Curated Search Skill

Summary

Domain-restricted full-text search over a curated whitelist of technical documentation (MDN, Python docs, etc.). Provides clean, authoritative results without web spam.

External Endpoints

This skill does not call any external network endpoints during search operations. The crawler optionally makes outbound HTTP requests during index builds (one‑time setup), but those are user‑initiated (npm run crawl) and respect the configured domain whitelist.

Security & Privacy

• - Search is fully local – After the index is built, all queries run offline; no data leaves your machine.
• Crawling is optional and whitelist‑scoped – The crawler only accesses domains you explicitly list in config.yaml. It respects robots.txt and configurable delays.
• No telemetry – No usage data is transmitted externally.
• Configuration is read from local config.yaml and the index file in data/.

Model Invocation Note

The curated-search.search tool is invoked only when the user explicitly calls it. It does not run autonomously. OpenClaw calls the tool handler (scripts/search.js) when the user asks to search the curated index.

Trust Statement

By using this skill, you trust that the code operates locally and only crawls domains you approve. The skill does not send your queries or workspace data to any third party. Review the open‑source implementation before installing.

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Tool: curated-search.search

Search the curated index.

Parameters

Name	Type	Required	Default	Description
INLINECODE7	string	yes	—	Search query terms
INLINECODE8

number | no | 5 | Maximum results (capped by config.max_limit, typically 100) | | domain | string | no | null | Filter to specific domain (e.g., docs.python.org) | | min_score | number | no | 0.0 | Minimum relevance score (0.0–1.0); filters out low-quality matches | | offset | number | no | 0 | Pagination offset (skip first N results) |

Response

JSON array of result objects:

CODEBLOCK0

Fields:

• - title — Document title (cleaned)
• INLINECODE14 — Source URL (canonical)
• INLINECODE15 — Excerpt (~200 chars) from content
• INLINECODE16 — Hostname of source
• INLINECODE17 — BM25 relevance score (higher is better; not normalized 0–1 but typically 0–1 range)
• INLINECODE18 — Unix timestamp when page was crawled

Example Agent Calls

CODEBLOCK1

Errors

If an error occurs, the tool exits non-zero and prints a JSON error object to stderr, e.g.:

CODEBLOCK2

Common error codes:

Code	Meaning	Suggested Fix
INLINECODE19	Configuration file not found	Specify --config path or ensure config.yaml exists
INLINECODE21

YAML parsing failed | Check syntax in config.yaml |
| config_missing_index_path | index.path not set | Add index.path to config |
| index_not_found | Index file missing | Run npm run crawl to build index |
| index_corrupted | Index file incompatible or corrupted | Rebuild index with npm run crawl |
| index_init_failed | Unexpected index initialization error | Check permissions, reinstall dependencies |
| missing_query | No query provided | Provide --query argument |
| query_too_long | Query exceeds 1000 characters | Shorten the query |
| limit_exceeded | Limit > config.max_limit | Use a smaller limit |
| invalid_domain | Domain filter malformed | Use format like docs.python.org |
| conflicting_flags | Mutually exclusive flags used (e.g., --stats with --query) | Use flags correctly |
| stats_failed | Could not retrieve index stats | Ensure index is accessible |
| search_failed | Search execution threw an error | Check query and index integrity |

Configuration

Edit config.yaml in the skill directory. Key sections:

• - domains — whitelist of allowed domains (required)
• INLINECODE42 — starting URLs for crawling
• INLINECODE43 — depth, delay, timeout, maxdocuments
• INLINECODE44 — mincontentlength, maxcontentlength
• INLINECODE45 — path to index files
• INLINECODE46 — defaultlimit, maxlimit, minscore

See README.md for full configuration docs.

Support

• - Full documentation: INLINECODE48
• Technical specs: INLINECODE49
• Build plan: INLINECODE50
• Contributor guide: INLINECODE51
• Issues: Report on GitHub (or via OpenClaw maintainers)