slim-down

slim-down is a skill for Claude Code, Codex from thaitype/chief. It costs 72 tokens per session (950 once invoked), scanned A, original, MIT.

A guide for reducing an over-engineered plan to one useful, achievable increment. It first examines the existing code and the full goal, then identifies the smallest step that delivers value without blocking later growth.

In plain words
What is it for?
It helps define an MVP, separate existing work from missing work, trim scope, and choose a first implementation step that can grow later.
Why use it?
It helps when a design has become too large or complex to build next. The result keeps essential quality while removing features that are not needed for the first step.

Skill for Claude CodeCodex

Part of the chief-skills plugin — 14 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/thaitype/chief/slim-down
Any agent
npx skills add thaitype/chief --skill slim-down
Clone the repo
git clone --depth 1 https://github.com/thaitype/chief

Made for: Claude Code, Codex.

Or install chief-skills, the plugin that ships this one along with the rest of its 14 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for slim-down

README.md
[![agentmods](https://agentmods.dev/badge/skills/thaitype/chief/slim-down.svg)](https://agentmods.dev/skills/thaitype/chief/slim-down)
Your own site
<a href="https://agentmods.dev/skills/thaitype/chief/slim-down"><img src="https://agentmods.dev/badge/skills/thaitype/chief/slim-down.svg" alt="Measured on agentmods" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 950 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00072 $0.00950
Opus 5 $0.00036 $0.00475
Sonnet 5 $0.00014 $0.00190
Haiku 4.5 $0.00007 $0.00095

Measured 5d ago against content hash d9bf78b3771f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

slim-down scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/engineering/slim-down/SKILL.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Slim Down — Cut Scope, Keep Scale

Take a plan or design that's grown too big and cut it down to one increment — the smallest step that delivers value and doesn't block future growth.

Make it work before make it great — but never paint yourself into a corner.

When to Use

  • When a plan or design feels over-engineered
  • When user says "this is too much", "what do I actually need first?", "MVP"
  • Any time scope has ballooned beyond what's practical to build next

Core Principle

Cut scope, not corners. Remove features, not quality. The increment should be small but extensible — no dead-ends, no "throw it away later."

Workflow

Step 1: Read the Ground

Before cutting anything, understand what already exists:

  • Read the current codebase — what's built, what patterns are in use
  • Read the plan/grill result/spec that needs slimming
  • Identify what's new work vs already done or partially done

Summarize in a short block:

  • Current state — what exists today (2-3 lines)
  • Full goal — what the plan wants to achieve
  • Gap — what's missing between current state and full goal

Step 2: Identify the Core

Ask: "What is the one thing this plan must deliver to be useful?"

Draft a single sentence describing the core value. Show it to the user. This is the anchor — everything else gets judged against it.

Step 3: Sort Into Keep / Defer / Drop

Take every item from the plan and sort it:

Criteria
Keep Required for the core to work. Can't ship without it.
Defer Valuable but not needed yet. Design so it can be added later.
Drop Nice-to-have, speculative, or solves a problem that doesn't exist yet.

Show the table. Let the user move things around.

Rules for sorting:

  • If it's only needed at 10x scale → Defer
  • If it handles an edge case that hasn't happened → Defer
  • If removing it doesn't break the core → Defer
  • If it adds a new abstraction layer "for flexibility" → Drop unless proven needed
  • If current code already handles it partially → Keep (finish, don't redo)

Read the full file on GitHub · 98 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 98 lines · 72 tokens per session scan A d9bf78b3771f

Subscribe to this mod's changes

slim-down is a skill published in the GitHub repository thaitype/chief (59 stars, last pushed today), licensed MIT. It adds 72 tokens to every session and 950 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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