AGENTS.md@examples/deerflow-extension-lightragA
AGENTS.md@examples/deerflow-extension-lightrag from bytedance/deer-flow is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add bytedance/deer-flow/examples/deerflow-extension-lightrag/AGENTS.md@git:20261022.29ba806Pins git:20261022.29ba806 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- bytedance/deer-flow
- Path
examples/deerflow-extension-lightrag/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20261022.29ba806, committed Oct 22, 2026
- Size
- 1,193 bytes
- Repository stars
- 85,141
- 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
# LightRAG retrieval extension Keep HTTP calls, connection bindings and response mapping in this package. Use the core contextual tool dispatcher and unchanged source envelope. Entity/edge summaries are not document excerpts. Join source_id to returned chunk_id only; never infer edges or multi-hop paths, or use file_path alone as evidence. Reject selected scope, missing bindings, HTTP errors and redirects without retrying with broader credentials. Offload SSL client construction. Tests: backend/tests/test_lightrag_relations_extension.py and the shared three-tool suite. Their responses are synthetic. Separate opt-in checks in backend/tests/test_knowledge_phase1_live.py require existing indexed fixtures; the GLM loop requires KNOWLEDGE_RUN_MODEL_TEST=1. See VALIDATION.md for live results and limits. Never let live tests upload data or silently enable API usage. Shared graph evidence chunks are emitted once per returned chunk ID, before the first referencing edge. Every edge names its evidence result positions; prefix truncation therefore cannot leave a retained edge pointing to omitted evidence. At the hit limit, distinguish omitted evidence from absent retrieved evidence.
Read the whole file at its exact version.
How to install
mdr add bytedance/deer-flow/examples/deerflow-extension-lightrag/AGENTS.md@sha256:aeda89ae97962525The line at the top of this page pins the label git:20261022.29ba806, 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_5gs7xknjaxx25nay)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 22, 2026.
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1193 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
bytedance/deer-flow · 85,141 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5gs7xknjaxx25nay GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/examples/deerflow-extension-lightrag/AGENTS.md GET https://markdownregistry.com/api/v1/blob/aeda89ae97962525a1d66716df93165bb09eb7bd875218693bb45f000a5f8029
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 write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.