contrib-ingest SKILL.md skillA
contrib-ingest from baodq97/tencentdb-agent-memory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add baodq97/tencentdb-agent-memory/contrib-ingest@git:20260731.937a638Pins git:20260731.937a638 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- baodq97/tencentdb-agent-memory
- Path
skills/contrib-ingest/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260731.937a638, committed Jul 31, 2026
- First version recorded
- Jun 18, 2026
- Size
- 3,694 bytes
- Repository stars
- 12
- License
- a license file GitHub does not identify
Internal phase — extract L1 contributor atoms from a GitHub subject's raw activity. Invoked by contrib-profile / `/contrib ingest`.
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
# Contributor Ingest
Turn one subject's raw GitHub activity into evidence-linked L1 atoms across the
11 fixed dimensions. You do all classification — no external LLM.
## Workflow
### 1. Fetch raw events
```bash
tmem contrib raw <subject-id>
```
This prints `{commits, prs, reviewCommentsGiven, reviewThreadsReceived, issues}`
(bots/forks/generated files already filtered):
- `commits` — the subject's commits across ALL branches (default branch + every
PR's head branch), deduped by sha.
- `prs` — PRs the subject authored (all branches, via the search API).
- `reviewCommentsGiven` — review comments the subject WROTE on others' PRs.
- `reviewThreadsReceived` — comments on the subject's own PRs (with `is_subject`
flagging their own replies vs reviewers').
If it errors with "gh not found" or auth failure, tell the user to run
`gh auth login` and stop.
### 2. Classify into the 11 dimensions
**Before classifying, read `references/dimensions.md`** — the per-dimension
rubric with good-vs-shallow atom examples, the Ousterhout lens for `solve`, and
evidence-strength criteria. Classification quality depends on it; the summary
below is only the map.
…Read the whole file at its exact version.
How to install
mdr add baodq97/tencentdb-agent-memory/contrib-ingest@sha256:1b05438f0a3283f5The line at the top of this page pins the label git:20260731.937a638, 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_mgk5sochlyoxygkn)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 18, 2026 and Jul 31, 2026, about one every 43 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260731.937a638 latest | 2026-07-31 | 937a638 | 3,694 B | A | view · diff |
| git:20260618.d13af19 | 2026-06-18 | d13af19 | 3,818 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3694 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
baodq97/tencentdb-agent-memory · 12 stars · license a license file GitHub does not identify · pushed 2026-09-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mgk5sochlyoxygkn GET https://markdownregistry.com/api/v1/resolve?ref=baodq97/tencentdb-agent-memory/contrib-ingest GET https://markdownregistry.com/api/v1/blob/1b05438f0a3283f58842b84d5b775c0276853c5097b7242e0086952000c3bfc7
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.