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code-simplify

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SKILL.md
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Code Simplify

Objective

Simplify code while preserving behavior, public contracts, and side effects. Favor explicit code and local clarity over clever or compressed constructs.

Scope Resolution

  1. Verify repository context: git rev-parse --git-dir. If this fails, stop and tell the user to run from a git repository.
  2. If user provides file paths/patterns or a commit/range, scope is exactly those targets.
  3. Otherwise, scope is only session-modified files. Do not include other uncommitted changes.
  4. If there are no session-modified files, fall back to all uncommitted tracked + untracked files:
    • tracked: git diff --name-only --diff-filter=ACMR
    • untracked: git ls-files --others --exclude-standard
    • combine both lists and de-duplicate.
  5. Exclude generated/low-signal files unless requested: lockfiles, minified bundles, build outputs, vendored code.
  6. If scope still resolves to zero files, report and stop.

Operating Rules

  • Preserve runtime behavior exactly. Keep inputs, outputs, side effects, and error behavior stable.
  • Prefer project conventions over personal preferences. Infer conventions from existing code, linters, formatters, and tests.
  • Limit scope to user-requested files or recently modified code unless explicitly asked to broaden.
  • Make small, reversible edits. Avoid broad rewrites when targeted simplifications solve the problem.
  • Call out uncertainty immediately when behavior may change.

Workflow

1) Determine Scope

  • Resolve target files using the "Scope Resolution" section above.

2) Build a Behavior Baseline

  • Read surrounding context, not only changed lines.
  • Identify invariants that must not change:
    • function signatures and exported APIs
    • state transitions and side effects
    • persistence/network behavior
    • user-facing messages and error semantics where externally relied on
  • Note available verification commands (lint, tests, typecheck).

3) Apply Simplification Passes (in this order)

  1. Control flow:
    • Flatten deep nesting with guard clauses and early returns.
    • Replace nested ternaries with clearer conditionals.
  2. Naming and intent:
    • Rename ambiguous identifiers when local context supports safe renaming.
    • Separate mixed concerns into small helpers with intent-revealing names.
  3. Duplication:
    • Remove obvious duplication.
    • Abstract only when at least two real call sites benefit and the abstraction reduces cognitive load.
  4. Data shaping:
    • Break dense transform chains into named intermediate steps when readability improves.
    • Keep hot-path performance characteristics stable unless improvement is explicit and measured.
  5. Type and contract clarity:
    • Add or tighten type annotations when they improve readability and safety without forcing broad churn.
    • Preserve external interfaces unless asked to change them.

4) Enforce Safety Constraints

  • Do not convert sync APIs to async (or reverse) unless explicitly requested.
  • Do not alter error propagation strategy unless behavior remains equivalent and verified.
  • Do not remove logging, telemetry, guards, or retries that encode operational intent.
  • Do not collapse domain-specific steps into generic helpers that hide intent.

5) Verify

  • Run the narrowest useful checks first:
    • formatter/lint on touched files
    • targeted tests related to touched modules
    • typecheck when relevant
  • If fast targeted checks pass, run broader checks only when risk warrants it.
  • If checks cannot run, state what was skipped and why.

6) Report

Provide:

  1. Scope touched (files/functions)
  2. Key simplifications with concise rationale
  3. Verification commands run and outcomes
  4. Residual risks or assumptions

Simplification Heuristics

  • Prefer explicit local variables over nested inline expressions when it reduces cognitive load.
  • Prefer one clear branch per condition over compact but ambiguous condition trees.
  • Keep function length manageable, but do not split purely for line count.
  • Keep comments that explain intent, invariants, or non-obvious constraints.
  • Remove comments that restate obvious code behavior.
  • Optimize for the next maintainer's comprehension time, not minimum character count.

Anti-Patterns

  • Do not perform speculative architecture rewrites.
  • Do not introduce framework-wide patterns while simplifying a small local change.
  • Do not replace understandable duplication with opaque utility layers.
  • Do not bundle unrelated cleanups into one patch.

Stop Conditions

  • Stop and ask for direction when:
    • simplification requires changing public API/contracts
    • behavior parity cannot be confidently verified
    • the code appears intentionally complex due to domain constraints
    • the requested scope implies a larger redesign rather than simplification

Output Contract

When presenting simplification results:

  1. Show the exact files and regions changed.
  2. Explain each meaningful change in one sentence focused on readability/maintainability gain.
  3. Confirm behavior-preservation assumptions explicitly.
  4. Summarize verification performed (or clearly state omissions).

Source

git clone https://github.com/PaulRBerg/agent-skills/blob/main/skills/code-simplify/SKILL.mdView on GitHub

Overview

Code-simplify refactors code to improve readability and maintainability while keeping runtime behavior, public contracts, and side effects intact. It favors explicit, local clarity over clever tricks and focuses on session-modified files or user-specified targets. The process relies on project conventions and safety checks to avoid unintended changes.

How This Skill Works

Determine scope from the repository state and user targets, build a behavior baseline by reading surrounding context and invariants, then apply targeted simplification passes (control flow, naming, duplication, data shaping, and type/contract clarity) with safeguards to preserve behavior. Finally, run targeted verifications (lint, tests, typecheck) and report touched scope, key simplifications, and rationale.

When to Use It

  • You want to simplify code that was recently modified
  • Code is too complex or hard to read
  • You need to preserve runtime behavior and public interfaces
  • You want targeted simplifications on session-modified files
  • You want to reduce duplication and improve clarity with small, reversible edits

Quick Start

  1. Step 1: Run from a git repo and identify scope (files to simplify) using the skill guidance.
  2. Step 2: Create a behavior baseline by running lint/tests on touched files.
  3. Step 3: Apply targeted simplifications (guard clauses, renamings, small helpers) and re-run checks.

Best Practices

  • Scope changes strictly to requested files or session-modified code
  • Preserve function signatures, API contracts, and side effects
  • Prioritize guard clauses and early returns to flatten nesting
  • Rename ambiguous identifiers only when safe in context
  • Prefer named helpers and intermediate steps for data transformations

Example Use Cases

  • Flatten deep nesting in a handler by adding early returns and reducing nested conditionals
  • Rename unclear variables in a utility module to descriptive names
  • Break a long chained data transformation into named intermediate steps
  • Extract duplicated logic into a small helper without changing public interfaces
  • Tighten type annotations in a TS module to improve readability without altering behavior

Frequently Asked Questions

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