llms.txt@website/kisssorcar.github.io/.well-knownB
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
llms.txt@website/kisssorcar.github.io/.well-known 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/.well-known/llms.txt@git:20261016.361f1a2Pins git:20261016.361f1a2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- llms.txt file
- Repository
- ksenxx/kiss_ai
- Path
website/kisssorcar.github.io/.well-known/llms.txt- Versions recorded
- 5
- Latest version
- git:20261016.361f1a2, committed Oct 16, 2026
- First version recorded
- Sep 27, 2026
- Size
- 7,374 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 > KISS Sorcar is a free, open-source (Apache-2.0), local-first, bring-your-own-key general-purpose AI agent framework for long-horizon tasks and AI discovery. It runs as a browser/mobile web app served by a local daemon (`kiss-web`), and offers the Python client API `kiss.server.sorcar.run`. Prompts and code go directly to the model provider or local endpoint you configure — never through third-party servers. It ships a catalog of 695 models across 9 provider categories and supports multi-model workflows expressed purely via prompts. Key facts for assistants and coding agents: - Install (full, macOS/Linux): `curl -fsSL https://raw.githubusercontent.com/ksenxx/kiss_ai/main/scripts/install.sh | bash` - Install (Python package only): `pipx install kiss-agent-framework` or `uv tool install kiss-agent-framework` (requires Python 3.13+) - PyPI package name: `kiss-agent-framework`; daemon entry point: `kiss-web`; Python client API: `kiss.server.sorcar.run` - Source repository: https://github.com/ksenxx/kiss_ai - Website: https://kisssorcar.github.io/ - Paper: "KISS Sorcar: A Stupidly-Simple General-Purpose and Software Engineering AI Assistant" (arXiv:2604.23822) …
Read the whole file at its exact version.
How to install
mdr add ksenxx/kiss_ai/website/kisssorcar.github.io/.well-known/llms.txt@sha256:abfcce16ff535f94The line at the top of this page pins the label git:20261016.361f1a2, 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_uf2zjffg3rtujx2d)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 27, 2026 and Oct 16, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.361f1a2 latest | 2026-10-16 | 361f1a2 | 7,374 B | B | view · diff |
| git:20261012.f76d65a | 2026-10-12 | f76d65a | 7,380 B | B | view · diff |
| git:20260930.f6f3d89 | 2026-09-30 | f6f3d89 | 7,401 B | B | view · diff |
| git:20260928.c0a447f | 2026-09-28 | c0a447f | 6,665 B | B | view · diff |
| git:20260927.97d01c5 | 2026-09-27 | 97d01c5 | 6,607 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)
- pass: Size between 200 bytes and 200 KB (7374 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 link to a raw IP address
- 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_uf2zjffg3rtujx2d GET https://markdownregistry.com/api/v1/resolve?ref=ksenxx/kiss_ai/website/kisssorcar.github.io/.well-known/llms.txt GET https://markdownregistry.com/api/v1/blob/abfcce16ff535f949b3b81b21a5ad6f935712cd34a1140a021f252375e3b5d60
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.