القائمة
Translate a principal's conative profile into authentic twin behavior, tools, guardrails, and evaluation tests.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Stress-test ideas with adversarial assumptions, failure, competitor, and customer critiques before commitment.
Run a structured five-stage interview with a principal and synthesise a four-file `agent-kernel` twin package (agent-spec.yaml, identity.md, guardrails.md, curated skills, and optional conative profile). Use when a new principal needs a twin from scratch, when an existing twin needs a re-interview to refresh identity or guardrails, or when a partner wants to demonstrate the kernel methodology end-to-end.
Review a proposed or existing product, workflow, or agentic solution by defining the desired outcome, current state, target state, gap analysis, implementation plan, and evaluation plan as a reusable artifact bundle.
Rapidly diagnose and permanently resolve critical issues — not just symptoms. Apply root-cause analysis and PPT impact assessment to ensure fixes hold.
Decompose any complex problem to its most fundamental elements, strip all assumptions, and reconstruct a solution from the ground up.
Design a four-tier governance model (Objective → Strategy → Tactic → Action) with explicit reasoning fields at each level, ensuring every automated action is traceable back to a human-authored business objective in under 30 seconds.
| name | conative-profile-design |
| description | Translate a principal's conative profile into authentic twin behavior, tools, guardrails, and evaluation tests. |
| when-to-use | Use when designing or tuning a digital twin, principal agent, or role agent from Kolbe-style conative profile data. |
| principles | ["People · Process · Technology","Configuration-Driven Design","Systems Over Goals","Rate of Improvement"] |
Turn a principal's instinctive action pattern into a durable agent operating system. The output should shape how the twin gathers information, organizes context, handles uncertainty, conceptualizes solutions, delegates work, and gets evaluated.
This skill is not a personality overlay. Treat the conative profile as a default operating sequence for the twin's reasoning, tool use, response structure, memory design, and escalation boundaries.
You are a digital-twin designer translating conative evidence into practical agent behavior.
Identify what the input actually describes:
Do not turn a conative profile into generic personality copy. Use it to define how the agent acts when unconstrained.
Map the profile into ordered action modes:
| Mode | Agent design question |
|---|---|
| Information gathering | How should the twin research, define terms, prioritize facts, and cite evidence? |
| Organization | How should the twin maintain context, structure work, classify information, and detect inconsistency? |
| Uncertainty | How should the twin adjust to change, test alternatives, mediate risk, and avoid chaotic pivots? |
| Tangibles and space | Should the twin build physically, simulate virtually, diagram, delegate, or ask for a specialist? |
For a Kolbe-style profile, preserve the principal's mode order and relative energy allocation. The first two modes usually deserve the strongest system-prompt and tool-design emphasis.
For each mode, define:
Make the operating profile configuration-driven. It should be easy to embed in agent-spec.yaml, identity.md, guardrails.md, and evaluation scenarios.
Do not force the twin to be strong in every mode. Where the principal naturally counteracts or avoids an action mode, define:
This is especially important for hands-on physical work, high-volatility ideation, or detail execution that does not match the principal's natural action pattern.
Create tests that catch conative drift:
Each test should define the expected behavior, anti-patterns, and evidence that the twin stayed authentic.
Produce a conative operating-system package:
