# Continuous Calibration, Continuous Development (CCCD)

> Continuous Calibration, Continuous Development (CCCD)

- Skill: `coowoolf/continuous-calibration-continuous-development-cccd` (Agent Skill)
- Install (CLI): `npx skillmds@latest add coowoolf/continuous-calibration-continuous-development-cccd`
- Raw SKILL.md: https://api.skillmd.com/api/skills/coowoolf/continuous-calibration-continuous-development-cccd/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: Coowoolf (https://skillmd.com/u/coowoolf)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/coowoolf/continuous-calibration-continuous-development-cccd

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# Continuous Calibration, Continuous Development (CCCD)

> Continuous Calibration, Continuous Development (CCCD)（持续校准，持续开发 (CCCD)）

## 概述 / Overview

这是一种动态作业模式，它摒弃了僵化的长期规划（如季度 OKR），转而主张高频的目标设定与执行。团队利用极简的共享文档进行每日对齐，并基于实时数据反馈，以双周为周期动态校准产品路线图。

## 来源 / Source

- **嘉宾**: Keith Coleman & Jay Baxter
- **职位**: Product Lead & Founding ML Engineer
- **公司**: Community Notes (X)

## 核心步骤 / Core Steps

1. Assess Reality/Data
2. Set Immediate Milestone
3. Thermal Execution
4. Review Results
5. Recalibrate Goal

## 核心原则 / Core Principles

- Dynamic Goal Setting: Set milestones based on current data, not calendar quarters.
- Thermal Focus: Maintain a small, autonomous team with 100% focus on a single mission.
- Low-Overhead Coordination: Use lightweight tools (e.g., Google Docs) over complex project management software.
- Rapid Recalibration: Pivot priorities immediately when data suggests a better path.

## 适用场景 / When to Use

运作一支小型且高度互信的团队（“热力团队”），应对模糊或快速变化的问题。

## 常见错误 / Common Mistakes

面对新数据仍固守过时的 OKR；放任团队精力分散于多个项目。

## 实战案例 / Real-World Example

Community Notes 团队摒弃了正式的季度规划，通过基于试点数据每周动态调整路线图，成功将一个小规模试点项目扩展为全球级功能。

## 金句 / Quote

> "We set our goals very dynamically... We might change our roadmap multiple times in two weeks based on what we see."