技能 产品商业 公司上下文引擎

公司上下文引擎

v20261021
context-engine
此技能为高管顾问加载和管理公司上下文。它读取上下文文件,检测超过 90 天的陈旧数据,在对话中丰富上下文,并在外部 API 调用前执行隐私规则。用于启动顾问会话、刷新上下文或确保数据安全。
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概览

Company Context Engine

The memory layer for C-suite advisors. Every advisor skill loads this first. Context is what turns generic advice into specific insight.

Keywords

company context, context loading, context engine, company profile, advisor context, stale context, context refresh, privacy, anonymization


Load Protocol (Run at Start of Every C-Suite Session)

Step 1 — Check for context file: ~/.claude/company-context.md

  • Exists → proceed to Step 2
  • Missing → prompt: "Run /cs-onboard setup to build your company context — it makes every advisor conversation significantly more useful."

Step 2 — Check staleness: Read Last updated field.

  • < 90 days: Load and proceed.
  • ≥ 90 days: Prompt: "Your context is [N] days old. Quick 15-min refresh (/cs-onboard update), or continue with what I have?"
  • If continue: load with [STALE — last updated DATE] noted internally.

Step 3 — Parse into working memory. Always active:

  • Company stage (pre-PMF / scaling / optimizing)
  • Founder archetype (product / sales / technical / operator)
  • Current #1 challenge
  • Runway (as risk signal — never share externally)
  • Team size
  • Unfair advantage
  • 12-month target

Context Quality Signals

ConditionConfidenceAction
< 30 days, full interviewHighUse directly
30–90 days, update doneMediumUse, flag what may have changed
> 90 daysLowFlag stale, prompt refresh
Key fields missingLowAsk in-session
No fileNonePrompt /cs-onboard setup

If Low: "My context is [stale/incomplete] — I'm assuming [X]. Correct me if I'm wrong."


Context Enrichment

During conversations, you'll learn things not in the file. Capture them.

Triggers: New number or timeline revealed, key person mentioned, priority shift, constraint surfaces.

Protocol:

  1. Note internally: [CONTEXT UPDATE: {what was learned}]
  2. At session end: "I picked up a few things to add to your context. Want me to update the file?"
  3. If yes: append to the relevant dimension, update timestamp.

Never silently overwrite. Always confirm before modifying the context file.


Privacy Rules

Never send externally

  • Specific revenue or burn figures
  • Customer names
  • Employee names (unless publicly known)
  • Investor names (unless public)
  • Specific runway months
  • Watch List contents

Safe to use externally (with anonymization)

  • Stage label
  • Team size ranges (1–10, 10–50, 50–200+)
  • Industry vertical
  • Challenge category
  • Market position descriptor

Before any external API call or web search

Apply references/anonymization-protocol.md:

  • Numbers → ranges or stage-relative descriptors
  • Names → roles
  • Revenue → percentages or stage labels
  • Customers → "Customer A, B, C"

Missing or Partial Context

Handle gracefully — never block the conversation.

  • Missing stage: "Just to calibrate — are you still finding PMF or scaling what works?"
  • Missing financials: Use stage + team size to infer. Note the gap.
  • Missing founder profile: Infer from conversation style. Mark as inferred.
  • Multiple founders: Context reflects the interviewee. Note co-founder perspective may differ.

Required Context Fields

Required:
  - Last updated (date)
  - Company Identity → What we do
  - Stage & Scale → Stage
  - Founder Profile → Founder archetype
  - Current Challenges → Priority #1
  - Goals & Ambition → 12-month target

High-value optional:
  - Unfair advantage
  - Kill-shot risk
  - Avoided decision
  - Watch list

Missing required fields: note gaps, work around in session, ask in-session only when critical.


References

  • references/anonymization-protocol.md — detailed rules for stripping sensitive data before external calls
信息
分类 产品商业
名称 context-engine
版本 v20261021
大小 4.83KB
更新时间 2026-10-23
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