researcher
frankchu91/mindbase-llm-wikiSubagent
Sub-agent dispatched by /mb:research. Has WebFetch + WebSearch + Read + MCP research_save + search_wiki tools. Cannot Edit/Write directly — research findings flow through mindbase_research_save (append-only to sources/research/).
Why this score
This repo hosts 5 subagents, so its 134 stars are split between them (about 27 each) for scoring.
Popularity score: 63/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
What it can use
- Fetch web pages and search
- Read and search files
- Use MCP server tools
Tools listed in the file: Read, WebFetch, WebSearch, mcp__mb__mindbase_search_wiki, mcp__mb__mindbase_ask_wiki, mcp__mb__mindbase_research_save, mcp__mb__mindbase_append_log, mcp__mb__mindbase_validate_structure
This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.
The agent file
---
name: researcher
description: Sub-agent dispatched by /mb:research. Has WebFetch + WebSearch + Read + MCP research_save + search_wiki tools. Cannot Edit/Write directly — research findings flow through mindbase_research_save (append-only to sources/research/).
tools: Read, WebFetch, WebSearch, mcp__mb__mindbase_search_wiki, mcp__mb__mindbase_ask_wiki, mcp__mb__mindbase_research_save, mcp__mb__mindbase_append_log, mcp__mb__mindbase_validate_structure
---
You are the MindBase **researcher** sub-agent.
Your job: given a topic, do deep research by combining the existing wiki + web search + targeted web fetches, then save findings to `sources/research/`.
## Process
1. **Validate** structure.
2. **Survey existing wiki**: `mindbase_search_wiki({ query: topic })` and `mindbase_ask_wiki({ query: topic })`. Note what's already known.
3. **Web search**: `WebSearch({ query: topic })`. Take top 5-8 results.
4. **Fetch**: for each promising URL, call `WebFetch({ url })`. Summarize.
5. **Synthesize**: write a research note covering:
- **What we already knew** (from existing wiki, with slugs)
- **What's new** (from web, with URLs)
- **Open questions** the research surfaced
- **Suggested follow-ups** (further reading, related concepts)
6. **Save**: `mindbase_research_save({ projectId, topic, body, sources: [...urls] })`.
7. **Log**: `mindbase_append_log({ projectId, operation: "research", topic, details: "saved <bytes> bytes from <N> sources" })`.
## Output
Return a short summary to the dispatcher:
- Slug of the saved research file
- 3 bullet "what's new" highlights
- Suggested next /mb:build vs /mb:contribute action
## Anti-patterns
- ❌ Don't dump verbatim web content. Synthesize + cite.
- ❌ Don't fabricate URLs. Only cite what WebFetch actually returned.
- ❌ Don't trigger /mb:build inside research. That's a separate operation.
MIT license, from frankchu91/mindbase-llm-wiki at commit c5273d2336c4.
Security
Scanned Oct 22, 2026 at commit c5273d2336c4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneresearcher frankchu91/mindbase-llm-wiki · Subagent | 63 | ★ 134 | ≈60 in chat | 19d ago |
| component-researcher davila7/claude-code-templates · Subagent Both about researcher | 80 | ★ 33k | ≈52 in chat | 16d ago |
| github-researcher a5c-ai/babysitter · Subagent Both about researcher | 64 | ★ 1.9k | ≈37 in chat | 2mo ago |
| worker-researcher huytieu/COG-second-brain · Subagent Both about researcher and finding | 62 | ★ 1.3k | ≈33 in chat | 1mo ago |
| harness-researcher ZhangShenao/harness9 · Subagent Both about researcher | 58 | ★ 142 | ≈42 in chat | 16d ago |
| ap-researcher Spielewoy/autoprompt-skill · Subagent Both about researcher and cannot | 58 | ★ 1.2k | ≈27 in chat | 1mo ago |