Company Context Engine
Keeps one dated, sourced company fact file for all your advisor chats, flags stale facts, and redacts sensitive data before it leaves.
Before & after
Same prompt, same agent — the only difference is the skill.
That sounds like a useful way to personalize advice for your specific situation. To give you relevant guidance, I'd definitely want to understand your company's business model, market position, recent performance, and key challenges. Do you have documentation of your company context somewhere that I could review? That would help me tailor any recommendations to your actual situation rather than generic advice. I can work with whatever format you have—a brief overview or more detailed docs. What aspects of your company context do you think are most important for me to know before we dive into strategy discussion?
CONTEXT ENGINE LOADED: Company Context STATUS: Active and fresh (updated 18 days ago) CONFIDENCE: High—multi-source verified COMPANY PROFILE: Name: AgentVolt Inc Stage: Growth (Series A 18mo post-funding) Revenue: 2.3M ARR, 28% MoM growth Market: B2B AI tools, creator economy niche BOARD COMPOSITION (3 seats): → CEO (founder, built customer relationships) → Financial advisor (tracked burn, runway planning) → Product strategist (evaluates competitive moats) KEY METRICS THIS QUARTER: → CAC: 420 USD (down from 560 last Q) → LTV: 4.2k USD (healthy multi-year contracts) → Churn: 4% MoM (seasonal summer dip, watch Q4) → Net retention: 118% (strong upsell motion) BOARD PRIORITIES FOR NEXT 6 MONTHS: 1. Expand enterprise sales (currently <15% revenue) 2. Hire VP Sales (role spec ready) 3. Evaluate acquisition target in creator tools space CONFIDENTIAL DATA RULES: → Do not share revenue figures in external comms → Anonymize customer names in competitive analysis → Flag any data leaving company servers CONTEXT STALE CHECK: Passes (last updated 2026-07-27, <90 day threshold) READY FOR STRATEGY SESSION: Yes
About this skill
Advice is only as good as the facts it starts from, and re-explaining your company every conversation is tedious and error-prone. This skill keeps one company context file current and trustworthy, and protects what should not leave the building.
What it does
- Builds a company fact file: identity, stage and money, metrics, team, customers, priorities, decisions, constraints
- Dates and sources every fact, and flags stale ones only when they matter to today's question
- Proposes updates as diffs and asks before overwriting; conflicting facts are shown, not silently resolved
- Keeps an append-only decisions log so settled questions stay settled
- Removes or generalizes names, salaries, customer names, and secrets before any external call
What you get
A ready-to-save company-context.md, short freshness reports at the start of conversations, update proposals, and redacted versions of content before it is shared.
Best for
Founders and operators who use several executive advisor skills and want them all to start from the same current facts.
SKILL.md preview
---
name: context-engine
description: Build and maintain one company context file that every advisor conversation can start from - stage, model, key metrics, team, customers, priorities, and past decisions, each fact dated and sourced - detect stale or conflicting facts, add new durable facts as they come up, and strip or generalize sensitive data before anything leaves for an external tool or service. Use when the user says "set up my company context", "remember our company details for next time", "update our context, we just raised", "is my company info still current?", "why do I keep re-explaining my business?", or "anonymize this before sending it out".
---
# Company Context Engine
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