nlweb-data-loading SKILL.md skillA
nlweb-data-loading from orcaqubits/agentic-commerce-skills-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading@git:20260513.4751044Pins git:20260513.4751044 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orcaqubits/agentic-commerce-skills-plugins
- Path
nlweb-protocol/skills/nlweb-data-loading/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260513.4751044, committed May 13, 2026
- Size
- 7,576 bytes
- Repository stars
- 40
- License
- MIT
Ingest site content into NLWeb's vector store using `db_load.py` — supports RSS/Atom feeds, Schema.org JSON-LD, sitemap-driven URL lists, and CSV. Covers chunking, embedding computation, site partitioning, batch sizing, delete-and-reload, and per-backend write_endpoint targeting. Use when bootstrapping a site's index, refreshing content, or migrating between retrieval backends.
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
# NLWeb Data Loading ## Before writing code **Fetch live docs**: 1. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/docs/tools-database-load.md for the canonical `db_load.py` reference. 2. Inspect `AskAgent/python/data_loading/db_load.py` and `db_load_utils.py` in the live repo for exact CLI flags — they've added flags in recent releases. 3. Check `AskAgent/python/data_loading/rss2schema.py` for how RSS items map to Schema.org `Article` objects. 4. Confirm the **embedding provider** used at ingest matches `preferred_provider` in `config_embedding.yaml` for the query side — mismatch = silent retrieval failure. 5. For partner backends, check `docs/setup-snowflake.md`, `docs/setup-cloudflare-autorag.md`, etc. for backend-specific ingest steps (some bypass `db_load.py`). ## Conceptual Architecture ### What db_load Does `db_load.py` is the canonical ingest pipeline. Given a source and a site name, it: 1. **Fetches** the source (RSS feed, JSON-LD URL, sitemap-derived URL list, CSV). 2. **Normalizes** each item to a Schema.org JSON object (uses `rss2schema.py` for feeds; passes JSON-LD through; maps CSV columns by convention). …
Read the whole file at its exact version.
How to install
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading@sha256:d9042c380fd2b312The line at the top of this page pins the label git:20260513.4751044, 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_milzunpkamha35kb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 13, 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 (7576 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
orcaqubits/agentic-commerce-skills-plugins · 40 stars · license MIT · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_milzunpkamha35kb GET https://markdownregistry.com/api/v1/resolve?ref=orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading GET https://markdownregistry.com/api/v1/blob/d9042c380fd2b312cd7ac47b5b94996a13652020a4b7889981916c9689daaf39
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.