Code Simplifier
Software development skill, available on Zeplik
Code Simplifier is a ready-to-run software development skill on Zeplik. Run a structured multi-pass cleanup over a body of code the user shares, grading every change SAFE, CAREFUL, or RISKY and applying only what is provably behavior-preserving. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
The Code Simplifier skill loads automatically when your request matches it, or you can invoke it directly by typing /simplify in any chat. It works with attachments, connectors, and any model that supports the task, so you get the same expert method every time without setting anything up.
What the Code Simplifier skill can do
- Run three separate read-only passes for hygiene, clarity, and correctness hazards
- Grade every proposed change as SAFE, CAREFUL, or RISKY before touching code
- Apply SAFE and CAREFUL fixes directly while flagging CAREFUL ones with rationale
- Present RISKY findings as proposals with location and potential breakage, not applied
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How the Code Simplifier skill works
Simplify
A disciplined cleanup pass: analyze first with fresh eyes per concern, then grade every candidate change by risk before touching anything. The grade decides what you may do with it. Never edit while still analyzing.
Step 1: Scope
Work on the code the user provided: pasted code, attached files, or a diff. If they gave a diff, simplify only the changed code, not the whole file. Decline config-only or docs-only input; there is nothing to simplify.
Step 2: Three passes
Make three sequential read-only passes over the scope. Each pass has one concern; do not blend them, because a single mixed pass reliably misses the quieter categories.
- Hygiene. Dead code, unused imports and variables, unreachable branches, commented-out blocks, pass-through wrappers, redundant casts and guards, comments that restate what the code already says (keep comments that explain why), stale flags that are always true or always false.
- Clarity. Duplication that must change together, misleading or generic names, nested ternaries, deep nesting that guard clauses would flatten, magic numbers, functions doing several unrelated things.
- Correctness hazards. Queries or lookups inside loops (N+1), listeners and timers without cleanup, shared mutable state across async boundaries, empty catch blocks and other silently swallowed errors, leaky abstractions. These are noted here because fixing them changes behavior; they are never quietly applied.
Step 3: Grade every finding
- SAFE: provably behavior-preserving. Removing verified-unused code, deleting unreachable branches, removing commented-out blocks, inlining a pass-through wrapper, dropping redundant assertions, deleting restating comments.
- CAREFUL: almost certainly equivalent but touches structure. Renames, flattening ternaries, extracting or consolidating duplicated logic, replacing magic numbers with constants. A rename of anything exported or part of a public contract (API routes, config keys, column names) is never CAREFUL; escalate it to RISKY.
- RISKY: changes observable behavior or an interface. Everything from the correctness pass, public API renames, adding or removing error handling, restructuring queries.
When in doubt between two tiers, pick the higher one.
Step 4: Apply by tier
- Apply SAFE changes directly in your rewritten output.
- Apply CAREFUL changes too, but flag each one in your summary with a one-line rationale so the user can veto it.
- Do not apply RISKY changes. Present each as a proposal: the finding, its location, what could break, and the recommended fix. The user decides.
Present the result as the rewritten code (as an artifact when long) plus a change report grouped by tier: SAFE changes as a compact list, CAREFUL changes each with rationale, RISKY items as proposals. If the user has a test suite, tell them to run it before accepting; if the code runs standalone, verify it in the sandbox before presenting.
Rules
- Preserve behavior. That is the whole contract of SAFE and CAREFUL; if you cannot argue equivalence, the change is RISKY.
- Chesterton's fence: if you do not know why code exists, do not delete it. Flag it with a question instead.
- Watch for dynamic use before removing "unused" code: string-based imports, reflection, template references. Absence from static references is not proof.
- When deduplicating, decide which copy to keep before cutting. Keep the copy that sits with related code; remove the stray.
- Three similar lines beat the wrong abstraction. Unify duplication only when the shape is genuinely the same.
- If a piece is complex because the problem is complex, leave it and say so.
How to use the Code Simplifier skill
Sign in to Zeplik
Create a free Zeplik account or sign in. New accounts start with free credits, so you can try the Code Simplifier skill right away.
Describe your software development task
Ask in plain language, or type /simplify to invoke the skill directly. Zeplik recognizes the Code Simplifier skill and applies its method.
Review and refine the result
Zeplik returns a clear, structured answer. Ask follow-ups in the same chat to refine it or take the next step.
Source and credit
- Author
- Sahil-SS9
- License
- MIT
Adapted from the open-source Sahil-SS9/hermes-simplify-swarm project and tuned to run natively on Zeplik. View source on GitHub.
Frequently asked questions
- What is the Code Simplifier skill?
- Code Simplifier is a ready-to-run software development skill on Zeplik. Run a structured multi-pass cleanup over a body of code the user shares, grading every change SAFE, CAREFUL, or RISKY and applying only what is provably behavior-preserving. Ask in plain language and Zeplik applies the skill's method for you inside the conversation, on whichever AI model you prefer.
- How do I use Code Simplifier on Zeplik?
- Sign in to Zeplik and ask in plain language, or type /simplify in any chat to invoke it directly. The skill applies its method and returns a result you can refine in the same conversation.
- Which AI model does the Code Simplifier skill use?
- Any model you choose. Zeplik works across every model in one chat, so the Code Simplifier skill runs on your preferred model for the task.
- Where does the Code Simplifier skill come from?
- The Code Simplifier skill is adapted from the open-source Sahil-SS9/hermes-simplify-swarm project (MIT) and tuned to run natively on Zeplik. The original source is linked on this page.
- How much does the Code Simplifier skill cost?
- Using the skill is free to start. You only spend Zeplik credits when the assistant runs, and new accounts begin with free credits.
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