Ultimate Research
PassAudited by ClawScan on May 11, 2026.
Overview
This is a coherent research-routing skill, but users should know it routinely consults memory and relies on several other research/scraping skills.
This skill appears safe to install as a research orchestrator. Before using it on sensitive topics, understand that it is designed to consult memory and route through multiple other research and scraping skills, so review those dependent skills and ask for memory/tool limits when needed.
Findings (3)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
A query may trigger multiple research, scraping, memory, and synthesis steps rather than a single local response.
The skill deliberately orchestrates multiple other skills for every routed query. This is disclosed and aligned with the research purpose, but it is broader than a simple single-tool workflow.
Always use the mandatory core: `web-scraper`, `self-improvement`, `supermemory`, `brainstorming`, `zo-research-topic`, and `market-research`.
Use this skill for tasks where broad research orchestration is desired, and review the listed dependent skills if you need tighter control over tool use.
Past preferences, projects, or decisions may influence research answers when this skill is used.
The skill intentionally retrieves persistent memory context. That can improve answers, but it may also surface sensitive, stale, or overly influential prior context.
Use `supermemory` for prior decisions, preferences, projects, and recurring context.
Avoid using it for sensitive topics unless you are comfortable with memory being consulted, and ask the agent to ignore or limit memory when appropriate.
The actual behavior also depends on the installed versions of the referenced skills.
The skill references helper scripts from other skills that are not part of this artifact bundle. This is disclosed and expected for a meta-skill, but those dependencies are outside this review.
`web-scraper/scripts/scraper.py` — page scraping and extraction. `self-improvement/scripts/audit.py` — internal audit and capability review. `supermemory/scripts/memory.py` — memory search and ingestion.
Review or trust the named dependent skills separately before relying on this router for sensitive research.