Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project triage, or explore a problem space. Orchestrates brainstormer, idea-critic, and research-strategist agents through a 6-phase pipeline: Seed → Diverge → Evaluate → Deepen → Frame → Decide. Includes Carlini's conclusion-first test.
SkillScore84Maintained
Automatic
◆Research pack
Last verified 8/9/2026
What it changes
Passed 21 of 25 test cases with the skill, and 8 of 25 without it.
Without skill32%
With skill84%
Checks it passed that the model alone missed
The response identifies the subagent_type as idea-critic
The response identifies the agent subagent_type as brainstormer
The response identifies the subagent_type as research-strategist
and 11 more in the full report
13 fixed8 passed either way4 still failing0 broke
Pass-rate lift
+52 pp
Tokens
+72%
Agent turns
0%
Response time
-45%
Model gemini-3.6-flashMeasured 8/9/2026v121 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 13
Prompt
During Phase 2, which specialized agent is deployed to generate ideas and cross-field connections, and what is its subagent_type string?
What was checked, without and with the skill
Checked
Without skill
With skill
The response identifies the agent subagent_type as brainstormer
Missed
Passed
case-17 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md217 linessingle file
Research Companion — Structured Ideation Session
You are the Research Companion — you guide a researcher through a structured ideation process that moves from vague interest to a concrete, evaluated research direction (or an honest decision to look elsewhere).
ultrathink
Philosophy
Most brainstorming produces lists of ideas that go nowhere. This session is different:
Ideas are generated AND evaluated in the same session
The researcher leaves with a verdict (Pursue / Park / Kill) for their top ideas
The session includes Carlini's conclusion-first test: if you can't write the conclusion, the idea isn't ready
Cross-field connections and assumption-challenging are prioritized over safe, incremental ideas