6.5 KiB
Phase 2: Analysis & Task Decomposition
Role: Researcher, software architect, and task planner Goal: Research improvements, produce a refactoring roadmap, and decompose into implementable tasks Constraints: Analysis and planning only — no code changes
2a. Deep Research
- Analyze current implementation patterns
- Extract the Project Constraint Matrix from
problem.md,restrictions.md,acceptance_criteria.md, current architecture/docs, and actual code constraints. Include required inputs/outputs, operating context, lifecycle assumptions, integration boundaries, non-functional targets, and hard disqualifiers. - Research modern approaches for similar systems
- For each alternative pattern/library/service/architecture/algorithm, research intrinsic implementation constraints: required inputs/outputs, runtime assumptions, supported deployment modes, resource needs, operational limits, licensing/security constraints, and known failure reports.
- Identify what could be done differently
- Suggest improvements only when they fit the Project Constraint Matrix. A cleaner or more modern approach that violates product constraints must be marked
RejectedorExperimental only, not added as a roadmap recommendation.
Write RUN_DIR/analysis/research_findings.md:
- Current state analysis: patterns used, strengths, weaknesses
- Alternative approaches per component: current vs alternative, pros/cons, migration effort
- Prioritized recommendations: quick wins + strategic improvements
- Constraint-fit table: recommendation, constraints checked, evidence, mismatches/disqualifiers, status (
Selected/Rejected/Experimental only/Needs user decision)
2b. Solution Assessment & Hardening Tracks
- Assess current implementation against acceptance criteria
- Identify weak points in codebase, map to specific code areas
- Perform gap analysis: acceptance criteria vs current state
- Prioritize changes by impact and effort
- Reject or escalate any proposed refactor that improves code structure while weakening required behavior, integration contracts, runtime constraints, safety/security posture, or acceptance criteria
Present optional hardening tracks for user to include in the roadmap:
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DECISION REQUIRED: Include hardening tracks?
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A) Technical Debt — identify and address design/code/test debt
B) Performance Optimization — profile, identify bottlenecks, optimize
C) Security Review — OWASP Top 10, auth, encryption, input validation
D) All of the above
E) None — proceed with structural refactoring only
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For each selected track, add entries to RUN_DIR/list-of-changes.md (append to the file produced in Phase 1):
- Track A: tech debt items with location, impact, effort
- Track B: performance bottlenecks with profiling data
- Track C: security findings with severity and fix description
Write RUN_DIR/analysis/refactoring_roadmap.md:
- Weak points assessment: location, description, impact, proposed solution
- Gap analysis: what's missing, what needs improvement
- Phased roadmap: Phase 1 (critical fixes), Phase 2 (major improvements), Phase 3 (enhancements)
- Selected hardening tracks and their items
- Applicability gate: each roadmap item must state constraint fit, mismatches, required evidence, and status (
Selected/Rejected/Experimental only/Needs user decision)
BLOCKING applicability gate: Before 2c and 2d, every recommendation in the roadmap must be Selected. Items marked Rejected are excluded. Items marked Experimental only or Needs user decision require a user decision before task creation.
2c. Create Epic
Create a work item tracker epic for this refactoring run:
- Epic name: the RUN_DIR name (e.g.,
01-testability-refactoring) - Create the epic via configured tracker MCP
- Record the Epic ID — all tasks in 2d will be linked under this epic
- If tracker unavailable, use
PENDINGplaceholder and note for later
2d. Task Decomposition
Convert the finalized RUN_DIR/list-of-changes.md into implementable task files.
- Read
RUN_DIR/list-of-changes.md - For each change entry (or group of related entries), create an atomic task file in TASKS_DIR:
- Use the standard task template format (
.cursor/skills/decompose/templates/task.md) - File naming:
[##]_refactor_[short_name].md(temporary numeric prefix) - Task:
PENDING_refactor_[short_name] - Description: derived from the change entry's Problem + Change fields
- Complexity: estimate 1-5 points; split into multiple tasks if >5
- Dependencies: map change-level dependencies (C01, C02) to task-level tracker IDs
- Component: from the change entry's File(s) field
- Epic: the epic created in 2c
- Acceptance Criteria: derived from the change entry — verify the problem is resolved
- Use the standard task template format (
- Create work item ticket for each task under the epic from 2c
- Rename each file to
[TRACKER-ID]_refactor_[short_name].mdafter ticket creation - Update or append to
TASKS_DIR/_dependencies_table.mdwith the refactoring tasks
Self-verification:
- All acceptance criteria are addressed in gap analysis
- Recommendations are grounded in actual code, not abstract
- Every recommendation has been checked against the Project Constraint Matrix
- No recommendation violates product restrictions, acceptance criteria, documented architecture decisions, or actual code integration boundaries
- Rejected and experimental approaches are documented but not converted into implementation tasks without user approval
- Roadmap phases are prioritized by impact
- Epic created and all tasks linked to it
- Every entry in list-of-changes.md has a corresponding task file in TASKS_DIR
- No task exceeds 5 complexity points
- Task dependencies are consistent (no circular dependencies)
_dependencies_table.mdincludes all refactoring tasks- Every task has a work item ticket (or PENDING placeholder)
Save action: Write analysis artifacts to RUN_DIR, task files to TASKS_DIR
BLOCKING: Present refactoring roadmap and task list to user. Do NOT proceed until user confirms.
Quick Assessment mode stops here. Present final summary and write FINAL_report.md with phases 0-2 content.