llms-full.txt llms.txt fileC

llms-full.txt from lpalbou/abstractcore is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add lpalbou/abstractcore/llms-full.txt@git:20261103.9da95a4

Pins git:20261103.9da95a4 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 10 of 14 checks passed
Kind
llms.txt file
Repository
lpalbou/abstractcore
Path
llms-full.txt
Versions recorded
10
Latest version
git:20261103.9da95a4, committed Nov 3, 2026
First version recorded
Oct 29, 2026
Size
1,423,184 bytes
Repository stars
11
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

# AbstractCore: expanded documentation

> Canonical user documentation in one file. The linked source pages remain authoritative; source code determines behavior.

Package version: 2.34.0

Start with the [agent skill](skills/abstractcore/SKILL.md) for a portable operating procedure,
or [llms.txt](llms.txt) for a short index. Register the complete skill folder with its references.

## Document index

### Start Here

- [README](README.md): project overview and quick start.
- [Documentation index](docs/README.md): complete user documentation and reading paths.
- [Installation](docs/installation.md): three settings: light, apple and gpu; platform requirements.
- [Getting started](docs/getting-started.md): first provider call, sessions, tools and media.
- [Integration and operations guide](docs/agent-usage.md): explicit endpoints, version checks, bounded recipes and lifecycle decisions.
- [Prerequisites](docs/prerequisites.md): provider keys, base URLs and hardware.
- [API map](docs/api.md): public entry points, response types and error boundaries.
- [API reference](docs/api-reference.md): signatures and retry configuration.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lpalbou/abstractcore/llms-full.txt@sha256:c1f91f427295d433

The line at the top of this page pins the label git:20261103.9da95a4, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_okzymzvn2mchh3qc.svg)](https://markdownregistry.com/a/art_okzymzvn2mchh3qc)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 10 versions of this file, between Oct 29, 2026 and Nov 3, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261103.9da95a4 latest2026-11-03 9da95a4 1,423,184 BC view · diff
git:20261103.cac85272026-11-03 cac8527 1,423,002 BC view · diff
git:20261103.6d131982026-11-03 6d13198 1,423,026 BC view · diff
git:20261103.2c661f22026-11-03 2c661f2 1,420,955 BC view · diff
git:20261103.6c7526d2026-11-03 6c7526d 1,421,036 BC view · diff
git:20261102.d6828f52026-11-02 d6828f5 1,418,574 BC view · diff
git:20261101.026ed602026-11-01 026ed60 1,415,836 BC view · diff
git:20261029.df1f3bc2026-10-29 df1f3bc 1,377,830 BC view · diff
git:20261029.ed6e1992026-10-29 ed6e199 1,368,362 BC view · diff
git:20261029.2a16aa52026-10-29 2a16aa5 1,368,692 BC view

Audit of the latest version

C  10 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Size between 200 bytes and 200 KB (1423184 bytes)
  • fail: No curl or wget piped into a shell (matched: curl -fsSL https://ollama.com/install.sh | sh)
  • fail: No link to a raw IP address (matched: http://127.0.0.1:8000)
  • fail: No script tag (matched: <script)
  • 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 recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters

Starting a new one? Use a template for llms.txt on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

lpalbou/abstractcore · 11 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_okzymzvn2mchh3qc
GET https://markdownregistry.com/api/v1/resolve?ref=lpalbou/abstractcore/llms-full.txt
GET https://markdownregistry.com/api/v1/blob/c1f91f427295d433b1d68db403e60b3bd61825be2bdd50809a7be97324923e9b

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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