code-prose
SkillDev toolsLets your agent rewrite code identifiers and comments for clearer wording without changing behavior.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the code-prose skill
About this capability
Apply Orwell's rules to the prose inside code — identifiers and comments — without changing behavior. Use when names, word choice, or comments need an editorial pass.
What this skill tells your AI
The instructions your AI receives, as published by epicenterhq/epicenter in .agents/skills/code-prose/SKILL.md and read by ahel’s review.
Review changes in the current branch, or in the scope the user specifies. Apply these criteria without changing behavior. Only touch code in that scope, and run the relevant existing checks after changes.
Word choice in code and comments
Variable names, function names, and comments are all prose. Apply Orwell's rules ("Politics and the English Language") to each:
Never use a long word where a short one will do.
If it is possible to cut a word out, always cut it out.
Never use the passive where you can use the active.
Never use a foreign phrase, a scientific word, or a jargon word if you can think of an everyday English equivalent.
Latinate vocabulary (reconcile, coalesce, normalize, reconciliation) sounds technical and abstract; Anglo-Saxon words (prune, run, watch, stop, drop, walk) are short and physical. Prefer the Saxon word.
Names
- One word per concept, one concept per word. Keep a vocabulary. If
syncnames "pulling remote changes," it cannot also name "flushing edits to disk;" rename one of them. - Cut words the context already carries. A module named
workspaceWatcherdoes not needstartNativeWorkspaceWatcher;watchWorkspacesays the same thing. - A compound name is usually a hedge:
- ❌
lastObservedDiskContentis a specification to defend - ✅
baselineis a readable description
Comments
State, in plain English, the constraint the code cannot show: why the non-obvious exists.
- ✅ If code is complex and the implementation is non-obvious, add a comment.
- ✅ If a function contains complex behaviors or side effects, add a doc comment.
- 🗑️ If a comment narrates change history from the conversation, delete it.
- 🗑️ If a comment restates code whose behavior is self-evident, delete it.
Overfitting
Code must stand on its own. If a name or comment only makes sense to someone who watched it happen (this conversation, this PR), it is overfitted. Write for the reader who arrives with no history: rewrite it against the codebase's own vocabulary.
For the structural half of the same discipline — file shape, derivable state, and compatibility with code that never shipped — use refactoring.
Signals
- GitHub stars
- 5k
- Forks
- 378
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
code-prose- Source
- github.com/epicenterhq/epicenter