claude-vibe-squad: Skill for Claude Code

.agents/skills/scope-decomposition/SKILL.md

scope-decomposition is a skill for Claude Code, Codex from mtarcure/claude-vibe-squad. It costs 51 tokens per session (1,022 once invoked), scanned A, original, MIT.

A method for breaking a large software task into smaller pieces that can be developed and checked separately. It orders those pieces by dependency and states which files each piece may change or must leave alone.

In plain words
What is it for?
Use it to plan changes spanning several parts of a codebase, define independent deliverables, set exclusions, and create concise checks for each unit of work.
Why use it?
It makes work across multiple modules or teams easier to assign and review. Clear boundaries and pass-or-fail checks reduce missed dependencies and unclear completion criteria.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is mtarcure/claude-vibe-squad's own configuration. It tells Claude Code and Codex how to work on claude-vibe-squad itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything claude-vibe-squad configures →

Reuse

Borrowing it

Nothing to install: this file belongs to mtarcure/claude-vibe-squad. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/mtarcure/claude-vibe-squad/main/.agents/skills/scope-decomposition/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/mtarcure/claude-vibe-squad

Made for: Claude Code, Codex.

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 scope-decomposition

README.md
[![agentmods](https://agentmods.dev/badge/skills/mtarcure/claude-vibe-squad/scope-decomposition.svg)](https://agentmods.dev/skills/mtarcure/claude-vibe-squad/scope-decomposition)
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<a href="https://agentmods.dev/skills/mtarcure/claude-vibe-squad/scope-decomposition"><img src="https://agentmods.dev/badge/skills/mtarcure/claude-vibe-squad/scope-decomposition.svg" alt="Measured on agentmods" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,022 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 5.1 $0.00051 $0.01022
Opus 5 $0.00026 $0.00511
Sonnet 5 $0.00010 $0.00204
Haiku 4.5 $0.00005 $0.00102

Measured 8d ago against content hash 4f51ef9f807d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

scope-decomposition 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 8d 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.

.agents/skills/scope-decomposition/SKILL.md · 50 lines

How it starts

The opening of the file, as written. The whole thing — 50 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scope Decomposition

Break a broad goal into shippable slices, each with its own pass/fail check, its own write set, and named exclusions, so that no unit's "done" depends on work that hasn't happened yet.

When to use

  • An ask is too large to verify in one pass, or its edges are fuzzy ("improve X", "add support for Y").
  • A task will be split across specialists or dispatches and each piece needs an enforceable write scope.
  • A packet's success criteria read as activities ("investigate", "refactor") rather than observable outcomes.

Inputs

  • The operator's stated goal and any constraints (deadline, dependencies, stack).
  • The current state of what the ask touches: files, systems, interfaces — inventoried, not assumed.

Steps

  1. Restate the goal as an observable end-state ("requests to /api authenticate via tokens; unauthenticated requests get 401"), never as activity ("work on auth"). If you cannot, the goal is under-specified — elicit before decomposing (requirements-elicitation).
  2. Inventory the touched surface: list the files, modules, interfaces, and external systems the goal implicates. Mark unknowns explicitly; an unknown surface is a discovery unit, not a silent risk.
  3. Slice along existing seams — module, interface, data boundary — not by activity phase. "All design, then all code, then all tests" ships nothing until the end; a seam-aligned slice lands whole and verifiable.
  4. Make each unit independently verifiable: it has a pass/fail check runnable without the other units existing. A unit whose verification needs a later unit is mis-cut — re-slice or merge.
  5. Bind each unit to an explicit write set: the files whose changes may be integrated. Overlapping write sets between units are a hidden ordering dependency — serialize them, merge them, or re-cut the boundary so the overlap disappears. A packet's write_scope is enforced mechanically at controller integration, not as an action-time worker filesystem boundary.
  6. Name exclusions per unit (OUT: ...). An exclusion left unstated becomes scope creep in whichever unit runs longest. Naming what a unit does NOT do is cheaper than arbitrating drift later.
  7. Order by dependency, then by assumption risk: run first the unit whose failure would invalidate the most downstream slices, so a wrong assumption dies cheaply.
  8. Cap unit size by the one-sentence test: if a unit's verification cannot be stated in one sentence, split it again.

Read the full file on GitHub · 50 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. 8d ago First seen · 50 lines · 51 tokens per session scan A 4f51ef9f807d

Subscribe to this mod's changes

scope-decomposition is a skill published in the GitHub repository mtarcure/claude-vibe-squad (109 stars, last pushed 3d ago), licensed MIT. It adds 51 tokens to every session and 1,022 once invoked, about $0.0003 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.