Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/danielgap/openclaw-planitornpx agentmods add skills/danielgap/openclaw-planitor/web-researchWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/danielgap/openclaw-planitor/web-research)<a href="https://agentmods.dev/skills/danielgap/openclaw-planitor/web-research"><img src="https://agentmods.dev/badge/skills/danielgap/openclaw-planitor/web-research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/danielgap/openclaw-planitor/web-research"><img src="https://agentmods.dev/badge/skills/danielgap/openclaw-planitor/web-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.02483 |
| Opus 5.5 | $0.00018 | $0.00993 |
| Sonnet 5.5 | $0.00009 | $0.00497 |
| Haiku 4.5 | $0.00005 | $0.00248 |
Grade A, and why
web-research scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
1. curl -sL "$URL" How it starts
The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Web Research — Arsenal de Investigación
Sistema completo de herramientas para búsqueda, extracción, scraping y OSINT. Todas las herramientas funcionan sin intervención manual y están integradas en el pipeline.
🔄 Fallback Chain de Fetching
Para obtener contenido de cualquier URL, seguir este orden:
1. curl -sL "$URL"
└─ Estático, rápido (~1s). Si devuelve contenido útil → usar
└─ Si falla, vacío, o bloqueado ↓
2. curl -sL "https://r.jina.ai/$URL"
└─ Jina AI: paywall bypass, JS rendering (~3s)
└─ Si falla ↓
3. python3 skills/searxng-search/searxng-search.py "$QUERY"
└─ SearXNG: búsqueda metagear, sin rate limits (~2s)
└─ Si no encuentra ↓
4. lightpanda fetch --dump markdown "$URL"
└─ Lightpanda: JS rendering ultrarrápido (~1.7s), bypass Cloudflare
└─ Si falla ↓
5. scrapling stealthy-fetch "$URL" --headless --wait 3000
└─ Scrapling: anti-bot completo, último recurso (~7-10s)
└─ Bypass todo tipo de protecciones
🔧 Herramientas por Categoría
Búsqueda Web
| Herramienta | Tipo | Rate Limit | Uso Principal |
|---|---|---|---|
| Tavily | API (web_search tool) | 1000 req/mes (free) | Búsqueda primaria, optimizada para IA |
| SearXNG | Script Python | Sin límite | Búsqueda sin rate limits, URLs de competidores |
| Jina AI | API (r.jina.ai) | Sin límite | Bypass paywalls, artículos completos |
| Perplexity Pro | Browser automation | Suscripción $20/mes | Búsqueda pro con fuentes (opcional) |
Cuándo usar cada una:
- Búsqueda general de información → Tavily (primero)
- Necesitas URLs verificables de competidores → SearXNG
- Artículo detrás de paywall → Jina AI
- Búsqueda profunda con análisis → Perplexity Pro (si disponible)
Scraping / Extracción Web
| Herramienta | Velocidad | Anti-bot | Uso |
|---|---|---|---|
| Lightpanda | ⚡ 1.7s | Cloudflare bypass | Webs con JS, tweets, datos dinámicos |
| Scrapling | 🐢 7-10s | Full anti-bot | Último recurso, sitios muy protegidos |
| Camoufox | 🐢 5-8s | Fingerprint spoofing | Google Reviews, datos que requieren navegador real |
| agent-browser | 🐢 10-15s | Perfil guardado | Automatización compleja, Perplexity, flujos multi-paso |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 261 lines · 45 tokens per session scan A bc2030642003
web-research is a skill published in the GitHub repository danielgap/openclaw-planitor (5 stars, last pushed 6mo ago), licensed MIT. It adds 45 tokens to every session and 2,483 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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