Agent skill
less-is-more
Write the least code that works, and cut what an AI agent over-built.
From sno-ai/sno-station-skills · 31 skill entries · 264 · pushed 2026-10-08
What it does when it runs
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.
Automated analysis of the skill and the 1 file bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- None found.
- Hosts it reaches
- No third-party host appears in the skill or its bundled files.
- Tool permissions it declares
- No
allowed-toolsin the frontmatter. It does act, so it runs under whatever permissions your session already grants. - Actions present in the files
- shell
Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/sno-ai/sno-station-skills.git /tmp/sno-station-skills git -C /tmp/sno-station-skills sparse-checkout set "skills/J-peer-review-and-audit/less-is-more/skill" mkdir -p ~/.claude/skills/less-is-more cp -R "/tmp/sno-station-skills/skills/J-peer-review-and-audit/less-is-more/skill/." ~/.claude/skills/less-is-more/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from sno-ai/sno-station-skills/blob/0451ca25ab9c70aac62162becbec9a4e1e936d56/skills/J-peer-review-and-audit/less-is-more/skill/SKILL.md, which is licensed APACHE-2.0 (repository). 1,000 words, 7 headings.
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.
- Needs to exist? Only a guess about the future → skip it, say so in one line.
- Already in this repo? A helper, type, or pattern a few files over → reuse it. Grep before you write.
- Stdlib does it? Use it.
- Platform does it?
<input type="date">over a picker lib, CSS over JS, a DB constraint over app code. - An installed dependency does it? Use it. Never add a dependency for what a few lines cover.
- One line? One line.
- 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/legacybranches, 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 to cut: Lean already. Ship.
Keep only what the task needs
Keep input validation that prevents a concrete invalid operation at an actual trust boundary, error handling that prevents data loss, accessibility basics, and the smallest functional check. By default, there is no blanket security exemption. Keep what the user explicitly requested.
Boundaries
Report unrelated correctness or performance defects without expanding the task. Removing unnecessary security checks, blockers, runtime assertions, and hashes is part of this review. Cut lists; it applies fixes when the user asks for them.
Files bundled with it
These load only when the skill asks for them, so they cost nothing until it runs.
Need help setting it up?
This page tells you what less-is-more does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
Book a call →The directory stays free. There is nothing gated behind this.