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 wrannaman/agentic-engineering --skill simplifygit clone --depth 1 https://github.com/wrannaman/agentic-engineeringWrote 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/wrannaman/agentic-engineering/simplify)<a href="https://agentmods.dev/skills/wrannaman/agentic-engineering/simplify"><img src="https://agentmods.dev/badge/skills/wrannaman/agentic-engineering/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.
<a href="https://agentmods.dev/skills/wrannaman/agentic-engineering/simplify"><img src="https://agentmods.dev/badge/skills/wrannaman/agentic-engineering/simplify.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 | $0.00000 | $0.00462 |
| Opus 5.5 | $0.00000 | $0.00185 |
| Sonnet 5.5 | $0.00000 | $0.00092 |
| Haiku 4.5 | $0.00000 | $0.00046 |
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 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 — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Simplify
Review changed code for reuse, quality, and efficiency. Fix what you find.
Purpose
After implementation, take a second pass looking for opportunities to simplify. Not the same as deslop (which removes AI bloat) — this is about finding cleaner approaches to what you just built.
Usage
/simplify # Simplify changed files on current branch
/simplify src/api/ # Simplify specific directory
Process
Step 1: Get Changed Files
git diff --name-only main...HEAD
Step 2: For Each File, Check
Duplication: Is there logic that duplicates something already in the codebase? Could it use an existing utility?
Naming: Do names clearly communicate intent? Would a reader understand this without context?
Complexity: Is there a simpler way to express this? Could a nested conditional be a guard clause? Could a loop be a map/filter?
Consistency: Does this follow the patterns established in surrounding code? Is it using the project's conventions?
Efficiency: Any obvious N+1 queries, unnecessary re-renders, or redundant computations?
Step 3: Apply Fixes
For each issue found:
- Apply the simplification
- Verify tests pass
- Move to next file
Step 4: Report
Simplified 3 files:
src/api/users.ts
- Extracted duplicate validation into shared validateRequest()
- Replaced nested if/else with early return
src/app/users/page.tsx
- Replaced manual fetch + useState with existing useQuery hook
- Removed unused import
src/utils/format.ts
- No changes needed
When to Use
- After
/workcompletes, before/review - When code feels "correct but messy"
- As a lighter alternative to a full refactor
Difference from Deslop
| Simplify | Deslop |
|---|---|
| Finds cleaner approaches | Removes AI bloat |
| May restructure code | Mostly deletes/inlines |
| Focuses on design quality | Focuses on removing noise |
| Use after implementation | Use when code feels verbose |
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 · 74 lines · 0 tokens per session scan A 0d3bac11c703
simplify is a skill published in the GitHub repository wrannaman/agentic-engineering (2 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 462 tokens. 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.
simplify compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| simplifywrannaman/agentic-engineering | Skill | 2 | 6mo ago | MIT | A | 0 | Claude Code, Codex |
| autoreviewopenclaw/clawhub | Skill | 9.5k | today | MIT | A | 17 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | today | MIT | A | 48 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 115 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 947 | 2d ago | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | today | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |