RIGForge
Enables exporting RIGForge phase and gate traces to Jaeger via OpenTelemetry for monitoring and integrity verification.
Emits OpenTelemetry spans per phase and gate, enabling traces to be sent to an OpenTelemetry collector for observability.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@RIGForgeverify the agent's build complete claim"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
rigforge
Catches AI coding agents when they say work is done but it is not.

For teams that let AI coding agents write code. An agent's "done" becomes a signed record you re-check with one command, not a message in a chat thread.
Why this exists
AI coding agents are fast and confident, and they report success they did not earn. A "done" in a terminal cannot be audited: nothing behind it shows what ran, or that nothing changed afterwards. rigforge seals finished work into a ProofPacket (a signed record of what a build did): every artifact is hashed, the packet is HMAC-signed, and verification re-checks both. Tamper the result and the signature fails.
Related MCP server: fallimmig-us-mcp
What it proves
Every row is a command you can run yourself. Results measured 2026-10-19 on a fresh pip install -e '.[dev]':
Check | Command | Measured result |
A forged "done" is caught |
| exits 0; the re-forged hash passes naive integrity and fails the HMAC check |
No forgery passes |
| 8/8 forgeries caught, 0/8 honest claims blocked, accuracy 1.00 (16 scenarios, fixed seed) |
Signing is what catches them |
| naive integrity 0% (0/12), signed 67% (8/12), spec-bound 100% (12/12) |
The suite passes offline |
| 320 passed, 0 skipped |
Package coverage |
| 84% (test files excluded) |
Smoke path |
|
|
If a check cannot fail, it is theater.
Quickstart
git clone https://github.com/mrodgersjs-web/rigforge.git && cd rigforge
python3 -m venv .venv && source .venv/bin/activate
pip install -e .
rigforge demoThe demo forges a BUILD COMPLETE claim, lets the tamper re-forge the packet hash, and shows the signature check catching the lie.
Usage
The smallest real integration is examples/verify_agent_done.py, runnable with python examples/verify_agent_done.py:
from rigforge.proof import ArtifactRecord, GateOutcome, ProofPacket
packet = ProofPacket(
phase=1, name="Agent build", verifier="my-agent@example",
evidence="Agent reported BUILD COMPLETE.",
artifacts=[ArtifactRecord.from_path(artifact, base=base)],
gates=[GateOutcome(name="tests", passed=True, detail="agent: 100% green")],
).sealed(signing_key=key) # the key stays with you, never with the agent
ok = packet.verify_integrity() and packet.verify_signature(key)Real output from that example:
honest claim accepted: True
forged integrity ok: True
forged claim accepted: FalseThe forged packet re-hashes a tampered artifact, so naive integrity passes and the HMAC signature fails, because the attacker has no key. The full guide (CLI reference, MCP tools for agents, spec-bound proofs, merge gate, swarm verdict board, configuration) is in docs/USAGE.md.
How it works
flowchart LR
A[Agent finishes work] --> B[rigforge seal]
B --> C[SHA-256 each artifact]
C --> D[HMAC-SHA256 sign the packet]
D --> E[(ProofPacket)]
E --> F{rigforge verify}
F -->|signature valid| G[Accepted: done is re-checkable]
F -->|tampered or unsigned| H[Rejected: claim fails]Work flows through 7 phases; each runs deterministic quality gates and, on success, seals its ProofPacket. Design notes: docs/ARCHITECTURE.md.
Project layout
Path | What lives there |
| CLI, proof layer, benchmark, gates, MCP server, cockpit web UI |
| v1 contract models and YAML schemas (done contracts, acceptance criteria) |
| Runnable integrations; |
| Architecture, threat model, usage guide, public boundary |
| One-command smoke check, also run by CI |
Development
pip install -e '.[dev]' # the dev extra installs everything the full suite needs
pytest -q # 320 passed, 0 skipped (measured 2026-10-19)
ruff check .CI runs the suite on Python 3.10 to 3.13 with coverage, at normal and narrow terminal widths. See CONTRIBUTING.md for the workflow. Numbers on this page come from the commands above, never from estimates.
Public boundary
Demo keys and fixtures only. Signing keys, customer data and private fleet credentials never leave the host. What rigforge proves and what it deliberately does not: docs/public-boundary.md and docs/THREAT_MODEL.md.
Security
HMAC signatures are symmetric, which limits who can verify. Read SECURITY.md for the limitation, the public-attestation composition path, and how to report an issue.
License
MIT, see LICENSE.
Built by Mike Rodgers · rodgersintelligence.com
This server cannot be deployed
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