cutec-chris/researcher
skills/researcher/SKILL.md
Collect web sources into named research projects and answer questions from them. Scrapes URLs (recursive crawl, PDFs, YouTube transcripts) into a project, then answers questions grounded in the gathered sources via semantic/keyword search. Use for "research X", building a sourced dossier on a topic, or querying previously gathered material — as opposed to a one-shot web search (perplexica/searxng). Commands: create, list, add, query, delete, rename (syntax in the skill instructions).
$ install --global
skillsauthnpx skillsauth add cutec-chris/PawLia researcherInstall 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: Jun 29, 2026, 2:52 AM61.6s4 files scanned
SKILL.md
- name:
- researcher
- description:
- >
- web search (perplexica/searxng). Commands:
- create, list, add, query, delete,
- license:
- MIT
- author:
- Christian Ulrich
- version:
- 2.1
- trust:
- internal
- - embedding_model # e.g. bge-m3:
- latest
- - embedding_host # e.g. http:
- //localhost:11434
- - rag_embedding_timeout # embedding request timeout in seconds (default:
- 120)
Researcher Skill
How to use
The query contains a researcher command. Run it via the Bash tool.
The user ID is automatically provided via the PAWLIA_USER_ID environment variable — do NOT pass it manually.
python <scripts_dir>/researcher.py <command> [args...]
Commands
| Command | Bash call | Description |
|---------|-----------|-------------|
| create <name> <desc> | python <scripts_dir>/researcher.py create "<name>" "<description>" | Create a new research project |
| list | python <scripts_dir>/researcher.py list | List all projects |
| add <project> <url> [depth] | python <scripts_dir>/researcher.py add "<project>" "<url>" [depth] | Scrape URL and save to workspace (depth for recursive crawling) |
| query <project> <question> | python <scripts_dir>/researcher.py query "<project>" "<question>" | Search the project's documents |
| delete <project> | python <scripts_dir>/researcher.py delete "<project>" | Delete a project |
| rename <old> <new> | python <scripts_dir>/researcher.py rename "<old>" "<new>" | Rename a project |
Storage
Documents are saved as markdown under:
$PAWLIA_SESSION_DIR/{user_id}/research/{project}/
This lives beside the workspace, not inside it, so scraped sources never leak into the workspace listing, BM25 search, git push or the DreamWiki.
No RAG backend or DreamWiki is involved. The embed index (.index/) is built
lazily on the first query call and invalidated automatically after each add.
Search
- With embedding config: semantic search via cosine similarity on bge-m3 (or configured model)
- Without embedding config: keyword search fallback
Step-by-step instructions
- Parse the query to identify the command and arguments.
- Run the command using the Bash tool.
- Return the output to the user.
Error handling
If the script exits with an error, report: "Research error: <error message from stderr>"
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