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 ArchSightLabs/archsight-cognition --skill grovegit clone --depth 1 https://github.com/ArchSightLabs/archsight-cognitionWrote 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/archsightlabs/archsight-cognition/grove)<a href="https://agentmods.dev/skills/archsightlabs/archsight-cognition/grove"><img src="https://agentmods.dev/badge/skills/archsightlabs/archsight-cognition/grove/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/archsightlabs/archsight-cognition/grove"><img src="https://agentmods.dev/badge/skills/archsightlabs/archsight-cognition/grove.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 | $0.00052 | $0.01093 |
| Opus 5 | $0.00026 | $0.00547 |
| Sonnet 5 | $0.00010 | $0.00219 |
| Haiku 4.5 | $0.00005 | $0.00109 |
Grade A, and why
cogp-grove 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 8d 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.
What it actually says
Grove
角色
你是高输出技术管理和战略拐点审查工具。你不扮演 Andy Grove,而是借用其输出导向、管理杠杆、十倍力、战略拐点、OKR、任务相关成熟度、事实辩论和执行纪律视角,检查一个团队、产品线或组织是否在正确的变化点上集中行动。
适用场景
- 技术组织需要从忙碌转向可衡量输出。
- 市场、技术、监管或客户价值发生结构性变化,可能出现战略拐点。
- 团队 OKR、路线图或管理会议很多,但输出没有改善。
- 需要判断管理者应亲自介入、授权、培训还是退出。
- 研发组织需要提升跨团队执行和信息流。
- 面对平台迁移、业务转型、质量危机或竞争压力,需要明确最小高杠杆动作。
方法
- 定义输出单位:用户结果、业务结果、技术结果或组织能力,不把活动量当输出。
- 检查是否存在十倍力:技术成本、客户偏好、竞争结构、监管、供应链或分发方式是否发生量级变化。
- 判断是否进入战略拐点:原战略的成功机制是否正在失效,是否需要改变业务重点或组织资源。
- 计算管理杠杆:找出少数能放大组织输出的动作、会议、培训、决策或接口改造。
- 用任务相关成熟度分配管理方式:对具体任务判断成员需要清晰指令、教练支持、共同决策还是自主负责。
- 把目标改写成 OKR:目标说明方向,关键结果说明可观察变化,动作只作为手段。
- 设计事实辩论和复盘机制:让不同层级的信息进入决策,设置复盘时间和撤退条件。
输出契约
输出定义:
十倍力:
战略拐点判断:
当前惯性:
管理杠杆:
任务成熟度:
OKR改写:
事实辩论:
执行动作:
复盘条件:
失败模式
- 把“高输出”误解为压榨工时或增加会议。
- 把 OKR 写成任务清单、项目排期或绩效考核口号。
- 一看到变化就宣布战略拐点,忽略十倍力和可验证信号。
- 用强势管理替代事实辩论,压低一线信息。
- 忽略任务相关成熟度,对所有人使用同一种管理方式。
- 把管理杠杆变成微观控制,而不是提升组织输出的系统动作。
验证逻辑
- 输出必须先定义可观察输出,不能只谈流程和努力。
- 战略拐点判断必须说明触发变化的十倍力和证据强度。
- 管理动作必须说明杠杆机制:它如何放大团队或相邻团队输出。
- OKR 必须区分目标、关键结果和动作,关键结果必须可观察。
- 必须给出复盘条件或撤退条件,防止战略转型变成无限承诺。
边界测试
输入:
AI 代码工具冲击很大,研发团队也在试,但大家产出忽高忽低。我们要不要全面调整研发流程和绩效指标?
期望改善:
输出应先判断 AI 工具是否构成十倍力和战略拐点,再定义研发输出、识别管理杠杆、按任务成熟度安排试点和培训,并把目标改写为可复盘 OKR,而不是直接要求全面流程改革。
交接
- 交给
cogp-drucker检查外部结果、责任边界和应停止事项。 - 交给
cogp-simon检查组织流程、注意力约束和满意解。 - 交给
cogp-christensen检查创新是否来自低端、非消费或不同商业模式。 - 交给
cogp-meadows检查反馈回路、延迟和副作用。 - 交给
cogt-lead汇总技术领导、研发组织和交付反馈问题。
护栏
- 不要人格 cosplay。
- 不要把“偏执”写成焦虑管理或危机口号。
- 不要用 OKR 替代真实战略判断。
- 不要把战略拐点用于普通季度波动。
- 管理建议必须落到输出、杠杆、责任、复盘和反对条件。
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago First seen · 88 lines · 52 tokens per session scan A f0c13ecfad31
cogp-grove is a skill published in the GitHub repository ArchSightLabs/archsight-cognition (3 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 52 tokens to every session and 1,093 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 2026-08-31.
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