asw-cleanup

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Remove AI-looking clutter and temporary artifacts without changing behavior.

wjgoarxiv By wjgoarxiv schedule Updated 6/4/2026

name: asw-cleanup description: Remove AI-looking clutter and temporary artifacts without changing behavior.

Antigravity Swarm Cleanup

Use this skill when a file looks generated, noisy, or over-defensive.

  • Work on one file at a time unless the user asks for a broader sweep.
  • Preserve behavior unless the cleanup request explicitly includes behavior change.
  • Remove redundant comments, dead branches, stale compatibility exports, unused helpers, and debug output.
  • Keep validation at real boundaries: user input, network, filesystem, subprocesses, and external APIs.
  • Stop when cleanup would require guessing about product intent.

Cleanup Order

  1. Remove internal notes, stale TODOs, and generated-looking prose.
  2. Delete dead imports, unused helpers, and unreachable branches.
  3. Collapse needless wrappers only when call sites remain clear.
  4. Simplify defensive checks that cannot be reached from a real boundary.
  5. Re-run the smallest relevant test after each risky file.

Preserve

  • Compatibility that is still documented and tested.
  • Comments that explain non-obvious behavior.
  • Explicit validation at external boundaries.
  • User-facing copy that carries product tone.
  • Changelog, license, and attribution text that is intentionally public.

Detection Criteria

Look for specific clutter, not vibes:

Obvious Comments

Remove comments that restate the code, section dividers that add no navigation, stale notes, commented-out code, and generic TODOs with no owner or reason.

Keep:

  • comments explaining why,
  • edge-case notes,
  • ticket or issue references,
  • regex or algorithm explanation,
  • Given / When / Then test markers.

Over-Defensive Code

Consider simplifying:

  • null checks after required parsing,
  • broad catches around code that should fail loudly,
  • duplicate validation inside trusted paths,
  • compatibility branches for versions no longer supported,
  • default values for required fields,
  • wrappers that only hide errors.

Keep:

  • user input validation,
  • network and filesystem error handling,
  • subprocess error handling,
  • package/config boundary validation,
  • top-level CLI error reporting.

Spaghetti Nesting

Flag:

  • deeply nested conditionals,
  • nested ternaries,
  • boolean expressions with many unrelated predicates,
  • long functions that mix parse, IO, compute, render, and write,
  • variant chains that should be exhaustive handling.

Prefer:

  • guard clauses,
  • small pure helpers,
  • structured variants,
  • named predicates only when they clarify domain meaning.

Dead Or Temporary Code

Remove:

  • debug prints,
  • unused imports,
  • unreachable branches,
  • stale feature flags,
  • local probe scripts,
  • copied output transcripts in source,
  • temporary files from QA.

Needless Abstraction

Remove only when safe:

  • pass-through wrappers,
  • single-use helpers that obscure behavior,
  • speculative interfaces,
  • factories that only call constructors,
  • config indirection with one value.

Keep abstractions that create a real boundary for testing, platform integration, package layout, or user configuration.

Deep Consideration

Before editing, ask:

  1. What behavior does this code protect?
  2. Is the behavior covered?
  3. Is this clutter or an intentional compatibility path?
  4. Is the code at a boundary?
  5. Would removing it change errors, logs, package output, or docs?
  6. Can I prove the cleanup is safe with a narrow check?

If the answer is uncertain, skip and report. The default action is preserve, not guess.

Detailed Report

For each file:

Cleanup Report: <file>
Scope:
Behavior lock:
Removed:
- category:
- before:
- after:
- why safe:
Preserved:
- item:
- reason:
Checks:
Residual risk:

Do not summarize cleanup as "tidied code". Say what category was removed and why behavior stayed the same.

Safety Rules

  • Preserve public APIs.
  • Preserve documented aliases.
  • Preserve config paths.
  • Preserve package contents unless package cleanup is the task.
  • Preserve validation at boundaries.
  • Preserve meaningful error messages.
  • Preserve tests that describe behavior.
  • Preserve generated assets unless regenerated through the real generator.
  • Run the smallest relevant check after risky cleanup.
  • Run package or plugin validation when cleanup touches shipped files.

Never:

  • remove code because it "looks AI-generated",
  • collapse behavior into clever one-liners,
  • delete comments explaining why,
  • remove fallback behavior without version evidence,
  • edit unrelated files during cleanup,
  • use cleanup as a hidden refactor,
  • use cleanup as a hidden feature change.

When No Clutter Is Found

Report that clearly:

Cleanup Report: <file>
Result: No cleanup applied.
Inspected:
- comments:
- defensive checks:
- nesting:
- dead code:
- abstractions:
Reason:
Checks:

No-op cleanup is valid when the code is already purposeful.

Install via CLI
npx skills add https://github.com/wjgoarxiv/antigravity-swarm --skill asw-cleanup
Repository Details
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