palmer** [@jaredpalmer](https://github.com/jaredpalmer)person VP Engineering @ Cognition Previously: VP @Microsoft, SVP @github, VP of AI @vercel, Founder @turborepo (acquired by Vercel) 10 skills 9.8k New York, NY Synced 17 days ago [GitHub](https://github.com/jaredpalmer) [Website](https://jaredpalmer.com) ## Skills ### [jaredpalmer/kev](https://skilld.dev/gh/jaredpalmer/kev) Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own 10 skills 9.8k `npx skilld add jaredpalmer/kev --all` - [/deslop](https://skilld.dev/gh/jaredpalmer/kev/deslop) Remove AI-generated code slop and clean up code style - [/grill-me](https://skilld.dev/gh/jaredpalmer/kev/grill-me) A relentless interview to sharpen a plan or design. - [/kev-deploy](https://skilld.dev/gh/jaredpalmer/kev/kev-deploy) Deploy a Kev decision model (the open Jev-style System One model) as the user's own TypeSafe-compatible HTTPS endpoint on Modal with one command, wire it into their code, and take it down. Use when someone wants to host Kev, get a Kev API URL, replace Jev / TypeSafe calls with a self-hosted model, pick a Kev size or GPU, add an API key, keep an endpoint warm, or stop and remove a Kev deployment. - [/kev-finetune](https://skilld.dev/gh/jaredpalmer/kev/kev-finetune) Fine-tune a Kev decision model (open Jev-style System One model) on a user's own workload and serve it with calibrated probabilities. Interviews the user, finds existing Jev/TypeSafe questions or labelled data in their codebase, generates enough synthetic training data to measure a gain, trains and calibrates on Modal, scores against the released checkpoint, deploys a TypeSafe-compatible endpoint, and tears everything down. Use when someone wants noul/choice/score questions answered on their own domain (routing, triage, moderation, classification, scoring), wants calibrated confidence for automation thresholds, mentions Jev, TypeSafe, System One or Kev, or asks to fine-tune, evaluate, deploy or clean up Kev. - [/kev-knowledge](https://skilld.dev/gh/jaredpalmer/kev/kev-knowledge) Search the Kev knowledge graph (private repo jaredpalmer/kev-knowledge) before re-deriving history. Use when asked what was tried, decided, measured or learned in earlier Kev sessions, why a rule or number exists, what a round or PR did, or when starting a research, serving, release or data task that earlier sessions may have covered. Also covers how the graph is refreshed (nightly Devin Cloud automation) and how to add to it. - [/kev-modal-study](https://skilld.dev/gh/jaredpalmer/kev/kev-modal-study) Launch, monitor and pull Kev training studies, untrained-base probes, remote benchmarks and new-base smoke checks on Modal (modal\_app.py). Use when running trials, delta fine-tunes, base probes, external evals or fit checks for the Kev repo. - [/kev-pr-description](https://skilld.dev/gh/jaredpalmer/kev/kev-pr-description) Write a Kev pull request title and body that teaches the reader why the change exists and how it works. Use when opening, editing or reviewing a PR on this repo, or when the PR title will become the squash-merge commit message. - [/kev-verify](https://skilld.dev/gh/jaredpalmer/kev/kev-verify) Verify a Kev change has no regression and ship it as a reviewed PR. Use when refactoring, editing kev/\*.py, scripts, the Space or the playground, and when opening or merging Kev pull requests (stacked branches, squash merges). - [/thermonuclear-code-review](https://skilld.dev/gh/jaredpalmer/kev/thermonuclear-code-review) Extremely strict structural review of a Kev branch or PR (code-judo simplifications, spaghetti growth, files past 1k lines, boundaries, duplication of canonical helpers). Use when asked to review a PR, audit a diff, or run a "thermonuclear" or deep code quality review on this repo. - [/unslop](https://skilld.dev/gh/jaredpalmer/kev/unslop) Cut AI tells from any writing. Must always apply. Curated skills from @jaredpalmer. Checked GitHub just now ```json {"@context":"https://schema.org","@graph":[{"@id":"https://skilld.dev/#website","@type":"WebSite","description":"Curated agent skills by humans, written by real maintainers in their own GitHub repos","name":"skilld","url":"https://skilld.dev/"},{"@id":"https://skilld.dev/gh/jaredpalmer#webpage","@type":"WebPage","description":"10 agent skills written by Jared Palmer on skilld.","name":"Jared Palmer (@jaredpalmer) skills","url":"https://skilld.dev/gh/jaredpalmer","isPartOf":{"@id":"https://skilld.dev/#website"},"potentialAction":[{"@type":"ReadAction","target":["https://skilld.dev/gh/jaredpalmer"]}]},{"@id":"https://skilld.dev/gh/jaredpalmer#owner","@type":"Person","alternateName":"@jaredpalmer","description":"VP Engineering @ Cognition\r\n\r\nPreviously: VP @Microsoft, SVP @github, VP of AI @vercel, Founder @turborepo (acquired by Vercel)","name":"Jared Palmer","url":"https://skilld.dev/gh/jaredpalmer","image":{"@type":"ImageObject","@id":"https://skilld.dev/gh/jaredpalmer#avatar","url":"https://github.com/jaredpalmer.png","width":460,"height":460,"contentUrl":"https://github.com/jaredpalmer.png"},"sameAs":["https://github.com/jaredpalmer","https://jaredpalmer.com"]},{"@id":"https://skilld.dev/gh/jaredpalmer#page","@type":"CollectionPage","name":"Jared Palmer skills on skilld","url":"https://skilld.dev/gh/jaredpalmer","about":{"@id":"https://skilld.dev/gh/jaredpalmer#owner"},"hasPart":[{"@type":"SoftwareApplication","name":"deslop","url":"https://skilld.dev/gh/jaredpalmer/kev/deslop","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"grill-me","url":"https://skilld.dev/gh/jaredpalmer/kev/grill-me","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-deploy","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-deploy","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-finetune","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-finetune","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-knowledge","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-knowledge","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-modal-study","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-modal-study","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-pr-description","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-pr-description","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"kev-verify","url":"https://skilld.dev/gh/jaredpalmer/kev/kev-verify","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"thermonuclear-code-review","url":"https://skilld.dev/gh/jaredpalmer/kev/thermonuclear-code-review","applicationCategory":"DeveloperApplication","operatingSystem":"Any"},{"@type":"SoftwareApplication","name":"unslop","url":"https://skilld.dev/gh/jaredpalmer/kev/unslop","applicationCategory":"DeveloperApplication","operatingSystem":"Any"}]}]} ```