HELM AI Kernel
Conformance
Open-source execution kernel, CLI, MCP, conformance, verification, and compatibility.Audience
Policy/runtime implementers and maintainers validating behavior with conformance packs and fixture replay.
Outcome
After this page you should know what this surface is for, which source files own the behavior, which public route or adjacent page to use next, and which validation command to run before changing the claim.
Source Truth
- Public route:
helm-ai-kernel/conformance - Source document:
helm-ai-kernel/docs/CONFORMANCE.md - Public manifest:
helm-ai-kernel/docs/public-docs.manifest.json - Source inventory:
helm-ai-kernel/docs/source-inventory.manifest.json - Validation:
make docs-coverage,make docs-truth, andnpm run coverage:inventoryfromdocs-platform
Do not expand this page with unsupported product, SDK, deployment, compliance, or integration claims unless the inventory manifest points to code, schemas, tests, examples, or an owner doc that proves the claim.
Troubleshooting
| Symptom | First check |
|---|---|
| Published output is stale or incomplete | Run npm run helm-public:accuracy in docs-platform, then check the source path and public manifest row for this page. |
| A claim needs implementation backing | Check the Source Truth files above and update the implementation, manifest, source inventory, or page in the same change. |
Diagram
This scheme maps the main sections of Conformance in reading order.
flowchart TD
subgraph Ingestion["1. Ingestion & Context Plane"]
Page["Conformance"]
C["Profile Material"]
D["What L1 and L2 Mean in This Repo"]
end
subgraph Execution["3. Execution & Verdict Plane"]
A["Run the Kernel Conformance Command"]
B["Run the Conformance Test Suite"]
end
%% Operational Flow Edges
Page --> A
A --> B
B --> C
C --> D
%% Premium Styling Rules
style A fill:#3182ce,stroke:#2b6cb0,stroke-width:2px,color:#fff
style B fill:#3182ce,stroke:#2b6cb0,stroke-width:2px,color:#fffMermaid source
flowchart TD
subgraph Ingestion["1. Ingestion & Context Plane"]
Page["Conformance"]
C["Profile Material"]
D["What L1 and L2 Mean in This Repo"]
end
subgraph Execution["3. Execution & Verdict Plane"]
A["Run the Kernel Conformance Command"]
B["Run the Conformance Test Suite"]
end
%% Operational Flow Edges
Page --> A
A --> B
B --> C
C --> D
%% Premium Styling Rules
style A fill:#3182ce,stroke:#2b6cb0,stroke-width:2px,color:#fff
style B fill:#3182ce,stroke:#2b6cb0,stroke-width:2px,color:#fffHELM keeps a retained conformance profile under tests/conformance/profile-v1/. The profile describes the minimum checks an implementation must pass to match the public OSS kernel behavior documented in this repository.
Run the Kernel Conformance Command
./bin/helm-ai-kernel conform --level L1 --json
./bin/helm-ai-kernel conform --level L2 --json
./bin/helm-ai-kernel conform negative --json
./bin/helm-ai-kernel conform vectors --json
The public API exposes the same negative gates at
GET /api/v1/conformance/negative and GET /api/v1/conformance/vectors.
Reports can be created and read through POST /api/v1/conformance/run,
GET /api/v1/conformance/reports, and
GET /api/v1/conformance/reports/{report_id}.
Run the Conformance Test Suite
cd tests/conformance
go test ./...
Profile Material
The profile directory contains:
checklist.yamlfor the machine-readable checklistprofile_test.gofor profile assertionsREADME.mdfor the human-readable profile summary
What L1 and L2 Mean in This Repo
L1covers core structural correctness such as canonicalization, schema handling, receipt shape, offline verification, and checkpoint roots.L2adds MCP execution-firewall behavior: quarantine, tool-list/call consistency, OAuth resource and scope checks, schema pinning, direct-bypass denial, and deny-path receipt emission.L3covers sandbox grants, ReBAC snapshots, approval ceremonies, budget ceilings, stale tuple/model mismatch denial, and backend outage denial.L4covers non-authoritative telemetry/coexistence exports, evidence envelope wrappers, framework middleware, and checkpoint inclusion verification.
The exact checks are defined by the code and checklist in tests/conformance/, not by this page.
Conformance Completion Path
A conformance page is complete only when it tells a maintainer how to run the profile, how to interpret a failure, and which fixture owns the expected behavior. Keep profiles explicit: runtime decision, receipt canonicalization, verifier replay, policy denial, MCP boundary, and OpenAI-compatible proxy behavior are different surfaces. When adding a profile, add a fixture, a golden expected output, a negative case, and a short compatibility note. Public users should be able to run the command from a clean checkout, compare output to the documented profile, and decide whether a failure is a local environment issue, a schema drift, or an implementation regression.