Intelligence Radar

Epistemic observatory and task-specific machine intelligence capability and economics advisor.

The v0.2 implementation combines a Compendium, a source-capture Radar, and an executable Capability Advisor. Read INTENT, scope, and the operating contracts.

Run locally

Requires Python 3.11+ and Make. No package installation or API key is needed.

make check
make demo-advisor
python3 -m intelligence_radar ingest catalog/sources.json
python3 -m intelligence_radar advise examples/source-backed-task.json \
  --catalog catalog/reviewed-2026-09-13.json --as-of 2026-09-13
python3 -m intelligence_radar import-briefs
python3 -m intelligence_radar --help

import-briefs retains ChatGPT and Grok automation exports from the local inbox named in ops/schedule.json, skipping that folder's archive/ directory. run-due does this on the same timer. The retained copies are unverified briefs in digests/external/.

The advisor selects five measurements, checks constraints, ranks evidenced profiles, estimates workload cost scenarios, and records outcomes for empirical success bounds. Saved recommendations can be rendered with report and verified with replay. The source-backed example makes evidence gaps visible; the synthetic demo exercises complete ranking without claiming real model performance.

Source captures retain original bytes and retrieval receipts. Changed sources create review-needed observations. Daily/weekly jobs run through run-due; health shows results. See scheduling and data contracts.

Knowledge and operations

Path	Purpose
IntelligenceConceptModel.md, compendium/	Concept model and accessible theory maps
ArchitectureBlueprint.md, ResearchProgram.md	Target architecture and research program
BenchmarkCatalog.md, catalog/	Candidate measurement instruments; imported seeds need verification
SourceCatalog.md, watchlist/	Source discovery and editorial coverage
TaskModelEvaluationMethod.md, policies/, task-router/	Authoritative method, policies, and operational templates
data/observations/	Immutable, content-addressed observation envelopes
digests/, frontier/, research/	Dated editorial artifacts; imported drafts are marked unverified
ops/	Runbook, cadence, and scheduling status
history/	Unmodified source archives and checksums
docs/integration-review.md	Evaluation, conflicts, and integration decisions
workplans/	Canonical Coulomb work records projected into Statehub
nudges/	Raw ideas kept for a later look, with the context they came from. Not work records.

Imported September 2026 rankings and prices are research leads, not validated recommendations. The local user timer is managed separately from the historical external automation IDs.

Statehub: domain infotech, topic custodian, prefix IR-WP-. Commit workplan edits, then run make sync (pushes commits and reconciles Statehub). See agent instructions.