clarify

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Adaptive requirements clarification with auto-depth routing. Shallow (Q&A) for simple tasks, Deep (exploration + DRAFT + PLAN) for complex ones. Escalates automatically when ambiguity persists.

mag123c By mag123c schedule Updated 6/8/2026

name: clarify description: | Adaptive requirements clarification with auto-depth routing. Shallow (Q&A) for simple tasks, Deep (exploration + DRAFT + PLAN) for complex ones. Escalates automatically when ambiguity persists. required_context: - .claude/ai-context/architecture.md - .claude/ai-context/conventions.md allowed-tools: - Read - Grep - Glob - Task - Write - AskUserQuestion

/clarify — Adaptive Requirements Clarification

Chain (MUST)

Previous Current Next
Session start /clarify Present PLAN inline → /implement

Core Model

/clarify → Measure complexity → Clear enough?
                                ├─ Yes → Present PLAN inline → /implement
                                └─ No  → Deeper clarify (explore, analyze, DRAFT...)
                                         → Re-measure → Repeat

Exit condition: "Is this enough info to implement?" — Critical Unknown=0 + remaining items are made visible (Provenance).


Reference Files (load as needed — chaining)

When File
Tagging provenance on key decisions/assumptions / probe decisions references/provenance.md
Pre-PLAN user confirmation references/checkpoint.md
When document authority/reading order is unclear references/doc-roles.md
Full Deep path procedure deep/DEEP.md
PLAN/DRAFT structure (Lite/Full + Clarify Verdict) templates/

Inline essentials only: probe-don't-tag (if cheaply verifiable, measure instead of tagging), PLAN=intent · WRAP/DECISIONS=fact, do not hide inferences. Details in the references above.


Step 0: Route — Complexity Assessment

Measure complexity internally upon receiving request (do not expose to user).

Complexity Signals

Signal LOW HIGH
Request length Short and specific Long or ambiguous
Keywords "add", "fix", "change" "design", "migration", "from scratch"
Uncertainty None "not sure", "how should I"
Impact scope Single file/module Cross-cutting, multiple services
Risk Low (UI, text) High (DB, auth, breaking API)
Existing patterns Clearly exist None or unfamiliar stack
  • LOW → Shallow Path (completed within this file)
  • HIGH → Deep Path (see deep/DEEP.md)
  • Ambiguous → Start Shallow, monitor escalation conditions

Shallow Path (Low Complexity)

Remove ambiguity via quick Q&A, generate minimal specs, and present the PLAN inline.

Execution

  1. Record: Log original request + identify ambiguous parts
  2. Question: AskUserQuestion (specific options, 2-3 rounds)
  3. Escalation Check: Check escalation conditions (see below)
  4. Create DRAFT: Write .dev/specs/{name}/DRAFT.md (minimal version — What, Why, Scope, Success Criteria)
  5. Summary + Create PLAN: Before/After comparison → Write .dev/specs/{name}/PLAN.md
  6. Present PLAN: Present the PLAN inline in the conversation (do NOT enter plan mode), then immediately call /implement. The plan file must be written to .dev/specs/{name}/PLAN.md

Rules

  • No assumptions → Ask questions
  • Clarify to TDD-ready level
  • Target resolution within 3 rounds

Escalation → Deep Path

Switch to Deep Path if any of these are detected:

  • Scope still undefined after 3 rounds of questions
  • New uncertainties keep emerging from user answers
  • Impact scope expanded beyond initial estimate (single → multi-module)
  • Risk indicators found (DB schema, auth, breaking changes)
  • User doesn't know the approach itself ("I don't know how to do this")

On switch: Inform "Scope is more complex than expected. Exploring the codebase first." then follow the process in deep/DEEP.md.


Deep Path

When complexity is HIGH or escalated from Shallow.

See deep/DEEP.md for the full process.

Summary:

  1. Classify intent (7 types) → Determine strategy
  2. 3 parallel exploration agents → Understand codebase
  3. Generate DRAFT → Interview → Continuously update
  4. On user explicit request → Analysis agents → Generate PLAN → Reviewer loop
  5. Present PLAN inline → immediately call /implement (no plan mode entry)

DECISIONS.md Recording (MUST)

Record decisions in .dev/DECISIONS.md before finalizing plan:

Situation Required Record
New feature design Decision background, alternatives, reasoning
Architecture choice Considered options, selection rationale
Trade-offs What was sacrificed and what was gained
## YYYY-MM-DD: {feature-name}
- **Decision**: What was decided
- **Reason**: Why this choice was made
- **Alternatives**: Options considered but not chosen
- **Reference**: .dev/specs/{feature-name}/PLAN.md (if exists)

Plan File Requirements

Plan files must include:

  • Specify implementation via /implement skill
  • Verification method (test execution)
  • Confirmation that .dev/DECISIONS.md recording is complete

Plan File Location: The PLAN must be written to .dev/specs/{name}/PLAN.md.

Important: Plans that do not use /implement will not be approved.


NEXT STEP (Auto-execute)

After presenting the PLAN inline, call /implement immediately. Do NOT enter plan mode; do not ask "Should I implement?".

Install via CLI
npx skills add https://github.com/mag123c/toktrack --skill clarify
Repository Details
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