aminer-rec5 SKILL.md skillA
aminer-rec5 from amd/gaia is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amd/gaia/aminer-rec5@git:20260812.c83047bPins git:20260812.c83047b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amd/gaia
- Path
tests/fixtures/openclaw_skills/aminer-daily-paper/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260812.c83047b, committed Aug 12, 2026
- Size
- 1,991 bytes
- Repository stars
- 1,593
- License
- MIT
OpenClaw personalized paper recommendation skill. When the user invokes /aminer-rec5 or /skill aminer-rec5 in Feishu, immediately run the local pipeline under {baseDir}/scripts/, accept aminer_user_id, scholar hints, seed paper titles, papers_file, or free-form topic text, build a unified ResearchProfile, retrieve papers, enrich with AMiner, dispatch Feishu cards, and return NO_REPLY.
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
# aminer-rec5
Use this skill only for explicit `/aminer-rec5` or `/skill aminer-rec5` requests.
## Contract
- Every explicit invocation is a new run.
- Do not answer with status-only text.
- Do not search, install, or repair skills.
- After running `handle_trigger.py`, check `final_response` in the JSON output:
- `NO_REPLY` → Feishu cards were dispatched successfully. Return exactly `NO_REPLY`.
- `TEXT` → No Feishu target available. Present the `reply_text` value directly to the user.
- Any error → Report the `reply_text` or error detail to the user.
## Inputs
- `aminer_user_id`
- `scholar` / `name`
- `org`
- `papers`
- `papers_file`
- `topics`
- `language_sort`: `zh` or `en` — filter results by paper language
- `start_year`: minimum publication year (e.g. 2023)
- `end_year`: maximum publication year (e.g. 2026)
- free-form natural-language interest description
## Execution
```bash
python3 "{baseDir}/scripts/handle_trigger.py" \
--base-dir "{baseDir}" \
--text "<original Feishu message>"
```
`handle_trigger.py` is the only supported entrypoint.
## Examples
```
/aminer-rec5 topics: multimodal agents, tool use
…Read the whole file at its exact version.
How to install
mdr add amd/gaia/aminer-rec5@sha256:e6ef64aad26e1005The line at the top of this page pins the label git:20260812.c83047b, 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_va467g4nodcvm4qu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 12, 2026.
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 (1991 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
amd/gaia · 1,593 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_va467g4nodcvm4qu GET https://markdownregistry.com/api/v1/resolve?ref=amd/gaia/aminer-rec5 GET https://markdownregistry.com/api/v1/blob/e6ef64aad26e1005c67cf198f1339092b6d313d66201116d54a30acda843c534
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.