Agents & applications

Initiative Evidence Studio

Trace supplied observations to acceptance criteria and dependency holds, with explicit evidence limits.

OPEN THE COMPLETE COMMAND DECKS

Explore the model in your browser.

Read-only dashboards with energy, governance, stress scenarios and preserved diagrams. No wallet or installation required; all values come from recorded simulations.

A CLOSER LOOK

Which initiative claims have consistent supplied evidence, and which remain blocked?

For project reviewers: bind reported observations to explicit integer criteria and dependency holds. Generate and reopen real artifacts while keeping source authenticity, observed impact and human approval unverified.

Follow the consistency checks

Strict UTF-8 and integer schemas, exact metric/unit matching and the existing Astral DAG engine produce a review ledger. Artifact review recomputes from submitted inputs.

demo/superintelligent-empowerment/code/evidence.py ↗

REAL REPOSITORY MATERIAL

Inspect. Understand. Reproduce.

Reading the exact source at revision 4e51d6ae.
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demo/superintelligent-empowerment/evidence/example.json

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Full source text
{
  "schema": "agijobsv0.initiative-evidence.v1",
  "title": "Community project evidence rehearsal",
  "initiatives": [
    {
      "id": "pilot-review",
      "title": "Review the supplied pilot deliverables",
      "claim": "The example source reports eight reviewed deliverables. Its origin is unverified.",
      "dependencies": [],
      "criterion": {
        "metric": "reviewed-deliverables",
        "unit": "count",
        "operator": "gte",
        "threshold": 8
      },
      "evidenceId": "pilot-report"
    },
    {
      "id": "follow-up",
      "title": "Collect follow-up outcome evidence",
      "claim": "A successful long-term outcome is a proposed target, with no evidence supplied.",
      "dependencies": [
        "pilot-review"
      ],
      "criterion": {
        "metric": "sustained-projects",
        "unit": "count",
        "operator": "gte",
        "threshold": 5
      },
      "evidenceId": null
    },
    {
      "id": "expansion",
      "title": "Review an expansion proposal after follow-up",
      "claim": "Expansion remains dependent on reviewed follow-up evidence.",
      "dependencies": [
        "follow-up"
      ],
      "criterion": {
        "metric": "reviewed-deliverables",
        "unit": "count",
        "operator": "gte",
        "threshold": 6
      },
      "evidenceId": "pilot-report"
    }
  ],
  "evidence": [
    {
      "id": "pilot-report",
      "label": "Synthetic supplied observation; not a real community measurement",
      "sourceText": "{\"metric\":\"reviewed-deliverables\",\"unit\":\"count\",\"value\":8}",
      "sha256": "056a8f6f72eb0f965a87d0466cbded767118a06d023daed1dc95c0a6e543fd92"
    }
  ]
}

SHA-256 4305560672a956191d0d3ef099512ff0fb749028505ec6196af91ce305568bb9

FROM READING TO A REPRODUCIBLE RUN

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Python, no demo package install

Run from the repository root with Python 3.12. This selected entry point uses the Python standard library. Keep output in a separate directory so that you can compare runs.

Dependency files for this demo and its variants (1)
Complete environment setup ↗
SELECTED EXECUTION PATH
python demo/superintelligent-empowerment/code/evidence.py run --packet demo/superintelligent-empowerment/evidence/example.json --output /tmp/initiative-evidence-run

What you should observe

A new directory contains the exact packet, ledger, checklist and hash receipt. Consistency verification passes while the proposal remains incomplete; no provider or chain calls occur.

The source inspector above reads bundled repository material. Local commands run separately on your computer. Recorded examples may contain historical timestamps, placeholders and simulated metrics.

MAKE IT YOUR OWN

One useful experiment.

Open the browser studio, recover the actual CLI fixture, change an acceptance threshold, and observe the dependency hold. Compare an unavailable observation with a reported value that fails its criterion.

THE SYSTEM, MADE VISIBLE

Architecture & relationships

Architecture diagram · source preserved below
View original Mermaid source
%% Mermaid diagram for empowerment demo architecture
flowchart TD
    A[Scenario Config YAML] -->|Load| B(Demo Orchestrator)
    B --> C{Capability Engines}
    C -->|Synthesise narrative| D[Impact Story]
    C -->|Quantify| E[Projected Outcomes]
    D --> F[Console Visualization]
    E --> G[JSON Impact Report]
    F --> H[Storytelling Assets]
    G --> H
    H --> I[Community Empowerment Briefings]
All standalone flowcharts (1)

WHEN SOMETHING DOESN’T MATCH

Troubleshooting

Import or dependency error

Confirm the active virtual environment and the selected demo’s requirements. Run python -m pip check; do not install unrelated demo requirements over a working environment.

Unexpected result or missing file

Check the selected entry point, configuration and output argument. Keep the seed and implementation fixed before comparing outcomes.

TRACE THE CHECKS

Verification & next steps

2 tracked test source files are available in this directory. Inspect the tests and their environment before choosing a suite; file counts do not establish test results.

Browse the test sources

For live commissioning, consult the production readiness record.

EVERY VARIANT, PRESERVED

Complete document library

REPRODUCE & INSPECT

Registered commands

Run commands from the repository root after following this demo's guide. Network and owner actions require their documented setup.

No root-level launch command is associated with this source path. Follow the guide or source directory for its own entry point.

Full command catalog and troubleshooting ↗

ORIGINAL DIRECTORYdemo/superintelligent-empowermentView on GitHub ↗