Agent Skill
2/7/2026

do-research

Research a problem or question through iterative exploration. Loops researcher->evaluator until sufficient, then auto-selects recommendation. Output feeds into /plan. Entry point for /do:research command.

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brandon
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SKILL.md

Namedo-research
DescriptionResearch a problem or question through iterative exploration. Loops researcher->evaluator until sufficient, then auto-selects recommendation. Output feeds into /plan. Entry point for /do:research command.

name: "do-research" description: "Research a problem or question through iterative exploration. Loops researcher->evaluator until sufficient, then auto-selects recommendation. Output feeds into /plan. Entry point for /do:research command." context: fork

Research a question or problem to produce a well-considered decision.

<research-question> $ARGUMENTS </research-question>

Scope Selection

Determine scope based on the question:

  • Project-wide (architecture, patterns, major decisions): Use project-evaluator for evaluation
  • Focused/specific (implementation detail, concrete problem): Use work-evaluator for evaluation

Default to focused unless the question clearly affects project-wide architecture.

Research Loop

Maximum 3 iterations. Track iteration count and enforce limit.

Repeat until research is SUFFICIENT OR iteration limit reached:

Step 1: Research (iteration n of 3) Use the do:researcher agent to explore the problem:

  • Gather context from codebase and external sources
  • Identify all viable options
  • Document tradeoffs specific to this project
  • Form a recommendation

Step 1b: Display results - Show researcher's summary (options found, recommendation) to user.

Step 2: Evaluate Use the appropriate evaluator based on scope:

  • Project-wide: do:project-evaluator (research evaluation mode)
  • Focused: do:work-evaluator (research evaluation mode)

The evaluator assesses:

  • Does research answer the actual question?
  • Are options genuinely different and complete?
  • Are tradeoffs specific to this project?
  • Is the recommendation actionable?

Verdict: SUFFICIENT or INSUFFICIENT

Step 2b: Display results - Show evaluator's verdict and any gaps identified.

Continue Condition: If INSUFFICIENT AND iteration < 3, provide evaluator's feedback to researcher and continue loop.

Exit Conditions:

  • SUFFICIENT: Evaluator satisfied → proceed to decision
  • Iteration limit reached: After 3 iterations still INSUFFICIENT → surface to user with best available research and explicit gaps. User must provide guidance before continuing.

Decision Step

After loop exits with SUFFICIENT:

Step 3: Make Decision Use the same evaluator to choose the recommendation:

  • Review recommendation against project constraints
  • Either ACCEPT recommendation or CHOOSE ALTERNATIVE with rationale
  • Output a clear decision

Step 3b: Display decision - Show chosen option and rationale.

Output Format

Generate decision output that feeds into /plan:

## Research Decision: [Topic]

**Question**: [Original question]
**Research**: RESEARCH-<topic>-<timestamp>.md

**Decision**: [Chosen option]
**Rationale**: [Why this fits the project]
**Tradeoffs Accepted**: [What we're giving up]

**Implementation Impact**:
- [How this affects existing code]
- [New components/patterns needed]
- [Files likely to change]

**Next**: /plan to incorporate into project plan

Final Summary

Display:

═══════════════════════════════════
Research Complete
  Question: [summary]
  Iterations: n | Decision: [chosen option]
  Research: RESEARCH-<topic>-<timestamp>.md
Next: /plan to create implementation plan
═══════════════════════════════════

Important Notes

  • Research loop continues until evaluator is satisfied, removing user from iteration
  • Evaluator auto-selects recommendation based on project fit
  • Output is designed to feed directly into planning workflow
  • Use project-evaluator for architectural questions, work-evaluator for specific technical questions
  • Iteration limit enforced: Maximum 3 iterations. If still INSUFFICIENT after 3 rounds, STOP and surface to user with:
    • Best available research so far
    • Specific gaps that couldn't be resolved
    • Request for user guidance before continuing
Skills Info
Original Name:do-researchAuthor:brandon