wise-simplify-auto

wise-simplify-auto is a skill for Claude Code from e1024kb/wise-claude. It costs 150 tokens per session (885 once invoked), scanned A, original, MIT.

An automatic code-cleanup task that simplifies recently changed code while keeping its behaviour the same, then commits the result using a standard commit message format.

In plain words
What is it for?
Use it after making changes when you want readable, consistent code committed with a Conventional Commits message.
Why use it?
It removes small sources of clutter, duplication, and dead code without requiring a separate cleanup decision each time.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents; names the AskUserQuestion tool.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the wise plugin — 39 skills, 13 agents, 1 hook shipped together

Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add e1024kb/wise-claude
Claude Code
/plugin install wise

Made for: Claude Code.

Or install wise, the plugin that ships this one along with the rest of its 39 skills, 13 agents, 1 hook.

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 wise-simplify-auto

README.md
[![agentmods](https://agentmods.dev/badge/skills/e1024kb/wise-claude/wise-simplify-auto.svg)](https://agentmods.dev/skills/e1024kb/wise-claude/wise-simplify-auto)
Your own site
<a href="https://agentmods.dev/skills/e1024kb/wise-claude/wise-simplify-auto"><img src="https://agentmods.dev/badge/skills/e1024kb/wise-claude/wise-simplify-auto.svg" alt="Measured on agentmods" height="20"></a>
Per session 150 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 885 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found 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 $0.00150 $0.00885
Opus 5 $0.00075 $0.00443
Sonnet 5 $0.00030 $0.00177
Haiku 4.5 $0.00015 $0.00089

Measured 6d ago against content hash 0505736dc39a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

wise-simplify-auto 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 6d 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.

plugins/wise/skills/wise-simplify-auto/SKILL.md · 90 lines

How it starts

The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/wise-simplify-auto — simplify recently-modified code and commit

Why this skill exists

The simplify pass (the code-simplifier agent) is the plugin's lightweight per-commit cleanup; it is wired into the commit routine (/wise-commit runs it before staging) and into the implement phase (per task). This skill exposes it as a standalone, decision-free building block: run the pass, then commit the result — no prompts. The heavier multi-agent code-review branch gate is the other tier (/wise-code-review-auto).

(Close cousin of /wise-commit, which also simplifies-then-commits via its SIMPLIFY=yes default; this skill makes the simplify step the explicit headline and is the autonomous building block workflows reuse.)

Invocation

/wise-simplify-auto
/wise:wise-simplify-auto              # canonical namespaced form

No positionals, no flags. If the argument string contains anything other than optional whitespace, stop with:

Unknown argument(s): <the extra tokens>
Usage: /wise-simplify-auto

Procedure

1. Simplify recently-modified code

Run the simplify pass per ${CLAUDE_PLUGIN_ROOT}/references/simplify-pass.md — dispatch the code-simplifier agent (a Task subagent) over the working tree's recently-modified code. Surface its summary verbatim. On a simplify failure, follow that reference's failure policy and stop with SIMPLIFY: failed reason="<one-line>". If the agent is unavailable in this session (dispatch rejected), there is nothing to degrade to — the pass is the skill — so stop with SIMPLIFY: failed reason="code-simplifier agent unavailable — enable the code-simplifier plugin".

2. Commit the result

Follow ${CLAUDE_PLUGIN_ROOT}/skills/wise-commit/commit-routine.md with SIMPLIFY=no PUSH=no (the pass already ran in §1 — SIMPLIFY=no avoids a redundant second pass; PUSH=no because this skill never pushes). The routine stages, drafts a Conventional-Commits subject, and commits.

3. Final line

Relay the routine's final COMMIT: line verbatim:

Read the full file on GitHub · 90 lines

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. 6d ago First seen · 90 lines · 150 tokens per session scan A 0505736dc39a

Subscribe to this mod's changes

wise-simplify-auto is a skill published in the GitHub repository e1024kb/wise-claude (4 stars, last pushed 2d ago), licensed MIT. It adds 150 tokens to every session and 885 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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