Documentation index
Read the system from purpose to proof.
All v0.1 guidance is a draft. Requirements describe proposed behavior; examples and templates explain how to apply it.
Unassessed
Documentation examples and planned checks do not establish conformance.
Reading paths
Choose the path that matches your work.
01
New readers
Introduction → Concept note → Management model
02
Adopting teams
Getting started → Initiative charter → Worked initiative → Review record
03
Implementers
Specification → Records and lifecycles → Schema profile → Local pilot
Reference library
Canonical source, one click away.
FoundationIntroductionUnderstand the management problem through a concrete example.FoundationConcept noteDefinition, responsibilities, foundations, and development approach.FoundationManifestoTwelve commitments for management in human–AI organizations.PracticeManagement modelThe loop, organizational scopes, views, and coordination.PracticeDecisions and delegationDecision rights, authority boundaries, revocation, and exceptions.PracticePortfolio and outcomesPriorities, investment, capacity, dependencies, and stopping decisions.PracticeMeasurement and evidenceMetric definitions, provenance, uncertainty, and attribution.PracticeReviews and adaptationReview triggers, intervention, learning, and retirement.PracticeHuman–AI accountabilityHuman ownership, agent participation, disagreement, and workload.ImplementationSpecificationThe twelve proposed behavioral requirements.ImplementationConformance matrixProposed assessment procedures; all requirements remain unassessed.ImplementationPilot validationNamed tests, demo results, source revision, and limitations.ImplementationThreat modelManagement failure modes and planned challenges.ProjectScope and non-claimsWhat the repository does and does not establish.ProjectStatus and roadmapExisting artifacts and future milestones.
Proposed specification v0.1
Twelve behavioral requirements.
TSM-001Outcome and scopeIdentify the outcome, affected people, human owner, boundaries, assumptions, evidence, and stopping condition.TSM-002Accountable decisionsRecord the decision owner, exact subject revision, alternatives, evidence, assumptions, rationale, and review trigger.TSM-003Bounded delegationState actors, capabilities, targets, data scope, limits, validity, escalation, revocation, and further-delegation rules.TSM-004Current authorityRequire review for material change and enforce current authority at the action boundary.TSM-005Resources and dependenciesRecord shared ceilings, ownership, dependencies, costs, and constraints on further dispatch.TSM-006Evidence-bound claimsKeep evidence, source, window, method, limitations, operations, outcomes, and causal claims distinct.TSM-007Review and changeGive active initiatives review owners, triggers, decisions, follow-ups, and next review conditions.TSM-008Escalation and interventionDistinguish a requested intervention, its acknowledgement, and evidence that it became effective.TSM-009ExceptionsBound policy exceptions by scope, authority, rationale, exposure, conditions, expiry, and review.TSM-010Access and historyApply access, retention, correction, and history rules without exposing private sources through summaries.TSM-011Learning and retirementKeep proposed learning from silently changing policy, and account for unresolved obligations at retirement.TSM-012Scoped assessmentTie every conformance claim to its revision, environment, evidence, reviewer, exceptions, and limits.