AGENTS.md@skills/public/data-analysisA
AGENTS.md@skills/public/data-analysis from bytedance/deer-flow is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add bytedance/deer-flow/skills/public/data-analysis/AGENTS.md@git:20261106.eab978fPins git:20261106.eab978f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- bytedance/deer-flow
- Path
skills/public/data-analysis/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20261106.eab978f, committed Nov 6, 2026
- First version recorded
- Oct 19, 2026
- Size
- 3,851 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
# Data-analysis source and SQL correctness `analyze.py` allocates lookup aliases and SQL table names together. Neither may shadow an existing alias or SQL name (case-insensitively). Both CSV files and Excel sheets use this allocator; reserve a name only after CREATE TABLE succeeds. Cache identity includes input order, filesystem-encoded basenames, per-file content digests, and a namespace version. Directory relocation alone does not change a readable input's identity. Bump the namespace if table-mapping semantics change. Cache publication uses `open_analysis_cache()`: build in a private UUID directory under .data-analysis-cache/generations-v1/, close the DuckDB writer, reopen read-only, then atomically replace one manifest containing its generation and map. Never publish metadata while an import writer still owns the database. Validate the manifest, allocator invariants and physical main-schema tables before reuse; invalid entries rebuild. Flat legacy caches are ignored, not migrated or deleted. Remove private builds if manifest preparation fails or an unsuccessful replacement leaves its unique temporary source in place. Retain a generation …
Read the whole file at its exact version.
How to install
mdr add bytedance/deer-flow/skills/public/data-analysis/AGENTS.md@sha256:09f529c6d5813d56The line at the top of this page pins the label git:20261106.eab978f, 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_l4rp4kitevuz6ons)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 19, 2026 and Nov 6, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.eab978f latest | 2026-11-06 | eab978f | 3,851 B | A | view · diff |
| git:20261025.dcb3a70 | 2026-10-25 | dcb3a70 | 2,654 B | A | view · diff |
| git:20261024.eb7f41c | 2026-10-24 | eb7f41c | 2,373 B | A | view · diff |
| git:20261020.d288935 | 2026-10-20 | d288935 | 1,749 B | A | view · diff |
| git:20261019.a3c65c7 | 2026-10-19 | a3c65c7 | 1,515 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (3851 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_l4rp4kitevuz6ons GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/skills/public/data-analysis/AGENTS.md GET https://markdownregistry.com/api/v1/blob/09f529c6d5813d564f5a37ced40831d96adc37e4ce231aa48a1a7a3b66cb494b
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.