zaafpulse-rag SKILL.md skillA
zaafpulse-rag from rifqifitriady/zaafpulse is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rifqifitriady/zaafpulse/zaafpulse-rag@git:20261018.d626678Pins git:20261018.d626678 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rifqifitriady/zaafpulse
- Path
skills/zaafpulse-rag/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261018.d626678, committed Oct 18, 2026
- Size
- 1,818 bytes
- Repository stars
- 3
- License
- MIT
Search and grow ZAAFPulse knowledge bases. Retrieval is hybrid (embeddings plus BM25) over documents ingested locally, and the results come with document titles to cite. Use it when the user asks what their documents or policies say, wants answers grounded in their files, or wants to add a document to a knowledge base.
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
# ZAAFPulse: RAG
Requires `ZAAFPULSE_URL` and `ZAAFPULSE_KEY`, with a key that has the `rag` scope. For setup, read the `zaafpulse` skill.
## List knowledge bases
```bash
curl -s $ZAAFPULSE_URL/v1/knowledge -H "Authorization: Bearer $ZAAFPULSE_KEY" | jq -r '.data[] | "\(.id)\t\(.documents) docs\t\(.name)"'
```
## Search
```bash
curl -s $ZAAFPULSE_URL/v1/knowledge/company-policies/search -H "Authorization: Bearer $ZAAFPULSE_KEY" -H "Content-Type: application/json" \
-d '{"query":"refund limit without approval","k":5}'
```
The response holds `results[]` with these fields:
- `text`: the passage
- `document`: the title to cite
- `score`
- `semantic`: present when embeddings were used
`method` is `hybrid`, or `keyword` when the knowledge base has no embedding model.
## Add a document
```bash
curl -s $ZAAFPULSE_URL/v1/knowledge/company-policies/documents -H "Authorization: Bearer $ZAAFPULSE_KEY" -H "Content-Type: application/json" \
-d '{"title":"Refund policy 2026","content":"Refunds up to $100 need no approval…","kind":"text","source":"policy portal"}'
```
- `kind` is `text`, `markdown`, `html`, `csv` or `json`.
…Read the whole file at its exact version.
How to install
mdr add rifqifitriady/zaafpulse/zaafpulse-rag@sha256:2c75939e7e8460aeThe line at the top of this page pins the label git:20261018.d626678, 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_3wgw4fxfxjhkgkdl)
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Versions
The registry has recorded 1 version of this file, committed on Oct 18, 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 (1818 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
rifqifitriady/zaafpulse · 3 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3wgw4fxfxjhkgkdl GET https://markdownregistry.com/api/v1/resolve?ref=rifqifitriady/zaafpulse/zaafpulse-rag GET https://markdownregistry.com/api/v1/blob/2c75939e7e8460ae60bc49325737114dd8c418f73dd48fd97287bd4e3b4c958b
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.