llms.txtA
llms.txt from juyterman1000/entroly is an llms.txt file: plain text a project publishes for AI models to read.
mdr add juyterman1000/entroly/llms.txt@git:20260916.e61a60bPins git:20260916.e61a60b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- juyterman1000/entroly
- Path
llms.txt- Versions recorded
- 5
- Latest version
- git:20260916.e61a60b, committed Sep 16, 2026
- First version recorded
- Aug 16, 2026
- Size
- 27,706 bytes
- Repository stars
- 478
- License
- Apache-2.0
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
# Entroly > Entroly is an open-source, local-first AI Token Efficiency + Context Assurance + Verified Code Intelligence layer for AI agents. It reduces avoidable model input through token-budgeted evidence selection and recoverable context compression, while preserving exact originals, receipts, verification, and bounded repository intelligence without replacing the model or agent runtime. Primary install: `pip install entroly` Start in a repository with `entroly go`. Run `entroly verify-claims` for a bounded local installation smoke test and `entroly simulate` for a no-model context-reduction estimate. Indexing, repository intelligence, selection, compression, receipts, and CCR storage run locally. When enabled, default WITNESS checks also run locally. Proxy mode still sends the selected prompt to the user's configured LLM provider. No outbound analytics are enabled by default. …
Read the whole file at its exact version.
How to install
mdr add juyterman1000/entroly/llms.txt@sha256:84117987ec27f1caThe line at the top of this page pins the label git:20260916.e61a60b, 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_i3gerpctxcqbxnvu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 16, 2026 and Sep 16, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260916.e61a60b latest | 2026-09-16 | e61a60b | 27,706 B | A | view · diff |
| git:20260901.08fac6f | 2026-09-01 | 08fac6f | 27,901 B | A | view · diff |
| git:20260901.5bee2f3 | 2026-09-01 | 5bee2f3 | 27,234 B | A | view · diff |
| git:20260829.9bb855b | 2026-08-29 | 9bb855b | 26,281 B | A | view · diff |
| git:20260816.bb14124 | 2026-08-16 | bb14124 | 25,661 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (27706 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
juyterman1000/entroly · 478 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i3gerpctxcqbxnvu GET https://markdownregistry.com/api/v1/resolve?ref=juyterman1000/entroly/llms.txt GET https://markdownregistry.com/api/v1/blob/84117987ec27f1ca8649dbb6d7ff316c6e3eb4220b85b3dfa9973f36086c69e2
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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