| ALL | P0 · All 20 Pillars | Adaptive Adoption Behavioral Index (AABI) | Diagnostic | LIVE | Original — Gibbons 2026 |
| Flagship. 20 pillars, 6 maturity levels, 20-gon radar. |
| CA | P1 · Master the Craft | AI Knowledge Quick Quiz | Diagnostic | LIVE | Original — Gibbons 2026 |
| 12 questions. Quick gateway diagnostic — Know/Do/Build × 4 levels. Lightweight introduction before the full 7-dimension AI Mastery Self-Assessment. |
| CA | P1 · Master the Craft | Team Capability Heatmap | Assessment | PLANNED | Original |
| Manager-facing. Map your team across User→Architect. |
| CA | P1 · Master the Craft | Tool Stack Audit | Canvas | SPECULATIVE | Original |
| What AI tools does your org actually use vs. sanctioned vs. shadow AI? |
| CA | P1 · Master the Craft | Prompt Engineering Maturity Quiz | Quick diagnostic | SPECULATIVE | Original |
| 5-min quiz. Are you copy-pasting or system-prompting? |
| CA | P1 · Master the Craft | AI Learning Concierge | AI tool | SPECULATIVE | Original — Gibbons 2026 |
| Personalized learning plan from vetted sources. |
| CA | P1 · Master the Craft | PKM Maturity Diagnostic | Diagnostic | PLANNED | Original — Gibbons 2026 |
| 6 levels: Chaos → One Box → Linked Thinking → Working Memory → Augmented Intelligence → Institutional Brain. |
| CA | P2 · Embrace Complexity | Cynefin Domain Diagnostic | Diagnostic | LIVE | Snowden & Boone (2007) |
| 7 questions, live quadrant reading, turbulence dial. |
| CA | P2 · Embrace Complexity | Wicked Problem Mapper | Interactive tool | IN DEVELOPMENT | Rittel & Webber (1973) |
| Map interconnected problems, stakeholders, constraints for AI adoption. |
| CA | P2 · Embrace Complexity | Complexity Radar | Canvas | SPECULATIVE | Stacey Matrix + Snowden |
| Where are you pretending it's simple? |
| CA | P2 · Embrace Complexity | Dependency Network Visualizer | Interactive tool | SPECULATIVE | Systems dynamics |
| Map technical + human dependencies. |
| CA | P2 · Embrace Complexity | Sensemaking Diagnostic | Diagnostic | PLANNED | Weick (1995) |
| Surfaces the narratives beneath stated objections. |
| CA | P3 · Consciously Manage Trust | Trust Temperature Check | Quick diagnostic | BUILD NEXT | RIST (Gibbons) abbreviated |
| 5-min team version of RIST. Quick pulse for workshops. |
| CA | P3 · Consciously Manage Trust | Psychological Safety Index | Diagnostic | IN DEVELOPMENT | Edmondson (1999) |
| Reframed for AI: do people feel safe admitting they don't understand the AI? |
| CA | P3 · Consciously Manage Trust | AI Trust Calibration Quick-Check | Quick diagnostic | PLANNED | Original — maps to RIST |
| Over-trusting or under-trusting? 6 questions. |
| CA | P4 · Put People First | Human Flourishing at Work (PERMA) | Diagnostic | LIVE | Seligman (2011) |
| 15 statements across PERMA dimensions. |
| CA | P4 · Put People First | Ikigai Diagnostic | Diagnostic | LIVE | Japanese tradition — Gibbons |
| 12 statements. Love/Good At/World Needs/Paid For. |
| CA | P4 · Put People First | Change Impact Assessment | Canvas | IN DEVELOPMENT | Classic CIA → adapted |
| Who's affected, how, what support needed? |
| CA | P4 · Put People First | Stakeholder Empathy Map | Canvas | IN DEVELOPMENT | XPLANE / Osterwalder → adapted |
| What do stakeholders think, feel, say, do about AI? |
| CA | P4 · Put People First | Displacement Risk Calculator | Assessment | SPECULATIVE | Original + BLS/OECD data |
| Role-by-role task automation analysis. |
| CA | P5 · Design and Prototype | AI Experiment Canvas | Canvas | BUILD NEXT | Lean Startup (Ries) → adapted |
| Hypothesis → MVP → measure → learn for AI initiatives. |
| CA | P5 · Design and Prototype | Assumption Mapper | Canvas | PLANNED | Lean + Strategyzer |
| Surface and test assumptions about the AI tool, users, and process. |
| CA | P5 · Design and Prototype | Pilot Design Template | Template | PLANNED | Original |
| Scope, success criteria, timeline, kill criteria, scale-up triggers. |
| CA | P5 · Design and Prototype | MVP Readiness Checklist | Checklist | SPECULATIVE | Original |
| Before you pilot: data ready? Users identified? Rollback plan? |
| CA | P6 · Prioritize Behavior | Adoption Friction Diagnostic (CMTO) | Diagnostic | BUILD NEXT | Gibbons (2026) — extends Michie COM-B (2011) |
| Four-box model: Capability + Motivation + Trust + Opportunity/Friction. |
| CA | P6 · Prioritize Behavior | Nudge Audit | Canvas | IN DEVELOPMENT | Thaler & Sunstein (2008) |
| What choice architecture exists around AI adoption? |
| CA | P6 · Prioritize Behavior | Behavioral Intervention Selector | Interactive tool | PLANNED | BCW / Michie taxonomy |
| Given CMTO diagnosis, which of 9 intervention types to use? |
| CA | P6 · Prioritize Behavior | Habit Formation Tracker | Tracker | SPECULATIVE | Clear (2018) / Wood (2019) |
| Track adoption behaviors over 30/60/90 days. |
| CA | P6 · Prioritize Behavior | Loss Aversion Mapper | Canvas | PLANNED | Kahneman & Tversky (1979) |
| Map perceived losses from AI adoption. |
| CA | P6 · Prioritize Behavior | Defaults Audit | Canvas | PLANNED | Thaler & Sunstein (2008) |
| Is AI opt-in or opt-out in your org? |
| CA | P6 · Prioritize Behavior | Behavioral Design Sprint | Template | PLANNED | Michie BCW (2011) + design thinking |
| Define target behavior → barriers → intervention type → design → test → measure. |
| CA | P6 · Prioritize Behavior | Social Proof Dashboard | Template | SPECULATIVE | Cialdini (2001) |
| Make AI use visible, celebrated, normal. |
| CA | P6 · Prioritize Behavior | Ladder of Inference Diagnostic | Diagnostic | PLANNED | Argyris (1990) |
| Most AI resistance lives at the assumption layer. |
| CA | P6 · Prioritize Behavior | MINDSPACE Audit | Canvas | PLANNED | Dolan et al. (2012) — UK BIT |
| 9 influences on behavior applied to AI adoption. |
| CA | P7 · Manage Ethics Always | Ethics Risk Scanner | Diagnostic | BUILD NEXT | Original + IEEE / NIST |
| Scan for ethical risks across 8 dimensions. |
| CA | P7 · Manage Ethics Always | AI Bias Audit Template | Template | PLANNED | Buolamwini / Gebru + NIST AI RMF |
| Identify where bias enters, who's harmed, what to test. |
| CA | P7 · Manage Ethics Always | Ethical Dilemma Scenario Cards | Workshop tool | IN DEVELOPMENT | Classic ethics pedagogy → AI cases |
| 20 scenario cards for leadership workshops. |
| CA | P7 · Manage Ethics Always | Responsible AI Maturity Checklist | Checklist | SPECULATIVE | MS RAI / Google PAIR |
| Aspirational → embedded maturity curve. |
| CA | P7 · Manage Ethics Always | Cognitive Bias Audit for AI | Diagnostic | PLANNED | Kahneman (2011) / Gigerenzer |
| Automation bias, anchoring, confirmation bias in AI decision-making. |
| CA | P1 · Master the Craft | AI Mastery Self-Assessment | AI Tool | LIVE | Original — Gibbons 2026 |
| A 21-question behavioral self-assessment across 7 dimensions — Civics, Metacognition, Ethics, Concepts, Skills, Creativity, and Orchestration. Produces a scored mastery profile with radar chart and downloadable development brief. Browser-only, no data stored. |
| LD | P1 · Strategic Imagination | Scenario Planning Canvas | Canvas | IN DEVELOPMENT | Schwartz / Shell scenarios |
| 2×2 uncertainty matrix for AI futures. |
| LD | P1 · Strategic Imagination | Future-Back Strategy Template | Template | PLANNED | Hamel + Prahalad → adapted |
| Start from 2028, work backward. |
| LD | P1 · Strategic Imagination | AI Opportunity Scanner | Interactive tool | SPECULATIVE | Original |
| Process-by-process: where could AI create value? |
| LD | P2 · Active Modeling | Personal Context Passport | AI Tool | LIVE | Original — Gibbons 2026 |
| Portable, auditable AI context artifact. A guided interview produces downloadable Markdown, JSON, and an agent brief. Browser-only, no data stored in v0. |
| LD | P2 · Active Modeling | Leader AI Usage Audit | Assessment | BUILD NEXT | Original |
| How visibly does the leader use AI? Walk-the-talk measure. |
| LD | P2 · Active Modeling | Modeling Behavior Gap Analysis | Canvas | PLANNED | Bandura (1977) |
| Behaviors you want vs. behaviors you demonstrate. |
| LD | P2 · Active Modeling | Leader-Team AI Alignment Check | Quick diagnostic | SPECULATIVE | Original |
| Perception gap: does the team see the leader's AI stance the way the leader does? |
| LD | P2 · Active Modeling | From GTD to GSD — The AI Productivity System | Template | PLANNED | Original — Gibbons 2026 (extends Allen 2001) |
| GTD reimagined for humans managing AI agents. |
| LD | P2 · Active Modeling | Build Your Chief of Staff in Cowork | AI tool | PLANNED | Original — Gibbons 2026 |
| Step-by-step guide to creating a CoS agent. |
| LD | P3 · Creative Cultivation | Creative Climate Diagnostic (Ekvall) | Diagnostic | LIVE | Ekvall (1996) |
| 20 questions, 10 dimensions. |
| LD | P3 · Creative Cultivation | Innovation Blockers Diagnostic | Diagnostic | PLANNED | Original + Amabile (1998) |
| What's killing innovation? |
| LD | P3 · Creative Cultivation | Experimentation Permission Audit | Quick diagnostic | SPECULATIVE | Original |
| Do people feel permission to experiment with AI? |
| LD | P3 · Creative Cultivation | SCARF Threat Diagnostic | Diagnostic | BUILD NEXT | Rock (2008) |
| Which psychological threat drives resistance? |
| LD | P4 · Friction Courage | Friction Audit | Canvas | BUILD NEXT | Original + Sutherland / Sull |
| Map every friction point. Which can you kill? |
| LD | P4 · Friction Courage | Bureaucracy Buster Scorecard | Assessment | IN DEVELOPMENT | Hamel Bureaucracy Index |
| How many approvals to pilot an AI tool? |
| LD | P4 · Friction Courage | Permission-to-Fail Assessment | Quick diagnostic | PLANNED | Original |
| How your org handles failure: punish, ignore, tolerate, or celebrate? |
| LD | P5 · Trust Calibration | RIST Trust Diagnostic | Diagnostic | LIVE | Original — Gibbons (RIST) |
| 32 questions. Over/under-trust detection. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Yourself | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on leading AI — where the obvious answer is wrong. |
| LD | P5 · Trust Calibration | Stakeholder Trust Map | Interactive tool | IN DEVELOPMENT | Classic stakeholder mapping → trust overlay |
| Who trusts the initiative? Heat-mapped. |
| LD | P5 · Trust Calibration | Trust Repair Protocol | Template | PLANNED | Lewicki & Bunker (1996) |
| Step-by-step repair after a trust breach. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Your Team | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on how your team leads AI — where the obvious answer is wrong. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Your Organisation | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on how your organisation leads AI — where the obvious answer is wrong. |
| LD | P0 · Leadership Delta | Leadership Delta — Participant Onboarding (Setup Concierge) | Interactive tool | IN DEVELOPMENT | Original — Gibbons 2026 |
| Cohort-one participant onboarding: four-pillar contract, tech-stack triage (green/amber/red → Attio), guided Obsidian + Codex/Cowork setup, personal-context pack (client-side, 7 vault files). UNLISTED participant-only app — never surface on the public tools hub, even when live (noindex, excluded from sitemap and nav). |
| LD | P6 · Ethical Stewardship | Ethical Leadership Self-Assessment | Diagnostic | PLANNED | Brown et al. (2005) ELS |
| Do you model ethical AI use? |
| LD | P6 · Ethical Stewardship | Values-AI Alignment Audit | Canvas | SPECULATIVE | Original |
| Map stated values against AI practices. |
| LD | P7 · Systems Orchestration | Causal Loop Diagram Builder | Interactive tool | LIVE | Meadows (2008) |
| Map feedback loops. R and B loops auto-detected. |
| LD | P7 · Systems Orchestration | Influence Network Heatmap | Interactive tool | IN DEVELOPMENT | ONA / SNA → adapted |
| Formal vs informal power. Heat-mapped. |
| LD | P7 · Systems Orchestration | Feedback Loop Identifier | Workshop tool | PLANNED | Senge (1990) / Meadows |
| Find reinforcing and balancing loops in your adoption system. |
| LD | P7 · Systems Orchestration | Stakeholder Network Analyzer | Interactive tool | SPECULATIVE | ONA + network science |
| Identify brokers, bottlenecks, isolated clusters. |
| LD | P7 · Systems Orchestration | Polarity Map for AI Adoption | Canvas | PLANNED | Johnson (1992) — Polarity Management |
| Tensions that can't be solved, only managed. |
| LD | P3 · Adaptive Adoption | Leadership Delta Scoresheet | AI Tool | LIVE | Original — Gibbons 2026 |
| Score one or up to 4 leadership teams across 7 Leadership Delta dimensions — 3 indicators each, 1-5 scale, total 105. Produces radar chart overlay, dimension bar chart, heat map, and downloadable reports per team plus cross-team comparison. Browser-only, no data stored. |
| BG | P1 · Strategic Coherence | AI-Strategy Alignment Audit | Assessment | BUILD NEXT | Original + Kaplan & Norton |
| Is your AI portfolio aligned with strategy? |
| BG | P1 · Strategic Coherence | Portfolio Rationalization Matrix | Canvas | IN DEVELOPMENT | BCG Growth-Share → adapted |
| Map AI initiatives by value × feasibility. Kill the zombies. |
| BG | P1 · Strategic Coherence | Initiative Coherence Scorecard | Scorecard | PLANNED | Original |
| Do your initiatives reinforce each other or compete? |
| BG | P2 · Decision Rights | AI Decision Rights Mapper (RACI+) | Interactive tool | BUILD NEXT | RACI → extended for AI |
| Who approves model deployment, who owns data access? |
| BG | P2 · Decision Rights | Authority Escalation Matrix | Template | PLANNED | Original |
| When does an AI decision need human sign-off? |
| BG | P2 · Decision Rights | Decision Velocity Diagnostic | Quick diagnostic | SPECULATIVE | Original |
| How fast do AI decisions get made? |
| BG | P3 · Risk Intelligence | AI Risk Register Template | Template | BUILD NEXT | ISO 31000 → AI-adapted |
| Model, data, operational, reputational, regulatory risk. |
| BG | P3 · Risk Intelligence | Risk Appetite Calibrator | Diagnostic | PLANNED | Original + COSO |
| How much AI risk is your org willing to take? |
| BG | P3 · Risk Intelligence | Shadow AI Audit | Assessment | IN DEVELOPMENT | Shadow IT audits → adapted |
| What AI tools are people using that IT doesn't know about? |
| BG | P4 · Agent Authority | Autonomy Map | Interactive tool | BUILD NEXT | Original — Gibbons 2026 |
| Green/amber/red zones for agent autonomy. |
| BG | P4 · Agent Authority | Human-in-the-Loop Decision Tree | Template | PLANNED | Original + NIST AI RMF |
| When must a human review AI output? |
| BG | P4 · Agent Authority | Agent Guardrails Template | Template | PLANNED | Original |
| Per agent: what can it access, modify, escalate? |
| BG | P5 · First-Derivative Talent | Skills Gap Analyzer | Assessment | IN DEVELOPMENT | Classic skills gap → AI-specific |
| Current vs needed skills for AI-augmented roles. |
| BG | P5 · First-Derivative Talent | Role Redesign Canvas | Canvas | BUILD NEXT | Jesuthasan & Boudreau (2022) |
| Decompose role into tasks. Which can AI do? |
| BG | P5 · First-Derivative Talent | Workforce Transformation Roadmap | Template | PLANNED | Original + WEF Future of Jobs |
| 12-month roadmap: role analysis → skill mapping → training → measurement. |
| BG | P6 · Governance Intelligence | Governance Maturity Assessment | Diagnostic | BUILD NEXT | Original — Gibbons |
| Ad hoc → Reactive → Defined → Managed → Optimizing. |
| BG | P6 · Governance Intelligence | Policy Effectiveness Tracker | Tracker | PLANNED | Original |
| Are your AI policies changing behavior? |
| BG | P6 · Governance Intelligence | Governance Learning Loop Audit | Canvas | SPECULATIVE | Argyris double-loop (1977) |
| Single vs double-loop governance learning. |
| BG | P6 · Governance Intelligence | Double-Loop Learning Assessment | Diagnostic | PLANNED | Argyris & Schon (1978) |
| Is governance reacting or evolving? |
| BG | P4 · Governance Intelligence | AI Governance Gap Finder | AI Tool | LIVE | Original — Gibbons 2026 |
| Six-dimension diagnostic measuring the gap between governance policy and governance practice. Traffic-light scoring across Decision Rights, Agent Authority, Risk Intelligence, Governance Intelligence, 1st-Derivative Talent, and Strategic Coherence. Outputs a board briefing, full report, and JSON. |
| BG | P1 · Decision Rights | Decision Rights Quick-Map | AI Tool | LIVE | Original — Gibbons 2026 |
| Eight-question diagnostic mapping AI decision authority. Outputs Decision Velocity score, Shadow AI Risk rating, and Accountability Clarity. Browser-only, no data stored. |
