nlweb-prompts-customization SKILL.md skillA
nlweb-prompts-customization 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-prompts-customization@git:20260914.08f85a3Pins git:20260914.08f85a3 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-prompts-customization/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260914.08f85a3, committed Sep 14, 2026
- First version recorded
- May 13, 2026
- Size
- 7,565 bytes
- Repository stars
- 40
- License
- MIT
Customize NLWeb's LLM prompts and per-Schema.org-type behavior via `prompts.xml` and `tools.xml` — covers the `<promptString>` template format, `<returnStruc>` JSON schemas, prompt inheritance, decontextualization/ranking/generate templates, per-site overrides, and pitfalls of editing prompts in place. Use when tuning answer quality, supporting a new domain, or localizing prompts.
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 Prompts Customization > **Config layout changed upstream.** NLWeb replaced the single `site_types.xml` with two files in `config/`: > **`sites.xml`** (site name → `itemType` list + description) and **`tools.xml`** (per-site / per-type tool > definitions, prompts and examples, scoped by `<Site id="…">` / `<Item>` blocks). Older guidance — including any > `site_type` / `extends` inheritance syntax — describes the retired file. **Fetch `config/sites.xml` and > `config/tools.xml` from the live repo before editing anything.** ## Before writing code **Fetch live docs**: 1. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-prompts.md for the prompts framework reference. 2. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/config/prompts.xml for the **canonical prompt templates currently shipped** — these change between releases. 3. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/config/sites.xml for per-type prompt inheritance. 4. Inspect `AskAgent/python/core/prompts.py` to see how prompts are loaded and parameterized. 5. Cross-reference with handlers in `methods/` to see which prompt each LLM call site uses. ## Conceptual Architecture …
Read the whole file at its exact version.
How to install
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-prompts-customization@sha256:810aa2bd01666d6dThe line at the top of this page pins the label git:20260914.08f85a3, 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_75vd2moeg3k6d3bv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 13, 2026 and Sep 14, 2026, about one every 125 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.08f85a3 latest | 2026-09-14 | 08f85a3 | 7,565 B | A | view · diff |
| git:20260513.4751044 | 2026-05-13 | 4751044 | 7,081 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 (7565 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_75vd2moeg3k6d3bv GET https://markdownregistry.com/api/v1/resolve?ref=orcaqubits/agentic-commerce-skills-plugins/nlweb-prompts-customization GET https://markdownregistry.com/api/v1/blob/810aa2bd01666d6da19c1c343e0fd1c272df8ac9d921914ea94f5de3c310f3fc
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.