knockoutez/wigolo/wigolo-agent

wigolo agent

Natural-language data gathering with optional JSON Schema output. Local-first: every fetched page lands in the cache for later reuse.

Quick Reference

// Natural language data gathering
{ "prompt": "Find pricing tiers for the top 5 headless CMS platforms" }
// With structured output schema
{
  "prompt": "Find pricing for Contentful, Sanity, and Strapi",
  "schema": { "type": "object", "properties": { "name": { "type": "string" }, "free_tier": { "type": "string" }, "pro_price": { "type": "string" }, "enterprise": { "type": "string" } } }
}
// With starting URLs
{
  "prompt": "Compare features across these CMS platforms",
  "urls": ["https://contentful.com/pricing", "https://sanity.io/pricing"],
  "max_pages": 6
}

Parameters

How It Works

1. Plans — interprets prompt, generates search queries and URLs.
2. Executes — searches and fetches in parallel within budget.
3. Extracts — if schema provided, extracts fields from each page and merges.
4. Synthesizes — produces natural-language result or structured data.
5. Reports — steps array shows every action with timings.

Synthesis follows a fallback ladder: host sampling → optional local language model → deterministic extraction.

Output Transparency

Every response includes a steps array:

[
  { "action": "plan", "detail": "Generated 3 search queries", "time_ms": 200 },
  { "action": "search", "detail": "Found 8 results", "time_ms": 5000 },
  { "action": "fetch", "detail": "Fetched 5 pages", "time_ms": 8000 },
  { "action": "extract", "detail": "Extracted schema from 5 sources", "time_ms": 3000 }
]

Use steps to debug weak results — if extraction is poor, check which pages were fetched.

Anti-Patterns

• DON'T use for reports/analysis — use research instead.
• DON'T use for single-page extraction — use extract instead.
• DON'T set max_pages high without time budget — set max_time_ms too.

When NOT to use wigolo-agent

• Per-page interactive flow needed (login, multi-step wizard, click-through pagination) — handle authentication or interaction externally, then chain with wigolo's extract.

See Also

• wigolo-extract — for single-page extraction
• wigolo-research — for reports and analysis (not data gathering)