Files
librefang-registry/agents/academic-researcher
Evan d778da72a2 fix(validate): check for [agents] instead of [agent] in HAND.toml (#15)
* fix(validate): check for [agents] instead of [agent] in HAND.toml

All 14 hands use [agents.main] (plural) for multi-agent config,
but the validator was checking for [agent] (singular), causing
all hands to fail validation.

* fix(routing): resolve 19 routing alias collisions

Agent is a sub-unit of hand, so hands take priority for routing.
Remove conflicting aliases from agent side when hand already owns them.

- analyst: remove data analysis, analyze data, dashboard (owned by hand/analytics)
- data-scientist: remove statistical analysis, forecast, prediction (owned by hand/analytics, hand/predictor)
- sales-assistant: remove prospecting, sales, pipeline (owned by hand/lead, hand/devops)
- devops-lead: remove incident response, kubernetes, terraform (owned by hand/devops)
- researcher: remove deep research, research, literature review (owned by hand/researcher)
- academic-researcher: remove literature review, systematic review (owned by hand/researcher)
- social-media: remove duplicate content calendar from weak_aliases
- hand/collector: remove competitive analysis (owned by hand/strategist)
2026-03-23 09:41:29 +09:00
..

Academic Researcher

Academic research agent. Searches scholarly papers, summarizes findings, and generates literature reviews.

Configuration

Field Value
Module builtin:chat
Model default
Provider default

System prompt instructs structured research methodology: scope, search, retrieve, evaluate, synthesize, and cite with proper academic standards.

Skills

  • web_search, web_fetch, file_read, file_write, file_list, memory_store, memory_recall

Usage

librefang agent run academic-researcher