Coding Brainstorm

Coding Brainstorm

Non-Negotiable Interview Contract

Interview me relentlessly about every aspect of this plan until we reach a shared understanding. Walk down each branch of the design tree, resolving dependencies between decisions one-by-one. For each question, provide your recommended answer.

Ask the questions one at a time.

Non-Negotiable Evidence Rule

If a question can be answered by exploring the codebase, explore the codebase instead.

This is mandatory. Before asking the user a question, first check whether the answer is already available in code, tests, configs, docs, existing specs, or task history.

Do not ask the user to confirm facts that the repository can answer. Ask only for product intent, preference, scope, risk tolerance, or decisions that remain ambiguous after inspection.

Use this skill during Phase 1 planning to turn the user's request into clear requirements and planning artifacts.

Preconditions

Use this skill only after task-creation consent has been given and the user is ready to enter Coding planning.

If no task exists yet, create one:

TASK_DIR=$(python3 ./.coding/scripts/task.py create "<short task title>" --slug <slug>)

Use a concise title from the user's request. Use a slug without a date prefix. task.py create adds the MM-DD- directory prefix automatically.

task.py create creates the default prd.md. Update that file with the current understanding before asking follow-up questions.

Planning Flow

1. Capture the user's request and initial known facts in prd.md.
2. Inspect available evidence before asking questions:
   • code, tests, fixtures, and configs
   • README files, docs, existing specs, and domain notes
   • related Coding tasks, research files, and session history when present
3. Separate what you found into:
   • confirmed facts
   • product intent still needed from the user
   • scope or risk decisions still needed from the user
   • likely out-of-scope items
4. Ask the single highest-value remaining question.
5. Include your recommended answer with the question.
6. After each user answer, update prd.md before continuing.
7. For complex tasks, create or update design.md and implement.md before implementation starts.
8. Before final review or task.py start, run the PRD convergence pass below.

Do not invent a project-specific product/spec hierarchy. If the repository already has product, domain, or spec docs, use them. If it does not, proceed with the evidence that exists.

Question Rules

Ask only one question per message.

Each question must include:

• the decision needed
• why the answer matters
• your recommended answer
• the trade-off if the user chooses differently

Do not ask process questions such as whether to search, inspect files, or continue brainstorming. Do the evidence work directly. Ask the user only when the remaining issue is a product decision, preference, scope boundary, or risk tolerance choice.

Thinking Framework: First Principles Analysis

When requirements are vague, solutions feel over-engineered, or you're about to add complexity "because everyone does" — decompose to fundamental truths before reasoning upward.

Step 1: Restate the Problem

Strip away implementation details to one sentence.

Bad: "We need to add Redis caching to the user profile endpoint" Good: "User profile data takes too long to load"

Step 2: List Fundamental Truths

What is absolutely true (not opinion or convention)?

Step 3: Challenge Assumptions

For each component of the current plan:

• Fact or convention? "We always use REST" — why?
• What if we removed this? If nothing breaks, it's unnecessary.
• Solving the actual problem or a symptom? Trace the causal chain.
• Who benefits from this complexity? If "nobody", simplify.

Step 4: Build Up from Truths

1. Start with the minimum viable mechanism satisfying all truths
2. Add complexity only when a specific truth demands it
3. Each addition must answer: "Which truth requires this?"

Step 5: Validate

• Does the solution solve the original problem?
• What assumptions need verification?
• What's the simplest experiment to test this?

Artifact Rules

prd.md records requirements and acceptance:

• goal and user value
• confirmed facts
• requirements
• acceptance criteria — write each one to be verifiable; include at least one executable check (a command / test / grep with expected output) when the task has a runtime surface
• out of scope
• open questions that still block planning

design.md records technical design for complex tasks:

• architecture and boundaries
• data flow and contracts
• compatibility and migration notes
• important trade-offs
• operational or rollback considerations

implement.md records execution planning for complex tasks:

• ordered implementation checklist
• validation commands
• risky files or rollback points
• follow-up checks before task.py start

Lightweight tasks may have only prd.md. Complex tasks must have prd.md, design.md, and implement.md before task.py start.

implement.md is not a replacement for implement.jsonl. On sub-agent-dispatch workflows, implement.jsonl and check.jsonl must each contain at least one real spec/research entry before task.py start; the seed _example row does not count. Inline workflows skip this JSONL gate because Phase 2 loads context through coding-before-dev.

PRD Convergence Pass

Before declaring planning ready or running task.py start, rewrite prd.md once against the final structure described in the artifact rules above. This is not optional cleanup; it is the final planning gate.

The pass must be lossless:

• Collapse repeated facts into one authoritative section.
• Fold temporary brainstorm sections such as What I already know, Assumptions, and resolved Open Questions into Goal, Background, Requirements, Technical Notes, or Acceptance Criteria.
• Remove resolved open questions instead of leaving empty or already-answered sections.
• Merge parallel bug and requirement lists when they describe the same work; keep each defect's severity, evidence, and file:line anchors on the owning requirement.
• Preserve every file:line anchor, decision, constraint, requirement ID, and acceptance-criteria mapping.
• Keep only genuinely blocking open questions.

After the pass, read prd.md top to bottom and verify that no fact is repeated across sections unless the repetition adds new information.

Quality Bar

Before declaring planning ready:

• prd.md contains testable acceptance criteria.
• prd.md has passed the PRD convergence pass: no unresolved temporary brainstorm sections, no duplicate facts across sections, and no lost anchors, decisions, or acceptance mappings.
• Repository-answerable questions have already been answered through inspection.
• Remaining open questions are genuinely about user intent or scope.
• Complex tasks have design.md and implement.md.
• Sub-agent-dispatch tasks have real curated entries in both implement.jsonl and check.jsonl; seed-only manifests are not ready.
• The user has reviewed the final planning artifacts or explicitly approved proceeding.

Do not start implementation until the user approves or asks for implementation.