Investigate → Deliver
2 behaviors
Open-ended question that must end in a polished, defensible deliverable
research
science
academic
knowledge
content
science_research
ai_landscape
adaptive_planning
reflexion_maker_checker
Open scope first, then close it. An adaptive investigation discovers the path; a maker-checker gate turns findings into a deliverable that clears a quality bar.
Decide Under Uncertainty
2 behaviors
High-value decision needing independent perspectives reconciled into one call
financial
real_estate
planning
decision
engineering
consulting
economy
dialectic_fanout
reflexion_maker_checker
Ground once, surface independent lenses, reconcile their conflict, then commit. Fan-out produces the views; a reflexion gate stress-tests the synthesized decision before it ships.
Monitor → Respond
2 behaviors
A live/changing situation that must be watched, then acted on when it shifts
financial
data_analysis
real_estate
decision
cybersecurity
economy
supply_chain
ooda_loop
recognition_primed
Loop on live state until something material changes, then triage fast. OODA keeps re-reading the world; recognition-primed fires the known response the moment the loop flags a trigger.
Build → Verify
2 behaviors
A known, reproducible production task whose output must be checked before release
coding
content
engineering
data_analysis
zero_shot_coding
software_data
deep_product
plan_execute_rewoo
reflexion_maker_checker
Run the known steps straight through, then gate the result. Plan-and-execute is cheap and reproducible; the maker-checker stage guarantees the artifact clears its bar before it leaves.
Equity Thesis Builder
3 behaviors
Form a defensible bull/bear investment thesis on a ticker or sector
financial
financial_equities
economy
ooda_loop
dialectic_fanout
reflexion_maker_checker
Ground in live data, develop bull and bear cases as a dialectic, then gate the thesis against a falsifiability bar before committing capital.
Property Deal Underwrite
3 behaviors
Underwrite a property deal end-to-end and reach a buy / pass call
adaptive_planning
dialectic_fanout
reflexion_maker_checker
Investigate property and market, fan out across appraisal/yield/renovation lenses, then gate the underwrite before a buy/pass.
Hypothesis → Evidence → Paper
2 behaviors
Drive a research question from hypothesis through evidence to a written result
science
science_research
academic
medical
adaptive_planning
reflexion_maker_checker
Adaptively investigate the literature/mechanism, then run a maker-checker peer-review gate so the written result survives scrutiny.
Clinical Differential Triage
2 behaviors
Work a clinical question to a ranked differential with a safety gate
dialectic_fanout
reflexion_maker_checker
Fan out across differentials, then gate the recommendation against contraindications and red-flags before it is surfaced. Educational, not medical advice.
Spec → Implement → Review
2 behaviors
Turn a feature spec into reviewed, shippable code
coding
zero_shot_coding
software_data
deep_product
plan_execute_rewoo
reflexion_maker_checker
Plan-and-execute produces the implementation; a maker-checker code review gates it for correctness and security.
Incident Response
2 behaviors
Diagnose a live failure/incident and apply a fix fast
software_data
cybersecurity
coding
ooda_loop
recognition_primed
OODA re-reads the live signal to localize the fault; recognition-primed fires the known remediation the moment the cause is identified.
Content Production
2 behaviors
Produce a polished content artifact (post, deck, script, resume, track)
content
content_creation
music_production
resume_builder
plan_execute_rewoo
reflexion_maker_checker
Plan-and-execute drafts to a brief; a maker-checker editor gate raises it to publishable quality.
Engineering Design Review
2 behaviors
Produce an engineering design and run it through a review/safety gate
engineering
robotics
architecture
biomedical
plan_execute_rewoo
reflexion_maker_checker
Plan-and-execute produces the calc/design; a maker-checker review gate checks it against standards before sign-off.
Data → Insight → Decision
3 behaviors
Turn a dataset/metric into a reconciled, decision-ready insight
data_analysis
ml_engineering
software_data
economy
adaptive_planning
dialectic_fanout
reflexion_maker_checker
Investigate the data adaptively, fan out across descriptive/diagnostic/predictive lenses, then gate the insight so the decision rests on something reproducible.