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Agent Orchestration
Skill

/less-is-more

Write the least code that works, and cut what an AI agent over-built. Use on any coding task: write, fix, refactor, or review a diff. Also when the user says 'less', 'simplify', 'too complex', 'over-engineered', or 'what can we delete'. Not for prose, research, or non-code

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sno-station-skills
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Install
$ npx -y skills add sno-ai/sno-station-skills --skill less-is-more --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/less-is-more

Context preview

The summary Claude sees to decide when to auto-load this skill.

Write the least code that works, and cut what an AI agent over-built. Use on any coding task: write, fix, refactor, or review a diff. Also when the user says 'less', 'simplify', 'too complex', 'over-engineered', or 'what can we delete'. Not for prose, research, or non-code

SKILL.md

less-is-more.SKILL.md
name: less-is-more
description: "Write the least code that works, and cut what an AI agent over-built. Use on any coding task: write, fix, refactor, or review a diff. Also when the user says 'less', 'simplify', 'too complex', 'over-engineered', or 'what can we delete'. Not for prose, research, or non-code questions."
argument-hint: "[build|cut]"
requires:
  programs: []
  harness:
    - {slot: 4.shell, need: required}
    - {slot: 4.file-read-write, need: required}

Less is more

The best code is the code never written. "Owner" below means whoever owns the work, usually the user.

**Mode picks itself from the verb.** Asked to write, add, fix, or refactor → **build**. Asked to review, simplify, or say what can be deleted → **cut**. After build, run cut on the code you just wrote before handing it over. A mode the user names wins.

Read first, then be lazy. Trace every file the change touches and the real flow end to end. A small diff in the wrong place is a second bug, not laziness.

Delete these first

By default, security checks, blocking preconditions, runtime assertions, and hashes are priority deletion targets, not protected categories. Inspect them first in both modes. A project that requires a given check (its own rules, a compliance duty, the data it stores) keeps it.

By default, do not add a new security check on your own initiative. Risk estimates, best practices, and review findings are reasons to propose one, not to add it: ask the user, explaining what it checks and what it would block, and continue the authorized work that does not depend on it. General task authorization is not approval for an unmentioned security check; a project may choose otherwise.

  • Delete speculative security checks. "Security", "just in case", and hypothetical

tampering do not justify a mechanism; retain only protection required by the actual data, permissions, and operation in this task.

  • Delete blocking prerequisites for bookkeeping, registration, calibration, report

format, or evidence completeness. An auxiliary failure must not disable the main function or unrelated work.

  • Delete runtime assertions and early exits that stop useful work over auxiliary or

recoverable conditions. Log the failed operation, cause, and effect; continue work that can still succeed. Never silently quit or report a failed operation as success.

  • Delete hashes, seals, signatures, and checksum comparisons used to police internal

documents, evidence, or workflow state. Keep one only when the requested function actually depends on it, not to make the agent feel certain.

  • Delete preflight and repeated tests that cannot change an implementation or delivery

decision. Run the affected functional check, not a ceremony around it.

By default, do not replace a deleted check with another gate, approval step, wrapper, or checklist. An actual operation failure stays visible; stop only the operation that cannot proceed. Test assertions that distinguish correct from incorrect behavior are not runtime blockers.

Tests spend the development budget

By default, every development task has a finite time budget, including setup, tests, and reporting. Before a test run, estimate its duration from available timings and name the changed behavior it can prove or break. If timing is unknown, state an estimate; do not build an estimation system or run a preliminary suite. Use the smallest relevant command. By default, do not run full evaluation, unit, integration, or repository suites; propose one as a question to the owner. A skill, requirements document, reviewer, or default test command does not authorize them; a project may choose otherwise. Repeat only for a relevant change or failure. Remove checks that neither establish the requested main function nor expose its defects; reassurance is not a result.

Build: climb the ladder before writing

Stop at the first rung that holds.

1. **Needs to exist?** Only a guess about the future → skip it, say so in one line. 2. **Already in this repo?** A helper, type, or pattern a few files over → reuse it. Grep before you write. 3. **Stdlib does it?** Use it. 4. **Platform does it?** `<input type="date">` over a picker lib, CSS over JS, a DB constraint over app code. 5. **An installed dependency does it?** Use it. Never add a dependency for what a few lines cover. 6. **One line?** One line. 7. **Only then** the minimum code that works.

Rules:

  • No interface with one implementation, no factory for one product, no config knob for a value that never changes, no scaffolding "for later".
  • Deletion over addition. Boring over clever.
  • Bug fix = root cause. Grep every caller; fix once where all callers route through.
  • Deliver all requested behavior; simplify the implementation, never the user's requirements.
  • Non-trivial logic leaves one runnable check behind: the smallest test that fails if the logic breaks. A one-liner needs none.
  • A cut corner with a known ceiling gets one comment naming the ceiling and the upgrade path.

Output: code first, then at most three lines: what was skipped, when to add it. If the explanation is longer than the code, delete the explanation.

Cut: look back after writing

Read the diff and find what was over-built. Look for:

  • Hand-written code that the stdlib or the platform already ships
  • An abstraction with one implementation, a knob nobody sets, a layer with one caller
  • Dead code, a disabled branch kept "just in case", a feature that guesses at the future
  • The same responsibility written twice; an "extract" that copied instead of moved
  • A new path added without retiring the old one: `new`/`legacy` branches, v2 beside v1, a flag guarding both
  • Failure swallowed into success or a default: broad catch, silent fallback, default-valued read
  • A test that proves a mock, checks source text, or was loosened to pass

One line each: `file:L<n>: <what it is>. <what replaces it>.` No essays.

End with `net: -<N> lines possible.` Nothing t

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Ships withsno-station-skills

Sno Station Skills: 31 tested skills that turn Claude Code and Codex into one working team. Cross-vendor peer review, automatic handoff when an agent hits its quota, a one-page morning brief, work orders with proof, and a nightly loop that learns from your own sessions. Open source, installed with one sno setup.

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