xiaohongshu
xiaohongshu
gsd-research-phase
Research implementation approach for phase before planning
Full skill instructions
Note: This is a standalone research command. For most workflows, use /gsd-plan-phase which integrates research automatically.
Use this command when:
Orchestrator role: Parse phase, validate against roadmap, check existing research, gather context, spawn researcher agent, present results.
Why subagent: Research burns context fast (WebSearch, Context7 queries, source verification). Fresh 200k context for investigation. Main context stays lean for user interaction. </objective>
<context> Phase number: $ARGUMENTS (required)Normalize phase input in step 1 before any directory lookups. </context>
<process># Normalize phase number (8 → 08, but preserve decimals like 2.1 → 02.1)
if [[ "$ARGUMENTS" =~ ^[0-9]+$ ]]; then
PHASE=$(printf "%02d" "$ARGUMENTS")
elif [[ "$ARGUMENTS" =~ ^([0-9]+)\.([0-9]+)$ ]]; then
PHASE=$(printf "%02d.%s" "${BASH_REMATCH[1]}" "${BASH_REMATCH[2]}")
else
PHASE="$ARGUMENTS"
fi
grep -A5 "Phase ${PHASE}:" .planning/ROADMAP.md 2>/dev/null
If not found: Error and exit. If found: Extract phase number, name, description.
ls .planning/phases/${PHASE}-*/RESEARCH.md 2>/dev/null
If exists: Offer: 1) Update research, 2) View existing, 3) Skip. Wait for response.
If doesn't exist: Continue.
grep -A20 "Phase ${PHASE}:" .planning/ROADMAP.md
cat .planning/REQUIREMENTS.md 2>/dev/null
cat .planning/phases/${PHASE}-*/${PHASE}-CONTEXT.md 2>/dev/null
grep -A30 "### Decisions Made" .planning/STATE.md 2>/dev/null
Present summary with phase description, requirements, prior decisions.
Research modes: ecosystem (default), feasibility, implementation, comparison.
<research_type>
Phase Research — investigating HOW to implement a specific phase well.
</research_type>
<key_insight>
The question is NOT "which library should I use?"
The question is: "What do I not know that I don't know?"
For this phase, discover:
- What's the established architecture pattern?
- What libraries form the standard stack?
- What problems do people commonly hit?
- What's SOTA vs what Claude's training thinks is SOTA?
- What should NOT be hand-rolled?
</key_insight>
<objective>
Research implementation approach for Phase {phase_number}: {phase_name}
Mode: ecosystem
</objective>
<context>
**Phase description:** {phase_description}
**Requirements:** {requirements_list}
**Prior decisions:** {decisions_if_any}
**Phase context:** {context_md_content}
</context>
<downstream_consumer>
Your RESEARCH.md will be loaded by `/gsd-plan-phase` which uses specific sections:
- `## Standard Stack` → Plans use these libraries
- `## Architecture Patterns` → Task structure follows these
- `## Don't Hand-Roll` → Tasks NEVER build custom solutions for listed problems
- `## Common Pitfalls` → Verification steps check for these
- `## Code Examples` → Task actions reference these patterns
Be prescriptive, not exploratory. "Use X" not "Consider X or Y."
</downstream_consumer>
<quality_gate>
Before declaring complete, verify:
- [ ] All domains investigated (not just some)
- [ ] Negative claims verified with official docs
- [ ] Multiple sources for critical claims
- [ ] Confidence levels assigned honestly
- [ ] Section names match what plan-phase expects
</quality_gate>
<output>
Write to: .planning/phases/${PHASE}-{slug}/${PHASE}-RESEARCH.md
</output>
Task(
prompt=filled_prompt,
subagent_type="gsd-phase-researcher",
description="Research Phase {phase}"
)
## RESEARCH COMPLETE: Display summary, offer: Plan phase, Dig deeper, Review full, Done.
## CHECKPOINT REACHED: Present to user, get response, spawn continuation.
## RESEARCH INCONCLUSIVE: Show what was attempted, offer: Add context, Try different mode, Manual.
<objective>
Continue research for Phase {phase_number}: {phase_name}
</objective>
<prior_state>
Research file: @.planning/phases/${PHASE}-{slug}/${PHASE}-RESEARCH.md
</prior_state>
<checkpoint_response>
**Type:** {checkpoint_type}
**Response:** {user_response}
</checkpoint_response>
Task(
prompt=continuation_prompt,
subagent_type="gsd-phase-researcher",
description="Continue research Phase {phase}"
)
</process>
<success_criteria>
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