Master Strategist Evaluation
New
Premium tier that adds named human expert perspectives on top of
the engine's output. Strategists go through 10 complex profiling
scenarios that capture their cognitive style, doctrine affinities,
risk posture, and decision-making patterns. At query time, each
profile is injected into the model to simulate how that expert
would evaluate the options.
Built
10 profiling scenarios (3 tiers), deliberation capture,
cognitive profile synthesis, multi-perspective evaluation,
attribution + compensation ledger.
Next step
First master strategist enrollment. Profiling sessions ready
to run.
Political Strategy Intelligence Assistant
Four-stage engine: Stage 1 problem spec gate → Stage 2 corpus retrieval (363 books, 186k chunks) → Stage 3 iterative strategy refinement loop → Stage 4 tactics decomposition (platform-executable vs user-led). GDELT live context enabled by default.
Strength
Full pipeline from problem spec to accepted strategy to concrete tactics, with user refinement loop and preference-ordered execution plan.
Current limit
Tactics execution fully wired: 16 capabilities, real handlers for deploy, email, forms, research, monitoring, and all document drafts. Master strategist enrollment pending first enrollee.
Political Strategy Source Accumulation
Rebuilt around ingestibility, not store ownership. Books,
journals, reports, speeches, and postmortems are now treated as
different source classes.
Strength
Clear doctrine-gap-driven sourcing policy and efficient
sourcing workflow now exist.
Current limit
No live per-source operational ledger yet.
Attio CRM
API-first operational CRM for political, donor, advocacy, and
event structures.
Strength
Schema is live and tailored to the Australian political
context. Tester enrollments auto-sync.
Current limit
Views, pipelines, and live data import still need further
work.
Canary Marker + Email
Leak-attributable broadcasts and programmatic email handling are
operational.
Strength
Tested end-to-end with encrypted maps.
Current limit
Operational/legal use still requires judgment.
Websites + Intake Infrastructure
Cloudflare Pages and Workers provide autonomous website and form
deployment.
Strength
Operational deployment pipeline with analytics and KV-backed
forms.
Current limit
Domain purchase still has a manual CAPTCHA step.
Memory + Knowledge
Persistent local semantic memory, wiki compilation, and long-term
continuity.
Strength
Zero API-cost memory with semantic recall.
Current limit
Quality still depends on disciplined capture.
Observability + Recovery
Grafana, Prometheus, Loki, watchdogs, and backup protocols now run
with much better discipline.
Strength
Current-work state and cost semantics are far more truthful
than before.
Current limit
More domain-specific panels can still be added.
AZHA Antisemitism Classifier
Two-stage AI pipeline for Royal Commission submission analysis. Stage 1: IHRA definitional gate (GPT-5.4 primary, Sonnet fallback). Stage 2: seven-dimension social and moral theory scoring — identity economics, moral utility, moral disengagement, dehumanisation, norm cascades, signalling theory. Evidence collection portals live for community and individual submitters.
Strength
Gold-standard calibration set seeded. Community portal (submit.professionalopinions.com.au) and individual portal (evidence.professionalopinions.com.au) live. Files stored in Cloudflare R2, metadata in KV. Royal Commission strategy at royalcommission.professionalopinions.com.au.
Current limit
4 gold-standard examples so far; needs ~100 for paper-quality accuracy. Classifier runs locally — API pipeline ready to activate.
Payments + Donation Flow
Stripe architecture exists but still isn't fully deployed live
end-to-end.
Strength
Products, links, and CRM-side model are configured.
Current limit
Webhook worker still not live.
GDELT Live Context
Real-time geopolitical event signals injected into strategy
synthesis. Enabled by default, fault-tolerant.
Strength
Keyword extraction + geography-aware queries for focused
results. Non-fatal fallback if GDELT unavailable.
Current limit
Phase 1 — coverage depends on query quality and media
source availability.
Tester Enrollment Pipeline
End-to-end: web form → Cloudflare Worker → KV →
enrollment sync → users.jsonl + preference profiles →
Attio CRM upsert.
Strength
Deterministic user attribution via SHA-256 email hash.
Self-rating capture with sliding scales.
Current limit
Preference profile feedback loop not yet wired to model
calibration.
Political Strategy Simulation Engine
Multimodal crisis simulation for adviser training. Albert facilitates completely — 7 characters with distinct voices across Telegram, email, and SMS. Timed decisions, adversarial information, compounding consequences. Participants use the decision engine as their primary tool. Triggered via /startsim command; participants receive SMS from Marcus Webb, complete enrollment profile, then enter the live scenario.
Strength
Live at sim.professionalopinions.com.au. Enrollment at join.professionalopinions.com.au. Sprint (30min), deep (2hr), slow-burn (multi-day). Post-simulation debrief with decision scoring, info quality reveals, corpus lessons.
Current limit
One scenario built (The 36-Hour Window — election crisis). SMS delivery activates when Pixel is configured. Ministerial scandal scenario in build queue.
Core Function Protection
SHA-256 manifest checksums on 13 protected files, script
permission auto-repair, gateway health monitoring, update
governance protocol.
Strength
Automated integrity checks, watchdog every 20 minutes,
documented rollback procedures.
Current limit
Rollback is manual — no automated snapshot-and-restore
yet.
Print & Physical Output
Print-ready PDFs, decks, and reports can be generated for
real-world use.
Strength
Operational report/deck rendering paths exist.
Current limit
Printer-device control is still not explicitly
integrated/documented.