Mind · Strategy

OODA

Rapid decision cycle: Observe, Orient, Decide, Act

Definition

Mechanism

The OODA Loop (Observe-Orient-Decide-Act) is a high-speed decision cycle favoring Agent agility over raw power, embodying ContextFirst at the substrate level: Observe and Orient both complete before any Decide-Act sequence fires. 1. OBSERVE: Gather raw data via Observe. 2. ORIENT: Update context and beliefs via Context and Belief. This is the most critical step, filtering data through culture and genetics (or training). 3. DECIDE: Select a hypothesis or Strategy via Think and Select. 4. ACT: Execute via Act and change the environment. Success depends on traversing this loop faster than the adversary (or environment changes).

Preconditions

  1. Active Environment
  2. Agent Agency

Postconditions

  1. Environment State Modified
  2. Internal Model Updated

Invariants

  1. Cyclic: The output of Act feeds the input of Observe.
  2. Orient Dominance: Decisions must flow from a valid Orientation (Context).

Risks

Failure modes

  1. Disorientation

    Getting stuck in 'Orient' due to contradictory data.

  2. Reactionary {{loop}}

    Acting without deciding (Observe-Act), skipping strategic alignment.

  3. Latency

    The loop is too slow to keep up with environmental changes.

Relationships

Builds on

Composes with

Infrastructure

Act

Root primitive for state modification

Infrastructure

Belief

A subjective claim with confidence and evidence

Infrastructure

Context

Portable execution environment with inherited constraints

Infrastructure

Observe

Active State Perception

Infrastructure

Select

Generic selection of items from a set based on criteria

Think

Atomic cognitive step

References

Agent

Autonomous Goal-Directed Entity

Infrastructure

Loop

Repeated execution cycle

Infrastructure

State

System condition at time T

Nothing in this library builds on this pattern yet.

Reference

Signature

  • Agent(Loop)
  • Think(Strategy)

Identity

Ref
OODA#1882
Sema ID
sema:OODA#mh:SHA-256:18821021e1b71305acddf87bb6014d8095a62ca7a37e89de4048b0676d028c53
Ring
1
Tier
2
Updated
2026-11-11
Supersedes
  • sema:OODA#mh:SHA-256:f3bea02806503fe8a7c72a9fd3f3cdfccbae6c9519eb3bf8b25b35badc9545f7
  • sema:OODA#mh:SHA-256:2ba0f7a9e4405b1310c229508f60a66290f8616fce92af7d1e9796cf3210b90e
  • sema:OODA#mh:SHA-256:c15f818b1324490d5a833f2646f83c4e7f7ac33cbef0637ea076e32ce024be70
  • sema:OODA#mh:SHA-256:d6de7b7f29c0671f1c4fcd671c20675afc657e3d3a5e45e498a2e3eebeb216de
  • sema:OODA#mh:SHA-256:1fd7a7d5f77d3ffd2cac2a1c62cd9bbfba5c8edf840a735774dac1a7cc6e2d42