claude-code-orchestra: Skill for Claude Code

.claude/skills/simplify/SKILL.md

simplify is a skill for Claude Code from DeL-TaiseiOzaki/claude-code-orchestra. It costs 16 tokens per session (1,947 once invoked), scanned A, original, MIT.

A code-refactoring process that reorganizes source code while keeping its behavior and dependency constraints unchanged. Refactoring means improving the internal structure without changing what the program does.

In plain words
What is it for?
Use it to split responsibilities, shorten functions, reduce nesting, improve names, and add type hints. It is for simplifying existing code, not for rewriting unrelated areas.
Why use it?
It records a before-state and checks the result afterward, making the promised scope and behavior changes verifiable. Changes outside the declared files or directories are reported as out of scope.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: reads .claude/ paths.

This is DeL-TaiseiOzaki/claude-code-orchestra's own configuration. It tells Claude Code how to work on claude-code-orchestra itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything claude-code-orchestra configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is bash .claude/skills/_shared/verify.sh.

Reuse

Borrowing it

Nothing to install: this file belongs to DeL-TaiseiOzaki/claude-code-orchestra. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/DeL-TaiseiOzaki/claude-code-orchestra/main/.claude/skills/simplify/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/DeL-TaiseiOzaki/claude-code-orchestra

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 simplify

README.md
[![agentmods](https://agentmods.dev/badge/skills/del-taiseiozaki/claude-code-orchestra/simplify/github.svg)](https://agentmods.dev/skills/del-taiseiozaki/claude-code-orchestra/simplify)
Your own site
<a href="https://agentmods.dev/skills/del-taiseiozaki/claude-code-orchestra/simplify"><img src="https://agentmods.dev/badge/skills/del-taiseiozaki/claude-code-orchestra/simplify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for simplify

Your own site · 80×15
<a href="https://agentmods.dev/skills/del-taiseiozaki/claude-code-orchestra/simplify"><img src="https://agentmods.dev/badge/skills/del-taiseiozaki/claude-code-orchestra/simplify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 16 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,947 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Agent Snooping · line 96
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
How audits are shown
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 $0.00016 $0.01947
Opus 5 $0.00008 $0.00974
Sonnet 5 $0.00003 $0.00389
Haiku 4.5 $0.00002 $0.00195

Measured 3d ago against content hash 73aa5f032517, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

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 3d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (simplify_gate.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.claude/skills/simplify/SKILL.md · 211 lines

How it starts

The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Simplify Code

Simplify and refactor $ARGUMENTS.

This skill edits source code while promising not to change behaviour and not to widen its own scope. Both promises are checked rather than asserted: Step 0 records a gate baseline and the declared target set, and Step 5 compares against it. A refactor whose baseline was never recorded cannot be reported as verified.

Declared Scope

Resolve $ARGUMENTS into a concrete list of files and/or directories before editing anything, and pass each one as a --scope entry in Step 0. That list is the answer to "was this a refactor or a rewrite" — anything else that changes is reported as out_of_scope_files and fails Step 5.

Simplification Principles

  1. Single Responsibility - 1 function = 1 thing
  2. Short Functions - Target under 20 lines
  3. Shallow Nesting - Early return, depth ≤ 2
  4. Clear Naming - Clear enough to not need comments
  5. Type Hints Required - On all functions

Steps

0. Record the Baseline (mandatory, before any edit)

python3 .claude/skills/simplify/simplify_gate.py --phase before \
  --scope {target file or dir} [--scope {another}] [--base main]

It runs _shared/verify.sh and _shared/gather_diff.py and writes .claude/logs/simplify-baseline.json: the gate status of every tool as it is now, the current HEAD, the declared scope, and any file that was already modified before you started. Without this, a gate that was red the whole time is indistinguishable from a regression this refactor introduced.

Read the JSON:

  • overall_beforepass / fail / no_gates. On fail, note which tools are in the baseline as failing; Step 5 will report them as pre_existing_failures rather than blaming your refactor.
  • pre_existing_changes[] — dirty files you did not touch, excluded from the scope check later.
  • baseline_file, artifacts[].

Exit codes: 0 baseline recorded · 1 bad arguments, or --scope missing — without a declared target set "no scope creep" cannot be checked · 2 no gate could run at all, so the refactor would be unverifiable · 3 verify.sh / gather_diff.py failed, or the baseline could not be written.

Read the full file on GitHub · 211 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 3d ago Changed 73aa5f032517
  2. 9d ago First seen · 211 lines · 16 tokens per session scan A 6c06af407f2c

Subscribe to this mod's changes

simplify is a skill published in the GitHub repository DeL-TaiseiOzaki/claude-code-orchestra (194 stars, last pushed 4d ago), licensed MIT. It adds 16 tokens to every session and 1,947 once invoked, about $0.0001 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 2026-08-30.