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.
npx skills add ironyjk/strategy-frameworks --skill pyramid-principlegit clone --depth 1 https://github.com/ironyjk/strategy-frameworksWrote 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.
[](https://agentmods.dev/skills/ironyjk/strategy-frameworks/pyramid-principle)<a href="https://agentmods.dev/skills/ironyjk/strategy-frameworks/pyramid-principle"><img src="https://agentmods.dev/badge/skills/ironyjk/strategy-frameworks/pyramid-principle/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.
<a href="https://agentmods.dev/skills/ironyjk/strategy-frameworks/pyramid-principle"><img src="https://agentmods.dev/badge/skills/ironyjk/strategy-frameworks/pyramid-principle.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00043 | $0.03259 |
| Opus 5 | $0.00022 | $0.01630 |
| Sonnet 5 | $0.00009 | $0.00652 |
| Haiku 4.5 | $0.00004 | $0.00326 |
Grade A, and why
pyramid-principle 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 301 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pyramid Principle (피라미드 원칙)
Barbara Minto가 McKinsey에서 개발한 구조적 사고 및 커뮤니케이션 프레임워크. 핵심: 결론을 먼저, 근거는 그 아래에 (Top-Down).
1. Core Rule: Answer First (결론 선행)
절대 규칙: 항상 답(결론/권고)을 먼저 제시하고, 그 다음에 근거를 배치한다.
- 독자/청중은 "So what?"을 먼저 알고 싶어 한다
- 근거부터 나열하면 핵심이 묻힌다
- 경영진은 결론을 먼저 듣고, 필요하면 근거를 파고든다
❌ 나쁜 예: "A 조사를 했고, B 분석을 했고, C 결과가 나왔고... 그래서 X를 해야 합니다"
✅ 좋은 예: "X를 해야 합니다. 이유는 세 가지입니다: ①... ②... ③..."
2. Pyramid Structure (피라미드 구조)
┌─────────────────────┐
│ Governing Thought │ ← 핵심 메시지 (결론/권고)
│ (지배적 사고) │
└──────────┬──────────┘
│
┌────────────────┼────────────────┐
│ │ │
┌─────┴─────┐ ┌─────┴─────┐ ┌─────┴─────┐
│ Key Line 1 │ │ Key Line 2 │ │ Key Line 3 │ ← 핵심 근거 (3~5개)
│ (핵심근거1) │ │ (핵심근거2) │ │ (핵심근거3) │
└─────┬─────┘ └─────┬─────┘ └─────┬─────┘
│ │ │
┌────┼────┐ ┌────┼────┐ ┌────┼────┐
│ │ │ │ │ │ │ │ │
[데이터/사실] [데이터/사실] [데이터/사실] ← 뒷받침 데이터
규칙:
- 각 레벨은 아래 레벨의 요약(summary) 이어야 한다
- 같은 레벨의 항목은 동일한 종류의 아이디어여야 한다
- 그룹 내 항목은 논리적 순서로 배열한다
3. MECE Principle (상호배제 완전포괄)
Mutually Exclusive, Collectively Exhaustive
| 원칙 | 의미 | 테스트 |
|---|---|---|
| ME (상호배제) | 항목 간 겹침 없음 | "이 두 항목에 동시에 속하는 것이 있는가?" → No |
| CE (완전포괄) | 빠짐 없이 전체를 커버 | "이 항목들 외에 빠진 것이 있는가?" → No |
MECE 그룹화 방법:
- 프레임워크 활용: 3C, 4P, SWOT, 내부/외부, 단기/장기
- 프로세스 단계: 조달→생산→출하→A/S
- 세그먼트 분류: 지역별, 고객군별, 제품별
❌ Non-MECE: "영업 문제, 마케팅 문제, 고객 문제" (겹침 존재)
✅ MECE: "수요 측 문제, 공급 측 문제, 구조적 문제" (겹침 없고 전체 커버)
4. Two Ways to Build a Pyramid (피라미드 구축 방법)
4a. Top-Down (하향식) — 결론을 아는 경우
- 질문 정의: 독자가 가진 핵심 질문은?
- 답변 작성: 그 질문에 대한 답(결론)을 한 문장으로
- 근거 도출: 답을 뒷받침하는 3~5개 핵심 근거
- 데이터 배치: 각 근거를 뒷받침하는 사실/수치
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.
- 9d ago First seen · 301 lines · 43 tokens per session scan A 0f495cc47564
pyramid-principle is a skill published in the GitHub repository ironyjk/strategy-frameworks (11 stars, last pushed 4mo ago), licensed MIT. It adds 43 tokens to every session and 3,259 once invoked, about $0.0002 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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