docs(14): create researcher agent phase plans
Phase 14: Dedicated Researcher Agent - 3 plans in 2 waves - Wave 1: 14-01 (agent creation) - Wave 2: 14-02, 14-03 (parallel orchestrator refactoring) - Ready for execution Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
@@ -233,7 +233,16 @@ Created gsd-debugger agent with scientific method, hypothesis testing, 7+ invest
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**Goal:** Create `gsd-researcher` agent with research methodology baked in, refactor research commands to spawn specialized agents
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**Depends on:** Phase 13
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**Research:** Unlikely (applying same agent pattern to research workflows)
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**Plans:** TBD
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**Plans:** 3 plans
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Plans:
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- [ ] 14-01: Create gsd-researcher agent - Consolidate research expertise (~800-1000 lines)
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- [ ] 14-02: Refactor /gsd:research-phase - Thin orchestrator, deprecate workflow
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- [ ] 14-03: Refactor /gsd:research-project - Parallel agent spawning, deprecate workflow
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**Wave structure:**
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- Wave 1: 14-01 (foundation)
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- Wave 2: 14-02, 14-03 (parallel - both depend only on 14-01)
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Components:
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- Create `agents/gsd-researcher.md` with research expertise
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207
.planning/phases/14-dedicated-researcher-agent/14-01-PLAN.md
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207
.planning/phases/14-dedicated-researcher-agent/14-01-PLAN.md
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@@ -0,0 +1,207 @@
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---
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phase: 14-dedicated-researcher-agent
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plan: 01
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type: execute
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wave: 1
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depends_on: []
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files_modified: [agents/gsd-researcher.md]
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autonomous: true
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must_haves:
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truths:
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- "gsd-researcher agent file exists with complete research methodology"
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- "Agent covers all 4 research modes: ecosystem, feasibility, implementation, comparison"
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- "Agent includes tool strategy (when to use Context7 vs WebSearch vs WebFetch)"
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- "Agent includes source hierarchy and verification requirements"
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artifacts:
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- path: "agents/gsd-researcher.md"
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provides: "Complete research expertise in single agent file"
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min_lines: 600
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contains: "research_modes"
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key_links:
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- from: "agents/gsd-researcher.md"
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to: "research commands"
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via: "spawned by orchestrator"
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pattern: "spawned by.*research"
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---
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<objective>
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Create gsd-researcher agent with all research expertise baked in.
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Purpose: Consolidate ~1,200 lines of research methodology (research-phase.md workflow, research-project.md workflow, research-pitfalls.md, research.md template) into a single agent file following the thin orchestrator pattern established in Phase 13.
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Output: `agents/gsd-researcher.md` (~800-1000 lines) containing complete research methodology that orchestrators can spawn.
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</objective>
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<execution_context>
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@~/.claude/get-shit-done/workflows/execute-plan.md
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@~/.claude/get-shit-done/templates/summary.md
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</execution_context>
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<context>
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@.planning/PROJECT.md
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@.planning/ROADMAP.md
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@.planning/STATE.md
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Source material to consolidate:
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@get-shit-done/workflows/research-phase.md
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@get-shit-done/workflows/research-project.md
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@get-shit-done/references/research-pitfalls.md
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@get-shit-done/templates/research.md
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Pattern reference (Phase 13 agent):
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@agents/gsd-debugger.md (first 150 lines for structure pattern)
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</context>
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<tasks>
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<task type="auto">
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<name>Task 1: Create gsd-researcher agent file</name>
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<files>agents/gsd-researcher.md</files>
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<action>
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Create agents/gsd-researcher.md following the gsd-debugger pattern with these sections:
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**Frontmatter:**
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```yaml
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---
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name: gsd-researcher
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description: Conducts comprehensive research using systematic methodology, source verification, and structured output. Spawned by /gsd:research-phase and /gsd:research-project orchestrators.
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tools: Read, Write, Bash, Grep, Glob, WebSearch, WebFetch, mcp__context7__*
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color: cyan
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---
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```
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**Core sections to include:**
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1. `<role>` - Research agent identity, what spawns it, core responsibilities
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2. `<philosophy>` - Research principles:
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- Source hierarchy (Context7 > Official docs > WebSearch)
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- Verification requirements (cross-reference, confidence levels)
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- Treating Claude's training as hypothesis not fact
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- Honest reporting of gaps and unknowns
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3. `<research_modes>` - Four research modes with clear triggers:
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- `ecosystem` — Survey landscape (tools, approaches, prior art)
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- `feasibility` — Can we do X? What are blockers?
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- `implementation` — How specifically to implement X?
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- `comparison` — Compare options A vs B vs C
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4. `<tool_strategy>` - When to use each research tool:
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- Context7: First for any library/framework (authoritative, current)
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- Official docs via WebFetch: When Context7 lacks coverage
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- WebSearch: Ecosystem discovery, community patterns, pitfalls
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- Verification protocol: WebSearch findings must be cross-verified
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5. `<source_hierarchy>` - Source prioritization:
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- HIGH confidence: Context7, official documentation
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- MEDIUM confidence: WebSearch verified with official source
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- LOW confidence: WebSearch only (flagged for validation)
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6. `<verification_protocol>` - From research-pitfalls.md:
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- All known pitfalls (config scope, deprecated features, tool variations, negative claims, etc.)
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- Red flags to watch for
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- Quick reference checklist
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7. `<output_formats>` - Templates for research outputs:
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- Phase research (RESEARCH.md structure)
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- Project research (SUMMARY.md, STACK.md, etc.)
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- Comparison matrices
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- Feasibility assessments
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8. `<execution_flow>` - How the agent operates:
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- Receive research question/scope from orchestrator
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- Identify research domains
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- Execute research protocol
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- Verify findings
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- Write output file(s)
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- Return structured result
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9. `<structured_returns>` - Return format to orchestrator:
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- Research complete with findings summary
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- Confidence assessment
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- Files created
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- Open questions/gaps
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10. `<success_criteria>` - When research is complete
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Target: 800-1000 lines (consolidation from ~1,200 source lines with 20-30% reduction while preserving all critical concepts)
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</action>
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<verify>
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Verify file exists and has required sections:
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```bash
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wc -l agents/gsd-researcher.md
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grep -c "research_modes\|tool_strategy\|source_hierarchy\|verification_protocol\|output_formats" agents/gsd-researcher.md
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```
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Expected: 600-1000 lines, 5+ section matches
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</verify>
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<done>agents/gsd-researcher.md exists with all 10 required sections, 600-1000 lines</done>
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</task>
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<task type="auto">
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<name>Task 2: Verify agent completeness</name>
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<files>agents/gsd-researcher.md</files>
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<action>
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Read the created agent file and verify:
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1. **All research modes documented:**
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- ecosystem mode has clear scope and output
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- feasibility mode has clear scope and output
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- implementation mode has clear scope and output
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- comparison mode has clear scope and output
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2. **Tool strategy is actionable:**
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- Context7 usage is explicit (resolve-library-id, query-docs)
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- WebFetch patterns for official docs
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- WebSearch query templates with {current_year}
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- Verification requirements are clear
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3. **Pitfalls are preserved:**
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- All pitfalls from research-pitfalls.md included
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- Red flags section present
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- Quick reference checklist included
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4. **Output formats match templates:**
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- RESEARCH.md structure matches research.md template
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- Project research structure matches research-project templates
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5. **No critical concepts lost:**
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- Source hierarchy preserved
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- Confidence levels system preserved
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- Cross-verification requirements preserved
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If any gaps found, edit to add missing content.
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</action>
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<verify>
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All 4 research modes documented:
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```bash
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grep -E "ecosystem|feasibility|implementation|comparison" agents/gsd-researcher.md | wc -l
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```
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Expected: 4+ matches (mode definitions plus references)
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</verify>
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<done>Agent contains all 4 research modes, complete tool strategy, all pitfalls, and output formats</done>
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</task>
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</tasks>
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<verification>
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Before declaring plan complete:
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- [ ] agents/gsd-researcher.md exists
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- [ ] File is 600-1000 lines (consolidated from ~1,200)
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- [ ] All 10 required sections present
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- [ ] 4 research modes defined with triggers and outputs
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- [ ] Tool strategy section is actionable
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- [ ] Verification protocol includes all pitfalls
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- [ ] Output formats match existing templates
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</verification>
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<success_criteria>
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- All tasks completed
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- Agent file follows gsd-debugger pattern
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- Research methodology consolidated without concept loss
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- Ready for orchestrator integration (Plan 14-02)
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</success_criteria>
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<output>
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After completion, create `.planning/phases/14-dedicated-researcher-agent/14-01-SUMMARY.md`
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</output>
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233
.planning/phases/14-dedicated-researcher-agent/14-02-PLAN.md
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233
.planning/phases/14-dedicated-researcher-agent/14-02-PLAN.md
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@@ -0,0 +1,233 @@
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---
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phase: 14-dedicated-researcher-agent
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plan: 02
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type: execute
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wave: 2
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depends_on: ["14-01"]
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files_modified: [commands/gsd/research-phase.md, get-shit-done/workflows/research-phase.md, get-shit-done/templates/research-subagent-prompt.md]
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autonomous: true
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must_haves:
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truths:
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- "/gsd:research-phase spawns gsd-researcher agent"
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- "Command is <200 lines (thin orchestrator)"
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- "Workflow file has deprecation notice pointing to agent"
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artifacts:
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- path: "commands/gsd/research-phase.md"
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provides: "Thin orchestrator that spawns researcher agent"
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min_lines: 80
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contains: "gsd-researcher"
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- path: "get-shit-done/workflows/research-phase.md"
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provides: "Deprecation notice"
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contains: "DEPRECATED"
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key_links:
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- from: "commands/gsd/research-phase.md"
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to: "agents/gsd-researcher.md"
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via: "Task tool spawn"
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pattern: "subagent_type.*gsd-researcher"
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---
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<objective>
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Refactor /gsd:research-phase to thin orchestrator that spawns gsd-researcher agent.
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Purpose: Apply the thin orchestrator pattern from Phase 13 — command handles argument parsing and context gathering, all research expertise lives in the agent. Reduces main context from ~450+ lines to ~150 lines.
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Output: Refactored command (~150 lines), deprecated workflow, simplified subagent prompt template.
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</objective>
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<execution_context>
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@~/.claude/get-shit-done/workflows/execute-plan.md
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@~/.claude/get-shit-done/templates/summary.md
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</execution_context>
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<context>
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@.planning/PROJECT.md
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@.planning/ROADMAP.md
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@.planning/STATE.md
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Files to refactor:
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@commands/gsd/research-phase.md
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@get-shit-done/workflows/research-phase.md
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Pattern reference (Phase 13 thin orchestrator):
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@commands/gsd/debug.md
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@.planning/phases/13-debug-agent/13-02-SUMMARY.md
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</context>
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<tasks>
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<task type="auto">
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<name>Task 1: Refactor /gsd:research-phase to thin orchestrator</name>
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<files>commands/gsd/research-phase.md</files>
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<action>
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Rewrite commands/gsd/research-phase.md as thin orchestrator following the debug.md pattern:
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**Keep in orchestrator (low context cost, user interaction):**
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- Argument parsing (phase number)
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- Validation (phase exists in roadmap)
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- Checking for existing RESEARCH.md
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- Gathering phase context (roadmap description, requirements)
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- Spawning the researcher agent with context
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- Presenting results to user
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- Offering next steps
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**Delegate to agent (burns context during research):**
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- All research methodology
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- Tool strategy (Context7, WebSearch, etc.)
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- Source verification
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- Output generation
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**Structure:**
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```markdown
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---
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name: gsd:research-phase
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description: Research how to implement a phase before planning
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argument-hint: "[phase]"
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allowed-tools:
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- Read
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- Bash
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- Task
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---
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<objective>
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Research how to implement a phase. Spawns gsd-researcher agent with phase context.
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</objective>
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<process>
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1. Parse phase argument
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2. Validate phase exists in roadmap
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3. Check for existing RESEARCH.md
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4. Gather phase context (description, requirements, constraints)
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5. Spawn gsd-researcher agent with research question
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6. Present results and offer next steps
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</process>
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<spawn_researcher>
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Task(
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prompt="Research implementation approach for phase {phase}...",
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subagent_type="gsd-researcher"
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)
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</spawn_researcher>
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```
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Target: ~150 lines (down from ~84 lines command + ~450 lines workflow)
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</action>
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<verify>
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```bash
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wc -l commands/gsd/research-phase.md
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grep -c "gsd-researcher\|Task\|subagent_type" commands/gsd/research-phase.md
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```
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Expected: <200 lines, 3+ spawning references
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</verify>
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<done>commands/gsd/research-phase.md is thin orchestrator <200 lines, spawns gsd-researcher</done>
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</task>
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<task type="auto">
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<name>Task 2: Deprecate workflows/research-phase.md</name>
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<files>get-shit-done/workflows/research-phase.md</files>
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<action>
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Replace workflows/research-phase.md with deprecation notice following Phase 13 pattern:
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```markdown
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# Research Phase Workflow
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## ⚠️ DEPRECATED
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**This workflow has been consolidated into the gsd-researcher agent.**
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The research methodology, tool strategy, and verification protocols now live in:
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- `agents/gsd-researcher.md`
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The `/gsd:research-phase` command spawns the gsd-researcher agent directly.
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**Migration:** No action needed — the command handles this automatically.
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---
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*Deprecated: 2026-01-XX*
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*Replaced by: agents/gsd-researcher.md*
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```
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Keep file (don't delete) for git history traceability.
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</action>
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<verify>
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```bash
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head -20 get-shit-done/workflows/research-phase.md
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```
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Should show DEPRECATED notice
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</verify>
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<done>workflows/research-phase.md has deprecation notice pointing to agent</done>
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</task>
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<task type="auto">
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<name>Task 3: Create research-subagent-prompt.md template</name>
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<files>get-shit-done/templates/research-subagent-prompt.md</files>
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<action>
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Create a simple context-passing template for spawning the researcher agent:
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```markdown
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# Research Subagent Prompt Template
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Template for spawning gsd-researcher agent from orchestrators.
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## Template
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```
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<objective>
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Research: {research_question}
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Mode: {research_mode} (ecosystem | feasibility | implementation | comparison)
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</objective>
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<context>
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Phase: {phase_number} - {phase_name}
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Description: {phase_description}
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Requirements:
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{phase_requirements}
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Constraints:
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{constraints_from_state}
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</context>
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<output>
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Write research findings to: {output_path}
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Use RESEARCH.md template structure for phase research.
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</output>
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```
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**Note:** Research methodology, tool strategy, and verification protocols are baked into the gsd-researcher agent. This template only passes context.
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```
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Target: ~60 lines (context-only, agent has expertise)
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</action>
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<verify>
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```bash
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wc -l get-shit-done/templates/research-subagent-prompt.md
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```
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Expected: <100 lines
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</verify>
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<done>research-subagent-prompt.md template created, context-only (~60 lines)</done>
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</task>
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|
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</tasks>
|
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|
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<verification>
|
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Before declaring plan complete:
|
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- [ ] commands/gsd/research-phase.md is <200 lines
|
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- [ ] Command spawns gsd-researcher agent via Task tool
|
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- [ ] workflows/research-phase.md has deprecation notice
|
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- [ ] research-subagent-prompt.md template exists
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- [ ] Template is context-only (no methodology duplication)
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</verification>
|
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|
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<success_criteria>
|
||||
- All tasks completed
|
||||
- Thin orchestrator pattern applied
|
||||
- Main context reduced from ~530 lines to ~150 lines
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||||
- Workflow deprecated with clear redirect
|
||||
</success_criteria>
|
||||
|
||||
<output>
|
||||
After completion, create `.planning/phases/14-dedicated-researcher-agent/14-02-SUMMARY.md`
|
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</output>
|
||||
233
.planning/phases/14-dedicated-researcher-agent/14-03-PLAN.md
Normal file
233
.planning/phases/14-dedicated-researcher-agent/14-03-PLAN.md
Normal file
@@ -0,0 +1,233 @@
|
||||
---
|
||||
phase: 14-dedicated-researcher-agent
|
||||
plan: 03
|
||||
type: execute
|
||||
wave: 2
|
||||
depends_on: ["14-01"]
|
||||
files_modified: [commands/gsd/research-project.md, get-shit-done/workflows/research-project.md]
|
||||
autonomous: true
|
||||
|
||||
must_haves:
|
||||
truths:
|
||||
- "/gsd:research-project spawns parallel gsd-researcher agents"
|
||||
- "Command is <200 lines (thin orchestrator)"
|
||||
- "Workflow file has deprecation notice pointing to agent"
|
||||
- "4 parallel agents for stack, features, architecture, pitfalls"
|
||||
artifacts:
|
||||
- path: "commands/gsd/research-project.md"
|
||||
provides: "Thin orchestrator that spawns parallel researcher agents"
|
||||
min_lines: 100
|
||||
contains: "gsd-researcher"
|
||||
- path: "get-shit-done/workflows/research-project.md"
|
||||
provides: "Deprecation notice"
|
||||
contains: "DEPRECATED"
|
||||
key_links:
|
||||
- from: "commands/gsd/research-project.md"
|
||||
to: "agents/gsd-researcher.md"
|
||||
via: "Parallel Task tool spawns"
|
||||
pattern: "subagent_type.*gsd-researcher"
|
||||
---
|
||||
|
||||
<objective>
|
||||
Refactor /gsd:research-project to spawn parallel gsd-researcher agents.
|
||||
|
||||
Purpose: Apply thin orchestrator pattern — command handles project analysis and spawns 4 parallel researcher agents (stack, features, architecture, pitfalls). Each agent writes its own file, orchestrator synthesizes SUMMARY.md.
|
||||
|
||||
Output: Refactored command (~180 lines), deprecated workflow.
|
||||
</objective>
|
||||
|
||||
<execution_context>
|
||||
@~/.claude/get-shit-done/workflows/execute-plan.md
|
||||
@~/.claude/get-shit-done/templates/summary.md
|
||||
</execution_context>
|
||||
|
||||
<context>
|
||||
@.planning/PROJECT.md
|
||||
@.planning/ROADMAP.md
|
||||
@.planning/STATE.md
|
||||
|
||||
Files to refactor:
|
||||
@commands/gsd/research-project.md
|
||||
@get-shit-done/workflows/research-project.md
|
||||
|
||||
Pattern reference:
|
||||
@commands/gsd/debug.md (thin orchestrator pattern)
|
||||
@.planning/phases/13-debug-agent/13-02-SUMMARY.md
|
||||
</context>
|
||||
|
||||
<tasks>
|
||||
|
||||
<task type="auto">
|
||||
<name>Task 1: Refactor /gsd:research-project to thin orchestrator</name>
|
||||
<files>commands/gsd/research-project.md</files>
|
||||
<action>
|
||||
Rewrite commands/gsd/research-project.md as thin orchestrator:
|
||||
|
||||
**Keep in orchestrator:**
|
||||
- PROJECT.md validation
|
||||
- Domain analysis from PROJECT.md
|
||||
- Research question generation
|
||||
- Spawning 4 parallel researcher agents
|
||||
- Waiting for all agents to complete
|
||||
- Synthesizing SUMMARY.md from agent outputs
|
||||
- Offering next steps
|
||||
|
||||
**Delegate to agents (each writes its own file):**
|
||||
- Stack research → .planning/research/STACK.md
|
||||
- Features research → .planning/research/FEATURES.md
|
||||
- Architecture research → .planning/research/ARCHITECTURE.md
|
||||
- Pitfalls research → .planning/research/PITFALLS.md
|
||||
|
||||
**Structure:**
|
||||
```markdown
|
||||
---
|
||||
name: gsd:research-project
|
||||
description: Research domain ecosystem before creating roadmap
|
||||
allowed-tools:
|
||||
- Read
|
||||
- Write
|
||||
- Bash
|
||||
- Task
|
||||
---
|
||||
|
||||
<objective>
|
||||
Research domain ecosystem. Spawns 4 parallel gsd-researcher agents for comprehensive coverage.
|
||||
</objective>
|
||||
|
||||
<process>
|
||||
1. Validate PROJECT.md exists
|
||||
2. Analyze project to determine domain
|
||||
3. Generate research questions (stack, features, architecture, pitfalls)
|
||||
4. Create .planning/research/ directory
|
||||
5. Spawn 4 gsd-researcher agents in parallel (each writes its own file)
|
||||
6. Wait for all to complete
|
||||
7. Synthesize SUMMARY.md from agent outputs
|
||||
8. Commit research
|
||||
9. Offer next steps
|
||||
</process>
|
||||
|
||||
<spawn_agents>
|
||||
Spawn all 4 in parallel with single message containing multiple Task calls:
|
||||
|
||||
Task(prompt="Research stack for {domain}...", subagent_type="gsd-researcher")
|
||||
Task(prompt="Research features for {domain}...", subagent_type="gsd-researcher")
|
||||
Task(prompt="Research architecture for {domain}...", subagent_type="gsd-researcher")
|
||||
Task(prompt="Research pitfalls for {domain}...", subagent_type="gsd-researcher")
|
||||
</spawn_agents>
|
||||
```
|
||||
|
||||
Target: ~180 lines (down from ~138 lines command + ~430 lines workflow)
|
||||
</action>
|
||||
<verify>
|
||||
```bash
|
||||
wc -l commands/gsd/research-project.md
|
||||
grep -c "gsd-researcher\|Task\|parallel" commands/gsd/research-project.md
|
||||
```
|
||||
Expected: <200 lines, 4+ spawning references
|
||||
</verify>
|
||||
<done>commands/gsd/research-project.md is thin orchestrator <200 lines, spawns 4 parallel agents</done>
|
||||
</task>
|
||||
|
||||
<task type="auto">
|
||||
<name>Task 2: Deprecate workflows/research-project.md</name>
|
||||
<files>get-shit-done/workflows/research-project.md</files>
|
||||
<action>
|
||||
Replace workflows/research-project.md with deprecation notice:
|
||||
|
||||
```markdown
|
||||
# Research Project Workflow
|
||||
|
||||
## ⚠️ DEPRECATED
|
||||
|
||||
**This workflow has been consolidated into the gsd-researcher agent.**
|
||||
|
||||
The research methodology for project research now lives in:
|
||||
- `agents/gsd-researcher.md`
|
||||
|
||||
The `/gsd:research-project` command spawns 4 parallel gsd-researcher agents:
|
||||
- Stack agent → .planning/research/STACK.md
|
||||
- Features agent → .planning/research/FEATURES.md
|
||||
- Architecture agent → .planning/research/ARCHITECTURE.md
|
||||
- Pitfalls agent → .planning/research/PITFALLS.md
|
||||
|
||||
The orchestrator synthesizes SUMMARY.md after all agents complete.
|
||||
|
||||
**Migration:** No action needed — the command handles this automatically.
|
||||
|
||||
---
|
||||
|
||||
*Deprecated: 2026-01-XX*
|
||||
*Replaced by: agents/gsd-researcher.md*
|
||||
```
|
||||
|
||||
Keep file for git history.
|
||||
</action>
|
||||
<verify>
|
||||
```bash
|
||||
head -25 get-shit-done/workflows/research-project.md
|
||||
```
|
||||
Should show DEPRECATED notice
|
||||
</verify>
|
||||
<done>workflows/research-project.md has deprecation notice pointing to agent</done>
|
||||
</task>
|
||||
|
||||
<task type="auto">
|
||||
<name>Task 3: Deprecate research-pitfalls.md reference</name>
|
||||
<files>get-shit-done/references/research-pitfalls.md</files>
|
||||
<action>
|
||||
Add deprecation notice to top of research-pitfalls.md (keeping content for reference):
|
||||
|
||||
```markdown
|
||||
# Research Pitfalls Reference
|
||||
|
||||
## ⚠️ DEPRECATED
|
||||
|
||||
**This reference has been consolidated into the gsd-researcher agent.**
|
||||
|
||||
The verification protocols and pitfall patterns now live in:
|
||||
- `agents/gsd-researcher.md` (section: `<verification_protocol>`)
|
||||
|
||||
The content below is preserved for reference but is no longer the primary source.
|
||||
|
||||
---
|
||||
|
||||
*Deprecated: 2026-01-XX*
|
||||
*Replaced by: agents/gsd-researcher.md*
|
||||
|
||||
---
|
||||
|
||||
[existing content follows]
|
||||
```
|
||||
|
||||
Keep full content below the notice for reference.
|
||||
</action>
|
||||
<verify>
|
||||
```bash
|
||||
head -20 get-shit-done/references/research-pitfalls.md
|
||||
```
|
||||
Should show DEPRECATED notice with pointer to agent
|
||||
</verify>
|
||||
<done>research-pitfalls.md has deprecation notice pointing to agent</done>
|
||||
</task>
|
||||
|
||||
</tasks>
|
||||
|
||||
<verification>
|
||||
Before declaring plan complete:
|
||||
- [ ] commands/gsd/research-project.md is <200 lines
|
||||
- [ ] Command spawns 4 parallel gsd-researcher agents
|
||||
- [ ] workflows/research-project.md has deprecation notice
|
||||
- [ ] research-pitfalls.md has deprecation notice
|
||||
- [ ] All deprecation notices point to agents/gsd-researcher.md
|
||||
</verification>
|
||||
|
||||
<success_criteria>
|
||||
- All tasks completed
|
||||
- Parallel agent spawning pattern documented
|
||||
- Main context reduced significantly
|
||||
- All deprecated files point to new agent location
|
||||
</success_criteria>
|
||||
|
||||
<output>
|
||||
After completion, create `.planning/phases/14-dedicated-researcher-agent/14-03-SUMMARY.md`
|
||||
</output>
|
||||
Reference in New Issue
Block a user