Fit in

Fit In

The failure mode this fixes

Agents write correct code in the wrong dialect. The repo uses result types; the agent throws. Tests live next to the source; the agent creates __tests__/. Everything is snake_case; the new file is camelCase. None of it is a bug, and all of it is cost: every divergence is a seam a reader must mentally translate across, and a codebase edited by agents long enough becomes a patchwork of five house styles with no house.

The deepest version of this failure is solving a problem the codebase has already solved — writing a second retry helper, a second date formatter, a second pagination pattern — because the agent never looked. This skill makes reading the neighborhood a mandatory first step: match the local idiom, reuse the local solutions, and treat "improving" the style as a separate, deliberate act.

When to Use This Skill

• Writing new code (function, file, module, test) into an existing codebase
• Reviewing AI-generated code that is correct but stylistically foreign
• Starting work in an unfamiliar repo where your defaults would otherwise win
• A reviewer keeps saying "we don't do it that way here"

Don't use when: the repo is greenfield with no established conventions (pick good ones; there's nothing to match), or when the local pattern is itself a failure mode a sibling skill exists to fix — don't replicate swallowed errors to fit in (loud-errors wins), and don't copy vague naming to match the neighbors (name-things wins). Convention never outranks correctness.

Instructions

1. Read the neighborhood before writing a line

Open the files that will surround your change — siblings in the same directory, the module that will call yours, one or two recent files doing similar work. You're extracting the local dialect:

• Error handling — exceptions, result types, error returns? How are errors wrapped and reported?
• Tests — framework, location (*.test.ts beside source vs tests/), naming, fixture style
• Naming & casing — file names, identifiers, suffix conventions (Service, Repo, Handler?)
• Structure — how files are laid out, how imports are ordered and grouped, how modules expose their API
• Existing solutions — utilities, helpers, and patterns already solving pieces of your problem

If CONTEXT.md exists, start from its Conventions section — then verify against the code. If they disagree, trust the code and flag the drift.

2. Reuse before you write

For each piece of your task, check whether the codebase already has the solution — the retry wrapper, the validation helper, the test factory. Grep before you build. The second implementation of a solved problem is the patchwork's first stitch.

3. Write in the local dialect, even where you'd choose differently

Your preference for a different error style, test layout, or naming scheme is not a reason to diverge. The reader's cost of a mixed-dialect file outweighs the marginal elegance of your habit. Match what's there.

4. When the local idiom is genuinely harmful, don't silently replicate it

If matching would mean copying a real defect pattern — swallowed errors, untested I/O-fused logic, ban-list names — don't propagate it and don't unilaterally "fix the house style" either. Write the new code right, note the divergence explicitly (one line in the summary or PR: "new code uses X; existing files use Y — flagging the inconsistency"), and let the human decide whether a deliberate migration is worth opening.

5. Park the style crusade

If reading the neighborhood made you want to restyle it: that's not this task. A small touched-code improvement is a boyscout call; a sweeping migration is its own proposal. Fitting in and improving the style are both legitimate — they're just never the same change.

Output format

NEIGHBORHOOD READ
  error style:   <observed pattern + example file>
  tests:         <framework, location, naming>
  naming/casing: <conventions observed>
  structure:     <layout & import conventions>

REUSED (instead of rewritten)
  - <existing helper/pattern> @ <file> — used for <which part of the task>

DIVERGENCES (deliberate, flagged)
  - <where new code differs and why> — local idiom was <pattern>; not replicated because <harm>

DRIFT (CONTEXT.md vs code, if any)
  - <what the glossary/conventions claim> vs <what the code does>

Anti-Patterns

Anti-Pattern	Why it defeats the skill
Importing your house style	The code is fine and foreign. Every divergence is a translation cost for the next reader.
Writing before reading	You can't match a dialect you never heard. The neighborhood read is the skill.
Re-solving a solved problem	A second retry helper means every future reader must learn both and guess which is canonical.
Matching the worst file	"Fit in" means the prevailing convention, not the one rotten file nearby. Match the pattern the team is moving toward.
Silently replicating a defect to conform	Consistency never outranks correctness — write it right and flag the inconsistency out loud.
Restyling the file while you're there	That's a crusade wearing a task's clothes. Park it (boyscout for small, a proposal for big).

Mental Model

Code that fits in reads like it was always there. Match the campsite's dialect; improving the dialect is a real job, but it's a different one.