llms-full.txt@website/kisssorcar.github.io llms.txt fileC
llms-full.txt@website/kisssorcar.github.io from ksenxx/kiss_ai is an llms.txt file: plain text a project publishes for AI models to read.
mdr add ksenxx/kiss_ai/website/kisssorcar.github.io/llms-full.txt@git:20261031.ae40efaPins git:20261031.ae40efa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 12 of 14 checks passed
- Kind
- llms.txt file
- Repository
- ksenxx/kiss_ai
- Path
website/kisssorcar.github.io/llms-full.txt- Versions recorded
- 6
- Latest version
- git:20261031.ae40efa, committed Oct 31, 2026
- First version recorded
- Oct 12, 2026
- Size
- 149,663 bytes
- Repository stars
- 563
- License
- a license file GitHub does not identify
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
# KISS Sorcar — Full Documentation > Concatenation of all Markdown documentation from https://kisssorcar.github.io/docs/. See https://kisssorcar.github.io/llms.txt for the structured index. --- <!-- Source: https://kisssorcar.github.io/docs/index.md --> # KISS Sorcar Documentation > Pure-Markdown documentation for KISS Sorcar — the free, open-source, local-first, bring-your-own-key general-purpose AI agent framework. These pages are optimized for both humans and LLMs/coding assistants. See also [/llms.txt](https://kisssorcar.github.io/llms.txt) and [/llms-full.txt](https://kisssorcar.github.io/llms-full.txt). ## Contents - [Overview](overview.md) — What KISS Sorcar is, the name, and how it compares to Claude Code and Cursor - [Terminal-Bench 2.0 Benchmark](benchmarks.md) — KISS Sorcar vs Pi, Codex CLI, and Claude Code on the HarnessTax study's 30 tasks and seven models (75.6% vs 70.0 / 65.7 / 65.1), paired Pi reruns on Claude Fable 5, the 59 unsampled tasks, caveats, and how to reproduce - [Installation](installation.md) — One-line installer, install from a checkout, Docker, pipx/uv, API-key configuration, updating …
Read the whole file at its exact version.
How to install
mdr add ksenxx/kiss_ai/website/kisssorcar.github.io/llms-full.txt@sha256:ce5d105b55ebf2e6The line at the top of this page pins the label git:20261031.ae40efa, 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_34f226bjqmuk3fyb)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Oct 12, 2026 and Oct 31, 2026, about one every 4 days. Its first recorded version is graded B and its latest C.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.ae40efa latest | 2026-10-31 | ae40efa | 149,663 B | C | view · diff |
| git:20261027.723b2ad | 2026-10-27 | 723b2ad | 149,573 B | C | view · diff |
| git:20261022.fa84b47 | 2026-10-22 | fa84b47 | 148,768 B | C | view · diff |
| git:20261019.b597cbf | 2026-10-19 | b597cbf | 145,302 B | C | view · diff |
| git:20261016.361f1a2 | 2026-10-16 | 361f1a2 | 145,299 B | C | view · diff |
| git:20261012.f76d65a | 2026-10-12 | f76d65a | 144,196 B | B | view |
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -fsSL https://raw.githubusercontent.com/ksenxx/kiss_ai/main/scripts/install.sh | bash)
- fail: No link to a raw IP address (matched: http://127.0.0.1:8787)
- pass: Size between 200 bytes and 200 KB (149663 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 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 script tag
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
ksenxx/kiss_ai · 563 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_34f226bjqmuk3fyb GET https://markdownregistry.com/api/v1/resolve?ref=ksenxx/kiss_ai/website/kisssorcar.github.io/llms-full.txt GET https://markdownregistry.com/api/v1/blob/ce5d105b55ebf2e602aea1fbfdabe3de93c7d56773c6b05d642a009ff800b547
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.