gonzalezpazmonica/web-research
.claude/skills/web-research/SKILL.md
Search the web to resolve context gaps — documentation, versions, CVEs, best practices. Auto-starts SearxNG Docker if available, falls back to WebSearch.
$ install --global
skillsauthnpx skillsauth add gonzalezpazmonica/pm-workspace web-researchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 17, 2026, 2:50 AM5.2s2 files scanned
SKILL.md
- name:
- web-research
- description:
- Search the web to resolve context gaps — documentation, versions, CVEs, best practices. Auto-starts SearxNG Docker if available, falls back to WebSearch.
- summary:
- |
- Busca en la web para resolver gaps de contexto:
- documentacion,
- maturity:
- beta
- context:
- fork
- agent:
- architect
- category:
- quality
- tags:
- ["search", "web", "cache", "searxng", "citations", "gap-detection"]
- priority:
- high
- disable-model-invocation:
- false
- user-invocable:
- true
- allowed-tools:
- [Read, Bash, WebSearch, WebFetch, Write]
Skill: Web Research
3-layer search: cache → SearxNG (Docker auto-start) → Claude WebSearch. Inspired by FAIR-Perplexica.
When to use
- User asks about external technology (versions, APIs, configs)
- Gap detected: CVE, deprecation, compatibility question
- Tech-research-agent needs web sources for investigation
- Developer encounters error from external library
What it produces
- Search results — reranked by relevance, cached locally
- Inline citations —
[web:N]with source URLs in footer - Follow-up suggestions — contextual next commands
- Gap detection — automatic suggestion when external gap detected
Prerequisites
1. Python 3.x available → always true in pm-workspace
2. Docker (optional) for SearxNG → graceful fallback if missing
3. Internet connection (optional) → cache-only mode if offline
Flow
User query or gap detected
→ Sanitize (strip PII, projects, emails, IPs)
→ Check cache (TTL by category)
→ If miss: try SearxNG (auto-start Docker)
→ If SearxNG unavailable: use Claude WebSearch
→ Rerank results (keyword + domain authority)
→ Cache results
→ Format with [web:N] citations
→ Show follow-up suggestions
Key modules
| Module | Lines | Purpose |
|--------|-------|---------|
| cache.py | 137 | LRU cache, TTL, stats |
| sanitizer.py | 107 | PII removal, classification |
| rerank.py | 86 | Heuristic scoring |
| formatter.py | 88 | Citation formatting |
| gap_detector.py | 110 | External vs internal detection |
| searxng.py | 149 | Docker auto-start, cross-platform |
| search.py | 88 | 3-layer orchestrator |
| suggestions.py | 81 | Post-command follow-ups |
References
- Spec:
docs/propuestas/SPEC-003-web-research-system.md - Config:
docs/rules/domain/web-research-config.md - Docs ES:
docs/web-research.md - Docs EN:
docs/web-research.en.md - Tests:
tests/test-web-research.bats
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