company-brain-company-qa SKILL.md skillB
company-brain-company-qa from topoteretes/cognee is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add topoteretes/cognee/company-brain-company-qa@git:20261006.5dcb57dPins git:20261006.5dcb57d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- topoteretes/cognee
- Path
.agents/skills/company-brain-company-qa/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261006.5dcb57d, committed Oct 6, 2026
- First version recorded
- Oct 2, 2026
- Size
- 2,999 bytes
- Repository stars
- 33,092
- License
- Apache-2.0
Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together. Use when someone wants to connect their company's database, tickets and docs, or asks who owns, decided or is handling something across them. Runs locally; reads the sources, writes only to cognee's memory.
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
# Company brain: company Q&A Runs the company brain cookbook in `examples/cookbooks/company_brain/company_qa/`. It remembers a SQL database, a ticket export and a docs folder in the cognee dataset `company_qa`, extracts them with one graph model so the same person, team or project becomes one node, then answers a question across them. Setup, the scripts and what each one does are in the cookbook's [`README.md`](../../../examples/cookbooks/company_brain/company_qa/README.md). Run every command from the repo root. ## Steps 1. Work out the sources. Ask the user for the ones they want: a database URL (and tables), one or more ticket export files (JSON or CSV), a docs folder. If they have none, or want to see it work first, pass no sources: the run then uses the sample company (the `[setup]` line says so). Tell the user the answer comes from sample data. 2. Run `uv run python examples/cookbooks/company_brain/company_qa/company_qa.py --check` with the sources (`--database URL [--tables a,b] --tickets FILE [FILE ...] --docs FOLDER`), or none for the sample. - Exit 0: go to step 3. …
Read the whole file at its exact version.
How to install
mdr add topoteretes/cognee/company-brain-company-qa@sha256:17f87c1c3d3ccb09The line at the top of this page pins the label git:20261006.5dcb57d, 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_kjb6ghzqppe2jxu5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 2, 2026 and Oct 6, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261006.5dcb57d latest | 2026-10-06 | 5dcb57d | 2,999 B | B | view · diff |
| git:20261002.e410ff8 | 2026-10-02 | e410ff8 | 2,868 B | B | view · diff |
| git:20261002.f8d7641 | 2026-10-02 | f8d7641 | 2,870 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: print `.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2999 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 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 SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
topoteretes/cognee · 33,092 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kjb6ghzqppe2jxu5 GET https://markdownregistry.com/api/v1/resolve?ref=topoteretes/cognee/company-brain-company-qa GET https://markdownregistry.com/api/v1/blob/17f87c1c3d3ccb09db45719b635c97bd3062de7b8b20fd78c884cda992908f7b
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.