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.
npx skills add yz5e/agent-skills --skill code-simplifiergit clone --depth 1 https://github.com/yz5e/agent-skillsWrote 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.
[](https://agentmods.dev/skills/yz5e/agent-skills/code-simplifier)<a href="https://agentmods.dev/skills/yz5e/agent-skills/code-simplifier"><img src="https://agentmods.dev/badge/skills/yz5e/agent-skills/code-simplifier/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.
<a href="https://agentmods.dev/skills/yz5e/agent-skills/code-simplifier"><img src="https://agentmods.dev/badge/skills/yz5e/agent-skills/code-simplifier.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00096 | $0.01395 |
| Opus 5.5 | $0.00038 | $0.00558 |
| Sonnet 5.5 | $0.00019 | $0.00279 |
| Haiku 4.5 | $0.00010 | $0.00139 |
Grade A, and why
code-simplifier 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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Code Simplifier
Simplify only the relevant changed code unless the user explicitly asks for a broader sweep. Preserve behavior, outputs, error semantics, side effects, and public interfaces.
Default to a single-agent simplification pass. Use spawn_agent only when the user explicitly asks for delegation, parallel subagents, or a multi-agent review and the touched scope is broad enough to benefit.
Workflow
- Identify the scope.
- Prefer the files or hunks changed in the current task.
- If the scope is unclear, inspect the named function, file, or recent diff.
- Avoid unrelated cleanup outside the touched area.
- Read the project's local conventions.
- Check
AGENTS.md, nearby code, formatter and lint rules, and type patterns. - Match the repository's style instead of forcing a generic one.
- Reuse existing helpers before introducing new abstractions or dependencies.
- Decide whether to delegate.
- Keep the immediate blocking work local. Form a short plan before spawning anything.
- Do not delegate small, tightly coupled, or urgent blocking work where your next step depends on the answer.
- If the user explicitly asks for parallelism and the work is broad enough, use
spawn_agentfor bounded subtasks that can run in parallel with your local work. - Prefer narrow prompts and explicit file or symbol scope over copying the full thread context. Use
fork_contextonly when the subagent truly needs the same conversation history. - Prefer
exploreragents for read-heavy simplification analysis. Reserveworkeragents for implementation only when the write scope can be split into disjoint files or modules.
- Review the code through three simplification lenses.
- Reuse: prefer existing helpers, utilities, and local patterns before adding new abstractions; remove duplication when the shared shape is stable.
- Quality: improve readability, naming, branching, cohesion, and type clarity; preserve logging, validation, and error semantics.
- Efficiency: remove unnecessary work in the touched code such as redundant passes, allocations, awaits, or lookups when the improvement is obvious and behavior stays identical.
- If the lenses conflict, prefer behavioral safety and readability over extra DRYing or micro-optimizations.
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.
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.
- 2mo ago First seen · 100 lines · 96 tokens per session scan A 5baf90362386
code-simplifier is a skill published in the GitHub repository yz5e/agent-skills (17 stars, last pushed 6mo ago), licensed MIT. It adds 96 tokens to every session and 1,395 once invoked, about $0.0004 per session on Opus 5.5. 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.
code-simplifier compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| code-simplifieryz5e/agent-skills | Skill | 17 | 6mo ago | MIT | A | 96 | Codex |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 115 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 48 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | 2d ago | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |