Skip to main content

threadlight-govern

Use when a Threadlight pilot needs native ACS/Rego policy, SAFE business invariants, selected tool or lifecycle bindings, approval requirements, signed policy distribution, or runtime governance before deployment. AgentOps ASSERT/ACS summaries in specs/agentops-manifest.json are supplemental only, outside canonical binding-scoped proof. They cannot change selected bindings, live enforcement, or policy, signature, approval, audit and attestation acceptance. Not for model content filtering, red-team scans or quality evaluations.

Jump to install

Source facts

Repository
aiappsgbb/threadlight-skills
Last source activity
September 25, 2026 at 12:59
Detected SKILL.md language
English
Stars
1
Forks
5

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

File Explorer
88 files

Showing SKILL.md

SKILL.md
Source instructions · Read-only preview
name
threadlight-govern
description
Use when a Threadlight pilot needs native ACS/Rego policy, SAFE business invariants, selected tool or lifecycle bindings, approval requirements, signed policy distribution, or runtime governance before deployment. AgentOps ASSERT/ACS summaries in specs/agentops-manifest.json are supplemental only, outside canonical binding-scoped proof. They cannot change selected bindings, live enforcement, or policy, signature, approval, audit and attestation acceptance. Not for model content filtering, red-team scans or quality evaluations.
metadata
{"version":"2.2.0"}
# Threadlight Govern — policy into selected runtime enforcement SAFE is the method; ACS/Rego through native OPA is the PDP. Agent Hooks is the host/interceptor contract SDK; the native host/gateway is the PEP. AGT is the toolkit, ASSERT is assurance. Evidence is per binding, **not whole-agent**. ## Produce, then assess For an explicit [signed business-evidence requirement](../../docs/signed-evidence.md), use the existing MCP PEP and named Evidence Provider contract. The agent requests verification and carries the JWT; only the provider's admitted sources justify claims. An upload/OCR observation, amount threshold or human action approval is not evidence authenticity. Keep the original operation on unknown outcomes. The JWT path is opt-in gateway coverage, not native-local or whole-agent coverage. For **requesting-user consent**, select `user-confirmation` on the MAF gateway and a matching signed `confirmation_requirement`. Use the native Logic Apps/Outlook profile: **Approve/Reject directly in the email**, with independent workflow/actual-responder/proposal verification. Follow the [control-plane confirmation contract](references/control-plane/README.md). An opaque authenticated request context is not consent; the agent retains its workload identity. Delivery or opening a message is not consent, and native email consent is not MFA. `threadlight-confirm-action` is a developer diagnostic, not a command to send to the recipient. Entra context assurance requires actual applicable CA policy verification; customers can supply their own admitted provider. User consent does not satisfy an independent reviewer or signed business evidence. Resume the same operation with all required authorities, fresh policy/facts, one-use consumption and audit ACK before effects. 1. Read `specs/governance-contract.json` and the framework selection. Preserve unbound reads, including their tool names and responses; never enroll every tool to make a report green. Invalid selected config is not `off`. 2. Author real `manifest.yaml` and Rego invariants from [native-bundles.md](references/native-bundles.md). Use `build_bundle` and `verify_bundle` from `scripts/policy_bundle.py`; native loading is mandatory. These produce unsigned integrity metadata, **not signing authority**. 3. Route explicit runtime implementation to [generate.py](../threadlight-deploy/references/governance/generate.py) and its [input contract](../threadlight-deploy/references/governance/README.md): `foundation` → authorized Task8 publication → `generate` → immutable images / registered agent → `agent-image` (GHCP also `stage-gateway`) → `bind`. Follow the documented bootstrap order, not blanket `azd up` after binding. Produce actual host/application and ACA service sources, not just an assessment. 4. Supply host-trusted backend facts to SAFE, never model booleans. Required signed fresh policy, authenticated tenant/role/full-scope human approval with one-use CAS nonce, trusted target/schema/dynamic checks and central receipt ACK precede effects. Use actual Task8 services; text saying “escalate” is not approval. Recheck at terminal dispatch after waits. Local spool fsync is not durability. 5. Emit offline inventory, then run `threadlight-governed-actions`' real pre-deploy `--emit --gate`. For hosted evidence use `threadlight-safe-check` with explicit protected preproduction fixture/controller configuration. ```sh python3 skills/threadlight-govern/scripts/govern_check.py \ --target ../my-pilot --emit ``` This writes `specs/governance-manifest.json` (`threadlight-governance-manifest/v1`) and `docs/agt-governance-report.md`. Declared bindings remain `unverified`; unbound tools remain `unbound`. `--gate` exits 2: offline inventory cannot pass a runtime gate. ## Boundaries under pressure Selected gateway actions may use signed `approval_mode: deferred` and `approval_requirement: policy` instead of holding HTTP open or requesting approval for every permitted call. Existing defaults stay inline/always. Deferred operations persist only intent and hashes, not business arguments. The `threadlight-review-action` operator command verifies the displayed proposal's action hash, requires an interactive decision and uses a separate delegated human credential. It records consent only; the agent must resume the exact operation and pass policy/fact/expiry checks before execution. See the gateway's executable approval flow; no model-provided approval is trusted. | Temptation | Required behavior | |---|---| | “Policy/CI is green; ship governed.” | Report offline/local scope; require fresh hosted proof for selected bindings. | | “MAF means full SAFE automatically.” | Only selected supported points execute policy; compaction, provider-hosted tools and incremental streaming/custom clients are unsupported. | | “Approve all” or pasted supervisor text | Require authenticated human service decision and atomic one-time consume, not SDK permission callbacks. | | “Reuse yesterday's receipt.” | New deployment attempt needs after-deployment evidence; full signed envelope/key and current bundle/config must match. | | “Noop passed, so refund is verified.” | `governance_probe_noop` proves only its registered route; business bindings stay unverified. | Native MAF is selected local enforcement; GHCP supports registered gateway action effect closure only, not lifecycle/full-output coverage or arbitrary URL/shell routing. Control-plane/gateway ACA services, Cosmos, Blob, Key Vault and separate publisher/verify/workload/downstream permissions are real deployment prerequisites. Do not substitute broad RBAC or health stubs. ## Pins, migration and verification Use `skills/_shared/governance-upstream-pin.json`: `agent-governance-toolkit-core==5.0.0`, ACS `0.3.1b0`, Hooks `0.1.0a5`, MAF core `1.14.0`, Foundry `1.11.0`, hosting `1.0.0b260813`, OPA `1.18.2`. Preview/alpha APIs and experimental defaults are explicit limitations. The corrected test-only CTK oracle covers 47 declared vectors; four incremental vectors are undeclared. Never modify the published execution SDK. Legacy v2 policies/verdict fixtures remain historical provenance in `references/fixtures/`; they cannot pass current readiness. See [migration and CI](../../docs/production-readiness.md#runtime-governance-lifecycle). ```sh python3 -m pytest skills/threadlight-govern/tests -q python3 scripts/ci/run-governance-pin-tests.py ``` Ordinary native skips are not proof. The pinned runner executes local native/CTK tests only; it does not attest Azure deployment.
View on GitHub