llms.txt@docs/.well-knownA
llms.txt@docs/.well-known from ikalus1988/misakanet is an llms.txt file: plain text a project publishes for AI models to read.
mdr add ikalus1988/misakanet/docs/.well-known/llms.txt@git:20261031.8f0c72dPins git:20261031.8f0c72d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- ikalus1988/misakanet
- Path
docs/.well-known/llms.txt- Versions recorded
- 69
- Latest version
- git:20261031.8f0c72d, committed Oct 31, 2026
- First version recorded
- Sep 11, 2026
- Size
- 1,840 bytes
- Repository stars
- 549
- 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
# MisakaNet
MisakaNet is a Git-backed failure lesson network for AI coding agents.
## Use it when
- The user is debugging repeated CI, GitHub, Python, WSL, Feishu, RAG, or agent tooling failures.
- The agent is stuck retrying the same fix.
- The error looks like a known engineering pitfall.
## Primary interfaces
- **CLI:** `python search_knowledge.py "<error>"`
- **MCP:** `scripts/mcp_server.py`
- **Web:** https://misakanet.org/search/
- **Static pages:** https://misakanet.org/lessons/<slug>/
## Data
- 750 indexed failure lessons
- 49 domains: devops, feishu, fanuc, development, rag, agent-network, etc.
- Zero dependencies for core search
- All lessons are GitHub-audited Markdown
## Important queries
These are high-signal queries that return indexed lessons:
- DCO sign-off failed
- GitHub token secret scan
- pip install timeout
- database locked
- Feishu document cleared
- Windows Unicode crash
- WSL permission denied
- FANUC error codes
- MCP server not discovered
- Agent loops debugging
## How to connect
### Claude Code / Claude Desktop
```json
{
"mcpServers": {
"misakanet": {
"command": "python3",
…Read the whole file at its exact version.
How to install
mdr add ikalus1988/misakanet/docs/.well-known/llms.txt@sha256:16a85998a48f6f26The line at the top of this page pins the label git:20261031.8f0c72d, 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_csig7flslftonpj6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 69 versions of this file, between Sep 11, 2026 and Oct 31, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.8f0c72d latest | 2026-10-31 | 8f0c72d | 1,840 B | A | view · diff |
| git:20261031.3c38072 | 2026-10-31 | 3c38072 | 1,840 B | A | view · diff |
| git:20261031.0db2ba0 | 2026-10-31 | 0db2ba0 | 1,840 B | A | view · diff |
| git:20261030.8eacbc9 | 2026-10-30 | 8eacbc9 | 1,840 B | A | view · diff |
| git:20261029.c269fcc | 2026-10-29 | c269fcc | 1,840 B | A | view · diff |
| git:20261027.0ae5cc3 | 2026-10-27 | 0ae5cc3 | 1,840 B | A | view · diff |
| git:20261025.f757620 | 2026-10-25 | f757620 | 1,840 B | A | view · diff |
| git:20261024.bdf9fae | 2026-10-24 | bdf9fae | 1,840 B | A | view · diff |
| git:20261023.a997265 | 2026-10-23 | a997265 | 1,840 B | A | view · diff |
| git:20261022.fc44983 | 2026-10-22 | fc44983 | 1,840 B | A | view · diff |
| git:20261022.c4a01a8 | 2026-10-22 | c4a01a8 | 1,840 B | A | view · diff |
| git:20261018.916650c | 2026-10-18 | 916650c | 1,840 B | A | view · diff |
| git:20261018.ec699e2 | 2026-10-18 | ec699e2 | 1,840 B | A | view · diff |
| git:20261017.6dc4f7c | 2026-10-17 | 6dc4f7c | 1,840 B | A | view · diff |
| git:20261017.d9c520b | 2026-10-17 | d9c520b | 1,840 B | A | view · diff |
| git:20261017.0cf5ee8 | 2026-10-17 | 0cf5ee8 | 1,840 B | A | view · diff |
| git:20261017.24b1308 | 2026-10-17 | 24b1308 | 1,840 B | A | view · diff |
| git:20261017.8e3d8a3 | 2026-10-17 | 8e3d8a3 | 1,840 B | A | view · diff |
| git:20261009.4007582 | 2026-10-09 | 4007582 | 1,840 B | A | view · diff |
| git:20261008.23c9d0a | 2026-10-08 | 23c9d0a | 1,840 B | A | view · diff |
| git:20261008.0f4490c | 2026-10-08 | 0f4490c | 1,840 B | A | view · diff |
| git:20261008.213c7c0 | 2026-10-08 | 213c7c0 | 1,840 B | A | view · diff |
| git:20261008.4149d2d | 2026-10-08 | 4149d2d | 1,840 B | A | view · diff |
| git:20261008.c446d61 | 2026-10-08 | c446d61 | 1,840 B | A | view · diff |
| git:20261006.d39fdce | 2026-10-06 | d39fdce | 1,840 B | A | view · diff |
| git:20261006.5b90e09 | 2026-10-06 | 5b90e09 | 1,840 B | A | view · diff |
| git:20261006.bbecb11 | 2026-10-06 | bbecb11 | 1,840 B | A | view · diff |
| git:20261003.da924a0 | 2026-10-03 | da924a0 | 1,840 B | A | view · diff |
| git:20261003.5b70423 | 2026-10-03 | 5b70423 | 1,840 B | A | view · diff |
| git:20261003.6c3c3e8 | 2026-10-03 | 6c3c3e8 | 1,840 B | A | view · diff |
| git:20261003.5b757cb | 2026-10-03 | 5b757cb | 1,840 B | A | view · diff |
| git:20261002.34ffda9 | 2026-10-02 | 34ffda9 | 1,840 B | A | view · diff |
| git:20261002.f221836 | 2026-10-02 | f221836 | 1,840 B | A | view · diff |
| git:20261001.4f7503f | 2026-10-01 | 4f7503f | 1,840 B | A | view · diff |
| git:20261001.3d9bbb9 | 2026-10-01 | 3d9bbb9 | 1,840 B | A | view · diff |
| git:20261001.34d80bb | 2026-10-01 | 34d80bb | 1,840 B | A | view · diff |
| git:20261001.28d4c42 | 2026-10-01 | 28d4c42 | 1,840 B | A | view · diff |
| git:20260929.76fd249 | 2026-09-29 | 76fd249 | 1,840 B | A | view · diff |
| git:20260928.28b9f03 | 2026-09-28 | 28b9f03 | 1,840 B | A | view · diff |
| git:20260926.44ec5ae | 2026-09-26 | 44ec5ae | 1,840 B | A | view · diff |
| git:20260926.5e71e30 | 2026-09-26 | 5e71e30 | 1,840 B | A | view · diff |
| git:20260926.ad76401 | 2026-09-26 | ad76401 | 1,864 B | A | view · diff |
| git:20260925.ef7570e | 2026-09-25 | ef7570e | 1,864 B | A | view · diff |
| git:20260924.e0a48b9 | 2026-09-24 | e0a48b9 | 1,864 B | A | view · diff |
| git:20260923.606f32e | 2026-09-23 | 606f32e | 1,864 B | A | view · diff |
| git:20260922.edd1b45 | 2026-09-22 | edd1b45 | 1,864 B | A | view · diff |
| git:20260922.0294bbc | 2026-09-22 | 0294bbc | 1,863 B | A | view · diff |
| git:20260921.33cec70 | 2026-09-21 | 33cec70 | 1,863 B | A | view · diff |
| git:20260921.1eac2c1 | 2026-09-21 | 1eac2c1 | 1,863 B | A | view · diff |
| git:20260920.6a0e245 | 2026-09-20 | 6a0e245 | 1,863 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1840 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
ikalus1988/misakanet · 549 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_csig7flslftonpj6 GET https://markdownregistry.com/api/v1/resolve?ref=ikalus1988/misakanet/docs/.well-known/llms.txt GET https://markdownregistry.com/api/v1/blob/16a85998a48f6f263cf430b0e59b848ee8e9af9422add858673e29f3c655c6e2
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.