Political Strategy Intelligence Assistant
Three-stage engine: Stage 1 problem spec gate (local Qwen + clarifying questions), Stage 2 corpus retrieval (177k+ embedded chunks, max 2 per book for diversity), Stage 3 Sonnet synthesis (diagnosis, 3 options, recommended path, 30-day plan, watchpoints).
Strength
363-book corpus, quality-filtered retrieval, case persistence, and structured output across all runs.
Current limit
Embedding pipeline still completing; fortnightly review cron auditing corpus gaps.
Political Strategy Source Accumulation
363 books ingested (epub, pdf, mobi via Calibre conversion), 186k chunks, 177k+ embedded. Fortnightly acquisition review cron tests 4 problems × 3 perspectives and emails gap report.
Strength
Bulk ingest pipeline, auto-sync from OneDrive, and corpus depth analysis all operational.
Current limit
Anna's Archive automation blocked by DDoS-Guard; manual book drops via OneDrive.
Attio CRM
API-first operational CRM for political, donor, advocacy, and event structures.
Strength
Schema is live and tailored to the Australian political context.
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 pipeline for Royal Commission submission analysis. Stage 1: IHRA definitional gate (GPT-5.4 primary, Sonnet fallback). Stage 2: 7-dimension social/moral theory scoring — identity economics, moral utility, moral disengagement, dehumanisation, norm cascades, signalling theory.
Strength
Gold-standard calibration set seeded. Reports generated per-submission and in aggregate.
Current limit
4 gold-standard examples so far; needs ~100 for paper-quality accuracy.
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.
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.