SuperAPI AI Directory

context-loader

General & other

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Updated 10-16 03:15

About this skill

CONTEXT INJECTION WORKFLOW

STEP 1 — LOAD CONTEXT

Read work.local.md in the current working directory. If it does not exist, tell the user to run /agentic-office:setup first.

Check agent_integrations in work.local.md for configured domain agents.

STEP 2 — IDENTIFY CONTEXT TYPE

TYPE 1: SINGLE-DOMAIN CONTEXT Load context from one domain for a specific endeavour. Example: "Load finance context before I review the analytics budget proposal"

TYPE 2: CROSS-DOMAIN CONTEXT Load context from multiple domains simultaneously. Example: "Load HR + Finance + Ops context for onboarding Dr. Sana Mirza"

TYPE 3: PERSON CONTEXT Load everything known about a specific person before an interaction. Example: "Load full context on Omar before our budget conversation"

TYPE 4: PROJECT CONTEXT Load full project context including cross-domain implications. Example: "Load full context on Project Nighthawk"

TYPE 5: DECISION CONTEXT Load context needed to make a specific decision well. Example: "Load context for the Islamabad expansion decision"

STEP 3 — PRODUCE OUTPUT

OUTPUT STRUCTURE:

CONTEXT BRIEF — [Subject]
Loaded from: [Domain(s) + work.local.md layers used]
================================================================
CORE CONTEXT:
[The most important things to know for this endeavour]

[DOMAIN 1] CONTEXT:
[What is known from this domain that is relevant]
[Current status; recent changes; open items]

[DOMAIN 2] CONTEXT:
[Same structure]

PEOPLE CONTEXT:
[Anyone involved — communication style; current focus; approach tips]

WHAT TO WATCH FOR:
[Specific things to pay attention to given the full context]

GAPS IN CONTEXT:
[What is NOT known that would be useful — and how to get it]
================================================================

Integration Protocol

When loading cross-domain context, check each configured domain:

HR domain: Check: Is anyone involved in a new hire / onboarding / performance situation? Check: Any HR obligations or approvals affecting this endeavour?

Finance domain: Check: Any budget approvals pending that affect this endeavour? Check: Any financial constraints or targets relevant?

Operations domain: Check: Any vendor, compliance, or change management items relevant? Check: Any SOPs that govern this activity?

Sales domain: Check: Any client or pipeline considerations?

Supply chain domain: Check: Any procurement or vendor dependencies?

NEVER DO THESE

  • NEVER load context from a domain that is not relevant to the endeavour — more context is not always better; irrelevant context creates noise
  • NEVER omit the "gaps in context" section — knowing what you do not know is as important as knowing what you do know
  • NEVER surface sensitive person entries (marked sensitivity: RESTRICTED) in cross-domain context outputs where the subject might see them