stelow-product-scope-mapping

stelow-product-scope-mapping is a skill for Claude Code from calionauta/stelow. It costs 63 tokens per session (1,649 once invoked), scanned A, original, MIT.

A planning method that turns an approved product proposal, technical plan, or codebase description into a small set of delivery scopes. Each scope defines its outcome, boundaries, dependencies, and open questions.

In plain words
What is it for?
It helps map outcomes into vertical work areas, define what belongs inside or outside each area, record dependencies, and check that the plan has no circular dependencies.
Why use it?
It prevents work from being split into unclear or overlapping pieces and makes missing evidence and decisions visible before execution begins.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit It helps map outcomes into vertical work areas, define what belongs inside or outside each area, record dependencies, and check that the plan has no circular dependencies.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/calionauta/stelow/stelow-product-scope-mapping
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.

Any agent
npx skills add calionauta/stelow --skill stelow-product-scope-mapping
Clone the repo
git clone --depth 1 https://github.com/calionauta/stelow

Made for: Claude Code.

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 stelow-product-scope-mapping

README.md
[![agentmods](https://agentmods.dev/badge/skills/calionauta/stelow/stelow-product-scope-mapping/github.svg)](https://agentmods.dev/skills/calionauta/stelow/stelow-product-scope-mapping)
Your own site
<a href="https://agentmods.dev/skills/calionauta/stelow/stelow-product-scope-mapping"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-product-scope-mapping/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for stelow-product-scope-mapping

Your own site · 80×15
<a href="https://agentmods.dev/skills/calionauta/stelow/stelow-product-scope-mapping"><img src="https://agentmods.dev/badge/skills/calionauta/stelow/stelow-product-scope-mapping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,649 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.
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 $0.00063 $0.01649
Opus 5.5 $0.00025 $0.00660
Sonnet 5.5 $0.00013 $0.00330
Haiku 4.5 $0.00006 $0.00165

Measured 14d ago against content hash e641543f59da, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

stelow-product-scope-mapping 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 14d 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/stelow-product-scope-mapping/SKILL.md · 167 lines

How it starts

The opening of the file, as written. The whole thing — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scope Mapping

Use this skill to turn an approved product proposal, technical plan, or codebase context into a small set of coherent delivery scopes.

The method is product planning: it discovers the boundaries of the work and makes uncertainty visible. It does not create execution tasks, choose a runner, or silently change an approved Shape.

Required input

Use the available proposal, spec, codebase context, and constraints. If the request is not approved for Scope, stop at the current lifecycle boundary and name the missing gate.

Record the input sources before generating scopes. Do not invent product authority, evidence, or approval.

Brownfield input (codebase exists)

Ground scopes in the code before drawing boundaries:

  • cymbal structure --json — entry points and packages the map must respect;
  • sem entities --json — domain symbols that anchor IN/OUT items;
  • ripwire --exemplar "<outcome>" (or --lego <Iface> for a known interface) — reuse-first: imitate the existing block instead of inventing a parallel one.

Record these sources alongside the proposal before generating scopes.

Method

  1. Restate the decision the map must support.
  2. Identify the user-visible or operational outcome of the work.
  3. Split the outcome into vertical scopes that can each deliver a coherent result.
  4. Give every scope a stable ID, outcome, IN items, OUT items, capabilities, and dependencies.
  5. Mark open decisions and evidence gaps explicitly.
  6. Check that the graph is acyclic and that no scope silently owns another scope's boundary.
  7. If a narrow bugfix or mechanical refactor needs no full map, emit a one-scope plan and record why the full map is unnecessary.

Preview mode (draft for the product gate)

Run with mode: preview when the decision-maker needs to SEE the division before approving anything — typically ahead of the product gate review:

  • Single pass, no parallel scouts, no approval. Read the shaped proposal (approved or not) and emit tentative names, outcomes, and dependencies only. Capabilities and evidence stay explicitly marked as unharvested.
  • Write scope-map-draft.json (same contract as the map, status: "draft") plus a readable draft companion (scope names + one-line outcomes + counts, never the full evidence tables).
  • A draft from an unapproved spec is explicitly allowed here and ONLY here: it illustrates the division, it commits to nothing, and it must never be promoted without re-validation once the spec is approved.
  • The gate review renders the draft read-only in a draft tone. Nobody edits the draft at the gate; feedback lands as review annotations, which the scope stage reconciles.

Read the full file on GitHub · 167 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. 14d ago Changed · +49 lines e641543f59da
  2. 1mo ago Changed · +29 lines 1f39b8798401
  3. 1mo ago Changed · +18 lines da1a1bed68cc
  4. 1mo ago First seen · 71 lines · 63 tokens per session scan A c594cf4c7724

Subscribe to this mod's changes

stelow-product-scope-mapping is a skill published in the GitHub repository calionauta/stelow (14 stars, last pushed 9d ago), licensed MIT. It adds 63 tokens to every session and 1,649 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-26.

Related

stelow-product-scope-mapping compared with skills from other repositories

stelow-product-scope-mapping next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
stelow-product-scope-mappingcalionauta/stelowSkill149d agoMITA63Claude Code
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code