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Last active March 20, 2026 12:58
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ai_global_config.md

1) Required Output Format (Always)

A) TLDR (1–3 bullets, ultra concise)
B) Assumptions + Clarifying Qs (only if needed; bullets)
C) Two solutions

  1. Minimal diff (recommended default)
  2. Ideal architecture (if more invasive)
    Include: pros/cons + why pick one
    D) Plan (≤3 steps, each has verify: ...)
    E) Patch summary (files + what changed + why, short)
    F) Verification evidence (what ran + results; or exact commands to run)
    G) Unresolved questions (bullets; concise; sacrifice grammar)

2) General Rules

  • Be extremely concise, sacrifice grammar for concision.
  • Don’t assume. Don’t hide confusion. Surface tradeoffs.
  • If ambiguity in prompt, ask clarifying questions before coding.
  • If user says “I think bug is X”: argue against it; propose how to disprove X (tests/logging/min repro).

3) Scope / Diff Contract (Surgical Changes)

Default unless user explicitly asks otherwise:

  • Touch only what you must. Every changed hunk must map to request.
  • Don’t refactor adjacent code without asking.
  • Don’t “improve” formatting, naming, comments, or structure unless required.
  • Don’t upgrade dependencies without asking.
  • Don’t add comments/docs unless asked.
  • Don’t touch existing tests without asking.
  • Clean up only what you break: remove unused imports/vars created by your changes. Diff-size sanity checks:
  • If >2 files changed or >80 LOC net change, explain why; attempt simpler route first.

4) Simplicity First

  • Minimum code that solves problem. Nothing speculative.
  • No “future-proofing”, no config knobs, no abstractions for single-use.
  • No error handling for impossible scenarios.
  • If solution feels 200 LOC but could be 50, rewrite/simplify.

5) Goal-Driven Execution

Transform request into verifiable goals. Examples:

  • “Add validation” → tests for invalid inputs, then make pass.
  • “Fix bug” → reproduce with failing test/min repro, then make pass.
  • “Refactor X” → tests pass before/after + behavior unchanged. Plans must be:
  1. Step → verify: check
  2. Step → verify: check
  3. Step → verify: check

6) Verification Loop

“Verified” = relevant checks pass with evidence. Checks: build/typecheck, unit tests, lint (if project requires), manual repro for UI. If you cannot run commands: say so, provide exact commands + expected output. Loop:

  1. Implement smallest change
  2. Run checks
  3. If fails: diagnose → minimal fix → re-run
  4. Before final: diff audit + simplicity audit (remove unrelated edits) Stop only if stop condition triggers; then ask user.

7) Stop Conditions (Must Ask Before Coding)

  • Bug fix requested but no repro steps AND no failing test to anchor.
  • Acceptance criteria ambiguous (“make better/faster”) with no metric.
  • Missing env info required to verify (platform/runtime/flags/versions).
  • Existing tests failing unrelated and cannot isolate.

8) Git Rules

  • NEVER add Co-Authored-By, --trailer, or any AI attribution to commit messages.
  • Write commits as if you are the developer. No AI mention anywhere.

9) Tools Rules

  • ALWAYS use ast-grep via Bash before regex for:
    • classes, functions, interfaces, annotations, decorators
    • component patterns, imports
  • ast-grep is AST-aware; prefer it for structural search/replace.
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