prioritization

prioritization is a skill for Claude Code, Codex from Adelie-Squad/solosquad. It costs 50 tokens per session (883 once invoked), scanned A, original, MIT.

A guide for comparing nine prioritization frameworks, including RICE, ICE, Kano, MoSCoW, and value-versus-effort, then selecting one for the situation.

In plain words
What is it for?
It helps rank features, choose release scope, identify quick wins, compare business and technical criteria, and account for urgency or delivery cost.
Why use it?
It replaces a one-size-fits-all ranking method with a framework suited to the number of options and the decision being made.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

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/adelie-squad/solosquad/prioritization
Any agent
npx skills add Adelie-Squad/solosquad --skill prioritization
Clone the repo
git clone --depth 1 https://github.com/Adelie-Squad/solosquad

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 prioritization

README.md
[![agentmods](https://agentmods.dev/badge/skills/adelie-squad/solosquad/prioritization.svg)](https://agentmods.dev/skills/adelie-squad/solosquad/prioritization)
Your own site
<a href="https://agentmods.dev/skills/adelie-squad/solosquad/prioritization"><img src="https://agentmods.dev/badge/skills/adelie-squad/solosquad/prioritization.svg" alt="Measured on agentmods" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 883 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 5.1 $0.00050 $0.00883
Opus 5 $0.00025 $0.00441
Sonnet 5 $0.00010 $0.00177
Haiku 4.5 $0.00005 $0.00088

Measured 6d ago against content hash 307329795e63, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

prioritization 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 6d 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/prioritization/SKILL.md · 96 lines

What it actually says

Prioritization Skill

9 Framework 매트릭스

Framework 형식 적용 컨텍스트
RICE (Reach × Impact × Confidence) / Effort 분기 로드맵, 기능 우선순위
ICE (Impact + Confidence + Ease) / 3 빠른 직관 비교, ≤10 후보
Kano Must-have / Performance / Excitement / Indifferent / Reverse 신규 기능 분류
Opportunity Score Importance × (1 - Satisfaction) Discovery 단계, unmet need
MoSCoW Must / Should / Could / Won't Release 단위 분류
Weighted Σ (weight × score) 다기준 의사결정 (technical + business)
Eisenhower Urgent × Important 2×2 Solo founder 일정
Value vs Effort 2×2 matrix quick wins 식별
Cost of Delay $$ / week 의존성 / 시간민감 작업

Framework 선택 가이드 (post-labeling)

PM 이 후보 framework 를 직접 처방하지 않고, 컨텍스트에서 어떤 분류가 자연스러운지 식별:

  • 후보가 N≥20 → RICE
  • 후보가 N≤10 + 빠른 비교 → ICE
  • discovery 단계, unmet need 발굴 → Opportunity Score
  • release scope 결정 → MoSCoW
  • 신규 vs 기존 mix → Kano
  • 시간 민감 / 의존성 → Cost of Delay

계산 예시 (RICE)

candidates:
  - title: "feature A"
    reach: 1000        # 분기 영향 사용자 수
    impact: 2          # 0.25 / 0.5 / 1 / 2 / 3 scale
    confidence: 0.7    # 0-1
    effort: 2          # person-month
    rice_score: 700    # (1000 * 2 * 0.7) / 2

  - title: "feature B"
    reach: 500
    impact: 3
    confidence: 0.5
    effort: 1
    rice_score: 750

출력

{
  "framework_used": "RICE",
  "framework_rationale": "후보 23개 → RICE 적합",
  "ranked": [
    { "id": "feature-B", "score": 750, "rank": 1 },
    { "id": "feature-A", "score": 700, "rank": 2 }
  ],
  "recommended": ["feature-B"],
  "deferred": ["feature-X"]
}

Anti-Sycophancy

  • ❌ "feature B 가 더 좋아 보입니다"
  • ✅ "feature B 가 RICE 750 으로 1위. effort < 2 인 조건에서. effort 가 1.5 이상으로 재추정되면 feature A 가 1위로 역전."

Reference

  • phuryn/pm-skills/pm-execution/prioritization-frameworks (9 framework)
  • Intercom RICE framework
  • Kano model
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. 6d ago First seen · 96 lines · 50 tokens per session scan A 307329795e63

Subscribe to this mod's changes

prioritization is a skill published in the GitHub repository Adelie-Squad/solosquad (19 stars, last pushed 15d ago), licensed MIT. It adds 50 tokens to every session and 883 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.

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