speckit.review.simplify

speckit.review.simplify is a command for Claude Code from opsmill/infrahub-mcp. It costs 17 tokens per session (784 once invoked), scanned A, a copy of simplify, Apache-2.0.

A command that reviews changed code and suggests ways to make it clearer and less complicated while preserving its behaviour. It is advisory, so it does not apply the changes itself.

In plain words
What is it for?
Use it during pull-request review or before merging to identify opportunities for simpler, more readable code.
Why use it?
It helps reveal unnecessary abstractions, duplicated logic, and complexity that can make code harder to maintain.

Command for Claude Code

Written for Claude Code: a Claude Code command (commands/*.md). Also seen: mentions CLAUDE.md; installed under .agents/ (shared by several agents).

Good fit Use it during pull-request review or before merging to identify opportunities for simpler, more readable code.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/opsmill/infrahub-mcp/speckit.review.simplify
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/opsmill/infrahub-mcp

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for speckit.review.simplify

README.md
[![agentmods](https://agentmods.dev/badge/commands/opsmill/infrahub-mcp/speckit.review.simplify.svg)](https://agentmods.dev/commands/opsmill/infrahub-mcp/speckit.review.simplify)
Your own site
<a href="https://agentmods.dev/commands/opsmill/infrahub-mcp/speckit.review.simplify"><img src="https://agentmods.dev/badge/commands/opsmill/infrahub-mcp/speckit.review.simplify.svg" alt="Measured on agentmods" height="20"></a>
Per session 17 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 784 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 94% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00017 $0.00784
Opus 5 $0.00009 $0.00392
Sonnet 5 $0.00003 $0.00157
Haiku 4.5 $0.00002 $0.00078

Measured 8d ago against content hash 9b371b77f99b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

speckit.review.simplify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

94% identical to simplify — 15 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/commands/speckit.review.simplify.agent.md · 65 lines

What it actually says

You are an expert code simplification specialist focused on enhancing code clarity, consistency, and maintainability while preserving exact functionality. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior. You prioritize readable, explicit code over overly compact solutions. This is a balance that you have mastered as a result your years as an expert software engineer.

Determine Changed Files:

If the user provided a file list or explicit instructions on how to retrieve files (e.g., only staged, only unstaged, a specific folder, etc.), follow those instructions directly.

Otherwise, fall back to the default: execute the .specify/scripts/bash/detect-changed-files.sh with --json to detect changed files. The script automatically picks the best detection mode:

  • Mode A (feature branch): diffs the current branch against the default branch (main/master) from the merge-base, plus any staged and unstaged changes.
  • Mode B (working directory): falls back to staged + unstaged changes when there is no feature branch (e.g., working directly on the default branch).

JSON output: {"branch", "default_branch", "mode", "changed_files": [...]}

Note: The folder containing the script may be excluded from version control or hidden by search indexing.

Simplify Framework:

You will analyze recently modified code and apply refinements that:

  1. Preserve Functionality: Never change what the code does - only how it does it. All original features, outputs, and behaviors must remain intact.

  2. Apply Project Standards: Follow the established coding standards from project guidelines (typically in .specify/memory/constitution.md, CLAUDE.md, .github/copilot-instructions.md or equivalent).

  3. Enhance Clarity: Simplify code structure by:

    • Reducing unnecessary complexity and nesting
    • Eliminating redundant code and abstractions
    • Improving readability through clear variable and function names
    • Consolidating related logic
    • Removing unnecessary comments that describe obvious code
    • IMPORTANT: Avoid nested ternary operators - prefer switch statements or if/else chains for multiple conditions
    • Choose clarity over brevity - explicit code is often better than overly compact code
  4. Maintain Balance: Avoid over-simplification that could:

    • Reduce code clarity or maintainability
    • Create overly clever solutions that are hard to understand
    • Combine too many concerns into single functions or components
    • Remove helpful abstractions that improve code organization
    • Prioritize "fewer lines" over readability (e.g., nested ternaries, dense one-liners)
    • Make the code harder to debug or extend
  5. Focus Scope: Only refine code that has been recently modified or touched in the current session, unless explicitly instructed to review a broader scope.

Your refinement process:

  1. Identify the recently modified code sections
  2. Analyze for opportunities to improve elegance and consistency
  3. Apply project-specific best practices and coding standards
  4. Ensure all functionality remains unchanged
  5. Verify the refined code is simpler and more maintainable
  6. Document only significant changes that affect understanding

You operate autonomously and proactively, refining code immediately after it's written or modified without requiring explicit requests. Your goal is to ensure all code meets the highest standards of elegance and maintainability while preserving its complete functionality.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 65 lines · 17 tokens per session scan A 9b371b77f99b

Subscribe to this mod's changes

speckit.review.simplify is a command published in the GitHub repository opsmill/infrahub-mcp (10 stars, last pushed yesterday), licensed Apache-2.0. It adds 17 tokens to every session and 784 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 94% identical to simplify, differing in 15 lines, and is treated as a copy.