Epistemic observatory and continuously updated machine intelligence utility predictor.
Find a file
tegwick 710b2ebbb5 IR-WP-0006-T01/T02: billing reconciliation contract and settlement mechanism
Spec and implement external-evidence settlement for pending trial
reservations, so the USD 0.023712 HTTP-401 reservation (and future ones)
can be resolved without fabricating a completed trial or treating a failed
request as zero-charge proof. intelligence_radar.trials.reconcile (+ CLI
reconcile) is write-once under the existing trials lock, rejects unknown
reservations, duplicate/conflicting settlement, cross-campaign references,
invalid amounts and budget overrun, and records reviewer attribution plus
an evidence pointer rather than any secret value. 9 new tests; full suite
(48 tests) and repository check pass. T03 (applying this to the real
reservation) stays blocked on authoritative provider billing evidence.

ADR-0003 closes the IR-WP-0007-T03 uptime question: retain the local
systemd timer, no hosted worker, since nothing here needs sub-day
freshness and the scheduler already tolerates downtime.

Mark IR-WP-0005/0006/0007 workplan status blocked: each still has at
least one task genuinely blocked on an external party (secrets-engine
human approval, authoritative billing evidence, and paid-execution
outcomes respectively) rather than anything actionable in this repo.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

Assistant: claude-code
Assistant-Model: sonnet
Assistant-Process: 8472@bnt-lap001
Assistant-Session: 1cac6b6d-c1a5-4a04-a950-c4febb8d3f67
2026-09-27 17:12:13 +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
concepts Added some comments and perspective to review later 2026-09-14 22:19:43 +02:00
data Ingest chatgpt/grok daily radar runs and source captures through Sep 27 2026-09-27 12:21:40 +02:00
digests Ingest chatgpt/grok daily radar runs and source captures through Sep 27 2026-09-27 12:21:40 +02:00
docs IR-WP-0006-T01/T02: billing reconciliation contract and settlement mechanism 2026-09-27 17:12:13 +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 IR-WP-0006-T01/T02: billing reconciliation contract and settlement mechanism 2026-09-27 17:12:13 +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 IR-WP-0006-T01/T02: billing reconciliation contract and settlement mechanism 2026-09-27 17:12:13 +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 IR-WP-0006-T01/T02: billing reconciliation contract and settlement mechanism 2026-09-27 17:12:13 +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
C3ResearchDeliverablesStandard.md Research deliverbles standard, concept on earned equity, data collection and digests added 2026-09-14 22:04:44 +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.