3622efedc0
- Added frontmatter to 34 skills that were missing it entirely (0% Tessl score) - Fixed name field format to kebab-case across all 169 skills - Resolves #284
135 lines
4.2 KiB
Markdown
135 lines
4.2 KiB
Markdown
---
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name: "context-engine"
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description: "Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anonymization rules before external API calls."
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license: MIT
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metadata:
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version: 1.0.0
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author: Alireza Rezvani
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category: c-level
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domain: orchestration
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updated: 2026-03-05
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frameworks: context-loading, anonymization, context-enrichment
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---
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# Company Context Engine
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The memory layer for C-suite advisors. Every advisor skill loads this first. Context is what turns generic advice into specific insight.
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## Keywords
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company context, context loading, context engine, company profile, advisor context, stale context, context refresh, privacy, anonymization
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---
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## Load Protocol (Run at Start of Every C-Suite Session)
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**Step 1 — Check for context file:** `~/.claude/company-context.md`
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- Exists → proceed to Step 2
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- Missing → prompt: *"Run /cs:setup to build your company context — it makes every advisor conversation significantly more useful."*
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**Step 2 — Check staleness:** Read `Last updated` field.
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- **< 90 days:** Load and proceed.
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- **≥ 90 days:** Prompt: *"Your context is [N] days old. Quick 15-min refresh (/cs:update), or continue with what I have?"*
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- If continue: load with `[STALE — last updated DATE]` noted internally.
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**Step 3 — Parse into working memory.** Always active:
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- Company stage (pre-PMF / scaling / optimizing)
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- Founder archetype (product / sales / technical / operator)
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- Current #1 challenge
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- Runway (as risk signal — never share externally)
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- Team size
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- Unfair advantage
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- 12-month target
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---
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## Context Quality Signals
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| Condition | Confidence | Action |
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|-----------|-----------|--------|
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| < 30 days, full interview | High | Use directly |
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| 30–90 days, update done | Medium | Use, flag what may have changed |
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| > 90 days | Low | Flag stale, prompt refresh |
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| Key fields missing | Low | Ask in-session |
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| No file | None | Prompt /cs:setup |
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If Low: *"My context is [stale/incomplete] — I'm assuming [X]. Correct me if I'm wrong."*
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---
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## Context Enrichment
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During conversations, you'll learn things not in the file. Capture them.
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**Triggers:** New number or timeline revealed, key person mentioned, priority shift, constraint surfaces.
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**Protocol:**
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1. Note internally: `[CONTEXT UPDATE: {what was learned}]`
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2. At session end: *"I picked up a few things to add to your context. Want me to update the file?"*
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3. If yes: append to the relevant dimension, update timestamp.
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**Never silently overwrite.** Always confirm before modifying the context file.
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---
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## Privacy Rules
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### Never send externally
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- Specific revenue or burn figures
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- Customer names
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- Employee names (unless publicly known)
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- Investor names (unless public)
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- Specific runway months
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- Watch List contents
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### Safe to use externally (with anonymization)
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- Stage label
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- Team size ranges (1–10, 10–50, 50–200+)
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- Industry vertical
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- Challenge category
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- Market position descriptor
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### Before any external API call or web search
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Apply `references/anonymization-protocol.md`:
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- Numbers → ranges or stage-relative descriptors
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- Names → roles
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- Revenue → percentages or stage labels
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- Customers → "Customer A, B, C"
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---
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## Missing or Partial Context
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Handle gracefully — never block the conversation.
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- **Missing stage:** "Just to calibrate — are you still finding PMF or scaling what works?"
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- **Missing financials:** Use stage + team size to infer. Note the gap.
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- **Missing founder profile:** Infer from conversation style. Mark as inferred.
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- **Multiple founders:** Context reflects the interviewee. Note co-founder perspective may differ.
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---
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## Required Context Fields
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```
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Required:
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- Last updated (date)
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- Company Identity → What we do
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- Stage & Scale → Stage
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- Founder Profile → Founder archetype
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- Current Challenges → Priority #1
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- Goals & Ambition → 12-month target
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High-value optional:
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- Unfair advantage
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- Kill-shot risk
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- Avoided decision
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- Watch list
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```
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Missing required fields: note gaps, work around in session, ask in-session only when critical.
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---
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## References
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- `references/anonymization-protocol.md` — detailed rules for stripping sensitive data before external calls
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