aop-product-planner

aop-product-planner is a skill for Claude Code, Codex from cafe3310/public-agent-skills. It costs 69 tokens per session (2,969 once invoked), scanned A, original, Apache-2.0.

A product-planning method that turns a broad goal into organized ideas, requirements, dependencies, and priorities. It is intended for software products and complex digital systems.

In plain words
What is it for?
Use it to define product boundaries, group ideas, create development tickets, map dependencies, and build a prioritized roadmap.
Why use it?
It helps when goals are unclear, features are mixed together, or the order and dependencies of the work are uncertain.

Skill for Claude CodeCodex

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

Good fit Use it to define product boundaries, group ideas, create development tickets, map dependencies, and build a prioritized roadmap.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cafe3310/public-agent-skills/aop-product-planner
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 cafe3310/public-agent-skills --skill aop-product-planner
Clone the repo
git clone --depth 1 https://github.com/cafe3310/public-agent-skills

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 aop-product-planner

README.md
[![agentmods](https://agentmods.dev/badge/skills/cafe3310/public-agent-skills/aop-product-planner/github.svg)](https://agentmods.dev/skills/cafe3310/public-agent-skills/aop-product-planner)
Your own site
<a href="https://agentmods.dev/skills/cafe3310/public-agent-skills/aop-product-planner"><img src="https://agentmods.dev/badge/skills/cafe3310/public-agent-skills/aop-product-planner/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 aop-product-planner

Your own site · 80×15
<a href="https://agentmods.dev/skills/cafe3310/public-agent-skills/aop-product-planner"><img src="https://agentmods.dev/badge/skills/cafe3310/public-agent-skills/aop-product-planner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,969 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 $0.00069 $0.02969
Opus 5.5 $0.00028 $0.01188
Sonnet 5.5 $0.00014 $0.00594
Haiku 4.5 $0.00007 $0.00297

Measured 2d ago against content hash a8a41c1f2572, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aop-product-planner 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 2d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/compile_mesh_dashboard.py, scripts/extract_and_audit_mesh.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/aop-product-planner/SKILL.md · 139 lines

How it starts

The opening of the file, as written. The whole thing — 139 lines — stays where its author put it; the contents beside it link to each section on GitHub.

aop-product-planner (面向切面的产品策划与需求架构器)

技能描述

本技能提供了一套结构化、泛化、可复用的产品工程策划与需求整理范式。适用于复杂系统、软件产品及数字化平台的平台级架构策划与需求拆解。

核心解决产品设计中“目标模糊、功能混杂、大词滥用、依赖不清”的常见问题。通过**“目标叙事 -> AOP 切面划分 -> Idea 归流与边界确定 -> 需求 Tickets 与依赖拓扑 -> 优先级 Roadmap”**的 5 个阶段流程,将模糊的想法演进为明确的研发实施方案。


依赖技能

  • content-tone-adjuster:本技能强制依赖 content-tone-adjuster(选择学术研究风/去大词模式),以确保在策划全流程中彻底剔除营销化口号与夸张修辞,保持朴素、中立、客观的研究向语气。

📅 工作流使用时机与项目生命周期 (When to Use)

本技能的 5 个工作流(Workflow)按照项目的不同发展阶段与生命周期节奏执行:

                    SKILL: aop-product-planner 工作流 (7 阶段架构)
┌─────────────────────────────────────────────────────────────────┐
│ 1. 大型规划初期 (Initial Project Planning Phase)                 │
│    执行:阶段 1 (目标叙事) -> 阶段 2 (切面大网)                  │
│    目标:先对齐项目底层原则、平实叙事与三层 AOP 切面架构拓扑         │
└─────────────────────────────────────────────────────────────────┘
                                 │
                                 ▼ (在 阶段1 和 阶段2 达成初步共识后)
┌─────────────────────────────────────────────────────────────────┐
│ 2. 持续迭代与需求开发期 (Continuous Loop Iteration Phase)       │
│    持续、反复、Loop 式地循环执行:                              │
│    ┌──────────────────────────────────────────────────────┐     │
│    │ 阶段 3 (Idea吸收与边界确定)                          │     │
│    │    └─► 阶段 4 (需求列表与依赖拓扑设计)                │     │
│    │         └─► 阶段 5 (基于用户输入的优先级与 Roadmap)    │     │
│    │              └─► 阶段 6 (6维复杂度与周期成本建模)     │     │
│    │                   └─► 阶段 7 (网页预览与勾选计算器)  │     │
│    │                        └─► (反复 Loop 回到阶段 3)    │     │
│    └──────────────────────────────────────────────────────┘     │
│    目标:持续吸收想法,确定界限,评估 6 维复杂度并编译网页面板   │
└─────────────────────────────────────────────────────────────────┘

具体阶段触发时机说明:

  • 阶段 1:目标与叙事定义 (Goal & Narrative Alignment)
    • 何时使用:项目/大规划立项极早期。
    • 作用:设立核心评估准则(杜绝数据刷分),撰写平实客观的故事背景与定位分析,统一去大词语调。
  • 阶段 2:AOP 切面大网划分 (Aspect Network Categorization)
    • 何时使用:项目/大规划立项极早期(紧跟阶段 1)。
    • 作用:搭建系统的 AOP 切面大网(三分层架构),确立“功能点允许跨切面重叠”的基础方法论。
  • 阶段 3:Idea 收集、参考功能记录与切面边界确定 (Inbox Harvesting, Benchmark Logging & Bounds)
    • 何时使用:阶段 1 与 2 完成后,在需求收集或参考产品分析时触发。
    • 作用:记录原始想法与参考产品功能点,归档图片素材并在文档中内嵌;创建功能点文档 (D52-xx),建立与目标产品 AOP 切面的映射表,并通过「包含/不包含」界定切面边界。

Read the full file on GitHub · 139 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. 2d ago First seen · 139 lines · 69 tokens per session scan A a8a41c1f2572

Subscribe to this mod's changes

aop-product-planner is a skill published in the GitHub repository cafe3310/public-agent-skills (256 stars, last pushed yesterday), licensed Apache-2.0. It adds 69 tokens to every session and 2,969 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 2026-11-05.

Related

aop-product-planner compared with skills from other repositories

aop-product-planner next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
aop-product-plannercafe3310/public-agent-skillsSkill256yesterdayApache-2.0A69Claude Code, Codex
expertsflc1125/skillsSkill39yesterdayMITA62Claude Code, Codex
asyncflc1125/skillsSkill39yesterdayMITA52Claude Code, Codex
github-release-pr-writerflc1125/skillsSkill39yesterdayMITA80Claude Code, Codex
yuqueflc1125/skillsSkill39yesterdayMITA72Claude Code, Codex
getnoteflc1125/skillsSkill39yesterdayMITA83Claude Code, Codex
opentelemetry-go-reviewerflc1125/skillsSkill39yesterdayMITA34Claude Code, Codex