◈06How capabilities are classified

Taxonomy

Every capability is tagged by domain, complexity, expected runtime, and priority. Filter the curated examples to see how the vocabulary partitions the space.

Domain
Complexity
Runtime
Priority

6 capabilities

P1

AI Release Intelligence Capability

Continuously analyze new AI product releases and determine whether they change the user's work, training material, or future LoopForge priorities.

P1Mresearchstrategytrainingloopideasource:chatgpt
P2

Release Note Evolution Capability

Help the system identify release note gaps and improve future release communication.

P2Mknowledgecommunicationworkflowideasource:chatgpt
P2

Weekly Strategic Brief Capability

Produce a weekly synthesis of what changed across the system and what deserves attention next.

P2Mstrategyplanningcommunicationloopideasource:chatgpt
P3

Homelab Optimization Capability

Continuously watch the homelab for inefficiency, drift, and quiet failures worth acting on.

P3Lhomelaboperationsloopdashboardideasource:chatgpt
P2

Prototype Discovery Capability

Identify promising prototype ideas from ongoing conversations and research and stage them for evaluation.

P2Sresearchdevelopmentworkflowideasource:chatgpt
P2

Training Material Evolution Capability

Keep training material current as the underlying tools, models, and practices change.

P2Mtrainingknowledgeworkflowideasource:chatgpt

Priority is not Cognitive Value

Do not confuse the two unless you enjoy building extremely tidy systems that are strategically useless.

— docs/priorities.md
Cognitive value →Priority (urgency) →

Urgency and compounding intelligence are different axes. A capability can be strategically transformative (high) yet not urgent (low), and vice versa.