Epistemic observatory and continuously updated machine intelligence utility predictor.
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repo-manager c70b671a38 repo.work.assign_missing_identifiers
source: repo-manager
reason: deterministic projection registration

Assistant: codex
Assistant-Model: gpt-6-astra
Assistant-Session: 01a09cbc-910e-77a0-b336-3130194350b3
2026-09-14 15:56:58 +02:00
.claude/rules Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
catalog Review IR-WP-0004 evidence gaps and capture provider profile metadata 2026-09-14 15:46:33 +02:00
compendium Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
data Review IR-WP-0004 evidence gaps and capture provider profile metadata 2026-09-14 15:46:33 +02:00
digests Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
docs Review IR-WP-0004 evidence gaps and capture provider profile metadata 2026-09-14 15:46:33 +02:00
examples Add portable evidence bundles and budgeted OpenRouter trials 2026-09-13 23:50:19 +02:00
frontier Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
history Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
intelligence_radar Review IR-WP-0004 evidence gaps and capture provider profile metadata 2026-09-14 15:46:33 +02:00
ops Add portable evidence bundles and budgeted OpenRouter trials 2026-09-13 23:50:19 +02:00
policies Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
registry Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
research Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
task-router Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
tests Review IR-WP-0004 evidence gaps and capture provider profile metadata 2026-09-14 15:46:33 +02:00
tools Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
watchlist Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
workplans repo.work.assign_missing_identifiers 2026-09-14 15:56:58 +02:00
.custodian-brief.md Close IR-WP-0004 and separate credential billing and research follow-ups 2026-09-14 15:56:57 +02:00
.gitignore Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
.repo-classification.yaml Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
AGENTS.md Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
ArchitectureBlueprint.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
BenchmarkCatalog.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
CLAUDE.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
GOAL.md Close IR-WP-0004 and separate credential billing and research follow-ups 2026-09-14 15:56:57 +02:00
IntelligenceConceptModel.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
INTENT.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
LICENSE Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
Makefile Add portable evidence bundles and budgeted OpenRouter trials 2026-09-13 23:50:19 +02:00
README.md Build reproducible capability advisor and scheduled source capture 2026-09-13 23:07:41 +02:00
ResearchProgram.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
SCOPE.md Close IR-WP-0004 and separate credential billing and research follow-ups 2026-09-14 15:56:57 +02:00
SourceCatalog.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00
TaskModelEvaluationMethod.md Integrate founding explorations and bootstrap operational radar 2026-09-13 22:42:09 +02:00

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 --help

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

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.