Best for
- Use this skill when a user wants cleaner code, a more direct implementation, or a readability pass that preserves exact functionality.
Source profileQuality 52/100
yun520-1/mark-heartflow-skill/skills/simplify/SKILL.md
simplify
Refactor code for clarity, consistency, and maintainability without changing behavior. Use when the user types /simplify or asks to simplify code.
- Source repository stars
- 36
- Declared platforms
- 0
- Static risk flags
- 0
- Last source update
- 2026-07-28
- Source checked
- 2026-07-28
Decision brief
What it does—and where it fits
Refactor code to make it easier to read, simpler to maintain, and more consistent with the surrounding codebase without changing what it does.
Not for
- Tasks that require unconfirmed production actions or broad system permissions.
- Environments where the pinned source and install steps cannot be inspected.
Compatibility matrix
Platform support, with evidence labels
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
Inspect first. Install second.
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
Source-detected install commandSource
npx skills add https://github.com/yun520-1/mark-heartflow-skill --skill "skills/simplify"Safe inspection promptEditorial
Inspect the Agent Skill "simplify" from https://github.com/yun520-1/mark-heartflow-skill/blob/20bbbb4eacf56c941ddc3420dcbc81c04d55ec5c/skills/simplify/SKILL.md at commit 20bbbb4eacf56c941ddc3420dcbc81c04d55ec5c. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
What the source asks the agent to do
- 01
Purpose
Use this skill when a user wants cleaner code, a more direct implementation, or a readability pass that preserves exact functionality.
Use this skill when a user wants cleaner code, a more direct implementation, or a readability pass that preserves exact functionality. - 02
Working Principles
Preserve functionality. Never change behavior, outputs, side effects, or public interfaces unless the user explicitly asks for that.
Preserve functionality. Never change behavior, outputs, side effects, or public interfaces unless the user explicitly asks for that.Apply project standards. Match the existing conventions, patterns, naming style, and architectural expectations of the codebase.Reduce unnecessary complexity. Flatten avoidable nesting, remove redundant abstractions, and prefer the most direct implementation that remains clear. - 03
Default Scope
Focus on recently modified code unless the user points to a different file, module, or diff.
Focus on recently modified code unless the user points to a different file, module, or diff.
Permission review
Static risk signals and limitations
No configured static risk pattern was detected
This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.
Evidence record
Why each signal appears
EvidenceSourceComputedTestedEditorial
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 52/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 36 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
Provenance and original SKILL.md
- Repository
- yun520-1/mark-heartflow-skill
- Skill path
- skills/simplify/SKILL.md
- Commit
- 20bbbb4eacf56c941ddc3420dcbc81c04d55ec5c
- License
- Not declared
- Collected
- 2026-07-28
- Default branch
- main
View the original SKILL.md
Simplify Code
Refactor code to make it easier to read, simpler to maintain, and more consistent with the surrounding codebase without changing what it does.
Invoke this skill with /simplify.
Purpose
Use this skill when a user wants cleaner code, a more direct implementation, or a readability pass that preserves exact functionality.
Working Principles
Preserve functionality. Never change behavior, outputs, side effects, or public interfaces unless the user explicitly asks for that.
Apply project standards. Match the existing conventions, patterns, naming style, and architectural expectations of the codebase.
Reduce unnecessary complexity. Flatten avoidable nesting, remove redundant abstractions, and prefer the most direct implementation that remains clear.
Keep variables intentional. Avoid introducing extra state unless it materially improves readability or is reused enough to justify it.
Improve naming and structure. Prefer clear variable and function names, and group related logic so the code reads in a straightforward way.
Default Scope
Focus on recently modified code unless the user points to a different file, module, or diff.
Reference
Inspired by the new Claude Code /simplify command:
Alternatives
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Use BEFORE writing or editing any non-trivial UI — inventories components, design tokens, shadcn primitives, and reusable patterns into state.ui_audit. Hard gate for the ui directive set.