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StormGrill — Decision Intelligence Orchestrator

CI License: MIT Python 3.11+ Linting: ruff markdownlint PRs Welcome Project Status: WIP

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Make bad strategic decisions expensive to make.

StormGrill is an open-source dual-protocol orchestrator that pairs verified multi-agent research (the Storm) with real-time adversarial interrogation (the Grill) to help decision-makers — CTOs, Lead Architects, Heads of Product — stress-test a decision against facts, not intuition.

Why

Most strategic decisions are made on a mix of intuition, incomplete research, and confirmation bias. StormGrill doesn't replace the decision-maker. It:

  • Surfaces confirmation bias in real time
  • Forces a confrontation between intuition and verified facts
  • Documents the chain of evidence behind every decision
  • Produces a single, executable report (dated actions, open questions)

How it works

┌─────────────┐        cache (hourglass pipeline)        ┌─────────────┐
│    STORM      │ ────────────────────────────────▶  │    GRILL      │
│ 5 expert      │   filtered gateway, one-way only         │ adversarial    │
│ agents,       │   (Storm never sees the chat;            │ interrogation  │
│ parallel      │    Grill only sees verified Storm output)│ on your plan   │
│ research      │                                          │                │
└─────────────┘                                          └─────────────┘
        │                                                         │
        └──────────────────────┬──────────────────────────────────┘
                                ▼
                       ┌─────────────────┐
                       │      FUSION       n│
                       │  single HTML       │
                       │  report, end of    │
                       │  session, < 60s    │
                       └─────────────────┘
```text

**Core principles validated during design (see [docs/protocol.md](docs/protocol.md)):**

| Branch | Decision | Guarantee |
|---|---|---|
| A — Context isolation | Storm blind; Grill sees Storm via a filtered gateway | No contamination; Kill & Fork |
| B — Async delivery | Single fused HTML report at session end, < 60s | Section-based merge (Insights, Guide, Action) |
| C — Resource priority | Grill has network preemption; Storm runs "Hourglass" | < 8s latency on Grill turns |
| D — Contradiction resolution | Storm facts injected async, next turn | Triage: SLA > Performance > Cost |

## Status

🚧 **Pre-V0 / scaffold.** Architecture defined, protocol validated by stress-test and one real-world execution run.
Implementation starts at [V0](docs/roadmap.md#v0--proof-of-concept).

## Roadmap

See [docs/roadmap.md](docs/roadmap.md) for the full V0 → V3 plan.

| Phase | Deliverable | Success criterion |
|---|---|---|
| V0 | CLI orchestrator, 5-agent Storm on a fixed topic + Phase 4b verification | Verified HTML report in < 5 min |
| V1 | Grill module (decision tree, 4 stress-tests, fatigue audit) | 30-min interactive session with a test CTO |
| V2 | Unified Storm + Grill HTML report | Report contains both grill trace and verified facts |
| V3 | Web mode, configurable profiles, PDF export, CI/CD integration | Used by 5 teams in closed beta |

## Installation

```bash
git clone git@github.com:valorisa/stormgrill.git
cd stormgrill
python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"

Quick start (once V0 lands)

stormgrill storm "state of vector databases in production, 2026" --agents 5 --out reports/
stormgrill grill --plan my_decision.yaml
stormgrill fuse --storm reports/latest.json --grill sessions/latest.json --out report.html
```text

## Project structure

```text
stormgrill/
├── src/stormgrill/
│   ├── core/          # Orchestrator, Hourglass Pipeline, Framing Sentinel, Kill & Fork
│   ├── grill/          # Adversarial engine, decision tree, fatigue audit
│   ├── storm/           # Multi-agent research, source verification (Phase 4b)
│   ├── fusion/            # HTML report generation (Jinja2)
│   └── monitoring/         # Context-leak audit, pivot log
├── templates/              # HTML/CSS report templates (Navy/Orange/Cream)
├── tests/
└── docs/

Documentation

License

MIT — see LICENSE.

Author

Bertrand (@valorisa) — designed through a double-loop meta-analysis: a stress-test of the orchestration protocol itself, followed by a real-world execution run.

About

StormGrill is an open-source dual-protocol orchestrator that pairs verified multi-agent research (Storm) with real-time adversarial interrogation (Grill) to help decision-makers stress-test strategic decisions against facts, not intuition. Make bad strategic decisions expensive to make.

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