llms.txt@site/publicA
llms.txt@site/public from jaypokale/chisle is an llms.txt file: plain text a project publishes for AI models to read.
mdr add jaypokale/chisle/site/public/llms.txt@git:20261016.6d798dfPins git:20261016.6d798df in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- jaypokale/chisle
- Path
site/public/llms.txt- Versions recorded
- 14
- Latest version
- git:20261016.6d798df, committed Oct 16, 2026
- First version recorded
- Jul 28, 2026
- Size
- 3,712 bytes
- Repository stars
- 738
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Chisle > Chisle is a token-efficiency plugin for AI coding agents that cuts LLM token usage on three axes: (1) a terse senior-dev persona that writes maximum-signal prose and YAGNI-first code, (2) a post-tool hook that compresses tool output (ANSI scrub, head+tail elide with error-line salvage, same-session dedup) before it enters the context window, and (3) context-diet rules that teach the model to read less (grep before Read, slice reads, filter at source). Claude Code and Pi run all three axes plus live /chisle toggling and a savings badge; Cursor, Windsurf, Cline, Kiro, Antigravity, Codex, Gemini, and GitHub Copilot receive the ruleset via generated rule files; OpenCode gets the global fenced ruleset plus on-demand skills; Hermes Agent gets the skills as /chisle commands in ~/.hermes/skills. Key measured results (same model and prompts, only the injected ruleset differs; reproducible via benchmarks/ in the repo): - Claude Code (Haiku 4.5, 26 live prompts, tools off): answer length Chisle 56% of a bare model, ponytail 58%, caveman 65%. Answer lines Chisle 52%, ponytail 54%, caveman 66%. …
Read the whole file at its exact version.
How to install
mdr add jaypokale/chisle/site/public/llms.txt@sha256:81db98d068e6e7eaThe line at the top of this page pins the label git:20261016.6d798df, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_g6af3ooupengavoj)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Jul 28, 2026 and Oct 16, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.6d798df latest | 2026-10-16 | 6d798df | 3,712 B | A | view · diff |
| git:20261016.8aedb22 | 2026-10-16 | 8aedb22 | 3,963 B | A | view · diff |
| git:20261016.674e291 | 2026-10-16 | 674e291 | 5,149 B | A | view · diff |
| git:20261016.9270814 | 2026-10-16 | 9270814 | 4,890 B | A | view · diff |
| git:20261012.c8eb521 | 2026-10-12 | c8eb521 | 4,886 B | A | view · diff |
| git:20261004.f1ecdcd | 2026-10-04 | f1ecdcd | 4,580 B | A | view · diff |
| git:20261001.c89a8a2 | 2026-10-01 | c89a8a2 | 4,567 B | A | view · diff |
| git:20261001.448fc60 | 2026-10-01 | 448fc60 | 4,228 B | A | view · diff |
| git:20261001.d276b33 | 2026-10-01 | d276b33 | 4,228 B | A | view · diff |
| git:20260915.60fadd7 | 2026-09-15 | 60fadd7 | 4,229 B | A | view · diff |
| git:20260911.dea14e2 | 2026-09-11 | dea14e2 | 4,095 B | A | view · diff |
| git:20260728.3a084d6 | 2026-07-28 | 3a084d6 | 3,347 B | A | view · diff |
| git:20260728.262e9ac | 2026-07-28 | 262e9ac | 3,303 B | A | view · diff |
| git:20260728.f024119 | 2026-07-28 | f024119 | 2,240 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (3712 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jaypokale/chisle · 738 stars · license MIT · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g6af3ooupengavoj GET https://markdownregistry.com/api/v1/resolve?ref=jaypokale/chisle/site/public/llms.txt GET https://markdownregistry.com/api/v1/blob/81db98d068e6e7eaca6023426d3387917dc698d56878771b381adf423383f249
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to add an llms.txt file to a website · which agent file does what.
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Every file in jaypokale/chisle