context-engine
Skill0 starsChanged 27 days agoApache-2.0View on GitHub
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. Use when starting any C-suite advisor session, when context looks stale or missing, or before sending company data to an external service.
9 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- relote-com/omarchy-context-enginetheir own version, first seen Nov 8, 2026
- Context-Engine-AI/Context-Enginetheir own version, first seen Oct 25, 2026
- teachskillofskills-ai/DigitalMarketingPro-techshutheir own version, first seen Oct 11, 2026
- m1rl0k/Context-Enginetheir own version, first seen Oct 8, 2026
- 2867203296/hermes-agenttheir own version, first seen Aug 19, 2026
- Hassaan146/claude-skillsword for word, first seen Jul 25, 2026
Used with
Projects with it also use ai-act-readiness, c-level-agents and 5 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Hussain-ElfalahSkillai-act-readiness
Also in 3 projects that use this
Hussain-ElfalahSkillc-level-agents
Also in 3 projects that use this
- +5 more from Hussain-Elfalah
Other versions9 projects use a version of this.
Word for word · 2
- Hassaan146/claude-skills★ 18100% same
- mahiunfiltered/claude-code-skills★ 1100% same
Edited · 1
- Hussain-Elfalah/Agentic-Skills★ 278% same
Wrote their own version · 6
- indranilbanerjee/digital-marketing-pro★ 934same name
- Context-Engine-AI/Context-Engine★ 400same name
- relote-com/omarchy-context-engine★ 4same name
- m1rl0k/Context-Engine★ 3same name
- 2867203296/hermes-agent★ 0same name
- teachskillofskills-ai/DigitalMarketingPro-techshu★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 5 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 29
Step 2 — Check staleness: Read Last updated field.
- Very specific: line 32
If continue: load with [STALE — last updated DATE] noted internally.
- Distinctive: line 34
Step 3 — Parse into working memory: Always active:
- Distinctive: line 55
If Low: *"My context is [stale/incomplete] — I'm assuming [X].
- Distinctive: line 68
If yes: append to the relevant dimension, update timestamp.
- Distinctive: line 70
Never silently overwrite: Always confirm before modifying the context file.
- Distinctive: line 105
Missing financials: Use stage + team size to infer.
“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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: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:update), or continue with what I have?"
- If continue: load with
[STALE — last updated DATE]noted internally.
- If continue: load with
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
| Condition | Confidence | Action |
| < 30 days, full interview | High | Use directly |
| 30–90 days, update done | Medium | Use, flag what may have changed |
| > 90 days | Low | Flag stale, prompt refresh |
| Key fields missing | Low | Ask in-session |
| No file | None | Prompt /cs: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:
- Note internally:
[CONTEXT UPDATE: {what was learned}] - At session end: "I picked up a few things to add to your context. Want me to update the file?"
- 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 listMissing 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
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

