Research Workflow
SkillDocs & knowledgeResearch 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.
No other account needed.
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
| Scenario | Use @researcher? |
|---|---|
| New library/framework needed | YES |
| Best practices for unfamiliar domain | YES |
| Security advisory check | YES |
| API documentation lookup | YES |
| Well-known patterns (REST, MVC) | NO |
| Bug fix in existing code | NO |
| Refactoring known code | NO |
@researcher Configuration
- Model: haiku (fast & cost-effective)
- Tools: WebSearch, WebFetch, Read, Glob, memory MCP
- Timeout: 30 seconds MAX per task
Phase Timeouts
| Phase | Timeout | Action on Timeout |
|---|---|---|
| WebSearch | 10s | Use cached/partial results |
| WebFetch | 8s | Skip this source |
| Analysis | 12s | Report with available data |
| Total | 30s | Produce 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:
- Full Report — All sources found, all analysis complete
- Partial Report — Some sources found, partial analysis
- 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