Research Workflow

SkillDocs & knowledge

Research task workflow — @researcher agent for technology evaluation, best practices lookup, documentation discovery, with timeout limits and memory guidelines

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Research Workflow skill

What this skill tells your AI

The instructions your AI receives, as published by cubetribe/claudecode_godmode-on in skills/research/SKILL.md and read by ahel’s review.

Command

"Research: [topic]"

Workflow

@researcher → report with sources

When to Use @researcher

ScenarioUse @researcher?
New library/framework neededYES
Best practices for unfamiliar domainYES
Security advisory checkYES
API documentation lookupYES
Well-known patterns (REST, MVC)NO
Bug fix in existing codeNO
Refactoring known codeNO

@researcher Configuration

  • Model: haiku (fast & cost-effective)
  • Tools: WebSearch, WebFetch, Read, Glob, memory MCP
  • Timeout: 30 seconds MAX per task

Phase Timeouts

PhaseTimeoutAction on Timeout
WebSearch10sUse cached/partial results
WebFetch8sSkip this source
Analysis12sReport with available data
Total30sProduce partial report

Report Format

# Research Report: [Topic]

## Summary
[1-2 sentence overview of findings]

## Findings
1. [Finding with source]
2. [Finding with source]
3. [Finding with source]

## Recommendation
[Clear recommendation with rationale]

## Sources
- [Source 1](URL) — [brief description]
- [Source 2](URL) — [brief description]

## Confidence
[HIGH/MEDIUM/LOW] — [reason]

Save to: reports/vX.X.X/00-researcher-report.md

Graceful Degradation

If research fails or times out:

  1. Full Report — All sources found, all analysis complete
  2. Partial Report — Some sources found, partial analysis
  3. Failure Report — Research failed, structured error output

Partial report format includes completion_percentage and sources_status (FULL/PARTIAL/PENDING).

Memory Usage

After completing research:

  • STORE in memory: Key decisions, no-go technologies, verified sources
  • STORE when: High-confidence findings, deprecated tech discoveries
  • QUERY first: Check memory before starting new research (avoid duplicates)

Integration with Other Workflows

@researcher is OPTIONAL in Feature and API Change workflows:

Feature:    (@researcher) → @architect → @builder → gates → @scribe
API Change: (@researcher) → @architect → @api-guardian → @builder → gates → @scribe

Use when the task involves unfamiliar technology. Skip when working with known patterns.

Signals

GitHub stars
51
Forks
8
Last commit
Sep 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
research-cubetribe
Source
github.com/cubetribe/claudecode_godmode-on