u01549-constraint-compilation-for-civic-participation-platforms - SKILL.md Agent Skill

name: u01549-constraint-compilation-for-civic-participation-platforms description: Operate the "Constraint Compilation for civic participation platforms" capability in production for civic participation platforms workflows. Use when mission execution explicitly requires this capability and outcomes must be reproducible, policy-gated, and handoff-ready.

Use constraint compilation in civic participation platforms with emphasis on throughput, reliability, leverage, and execution speed.

Define measurable outcomes for Constraint Compilation for civic participation platforms, including baseline and target metrics for civic participation platforms.
Specify structured inputs/outputs for constraint compilation and validate schema contract edge cases.
Implement the core constraint compilation logic with deterministic scoring and reproducible execution traces.
Integrate orchestration policy, routing, approval gates, retries, and rollback for autonomous execution.
Run unit, integration, simulation, and regression suites for Constraint Compilation for civic participation platforms under hyper-productive autonomy conditions.
Roll out behind a feature flag, monitor telemetry, and refine thresholds using observed operational outcomes.

Skill ID: 1549
Skill Name: u01549-constraint-compilation-for-civic-participation-platforms
Domain: civic participation platforms
Domain Slug: civic-participation-platforms
Archetype: generalist-engine
Core Method: constraint compilation
Primary Artifact: constraint-compilation-artifact-civic-participation-platforms
Routing Tag: civic-participation-platforms:generalist-engine
Feature Flag: skill_01549_constraint-compilation
Release Cycles: 2

read, write, edit for contract maintenance, runbook updates, and handoff documentation.
exec, process for deterministic execution, validation suites, and regression checks.
web_search, web_fetch only when fresh external evidence is required for claims/evidence inputs.
Use messaging or publishing tools only after policy approval gates are satisfied.

name	type	required	source
(none)	-	-	-

name	type	guaranteed	consumer
(none)	-	-	-

Validate required inputs before execution and reject non-conforming payloads early.
Run constraint compilation with deterministic settings and trace capture enabled.
Produce constraint-compilation-artifact-civic-participation-platforms outputs in machine-readable form for orchestrator/operator use.
Keep routing aligned with civic-participation-platforms:generalist-engine and include approval context.
Tune thresholds incrementally based on observed KPI drift and incident learnings.

Enforce approval gates: policy-constraint-check, human-approval-router.
Apply retry policy: maxAttempts=4, baseDelayMs=750, backoff=exponential.
Run validation suites before release: unit, integration, simulation, regression-baseline.
Fail closed when validation gates fail and execute rollback strategy rollback-to-last-stable-baseline.
Preserve reproducible evidence artifacts for audits and downstream handoff.

Day: Validate new upstream signals, execute deterministic run, and hand off outputs for active decisions.
Week: Review KPI focus (cycle time reduction, throughput gain, automation leverage in civic participation platforms), failure trends, and approval/retry performance.
Month: Re-baseline deterministic expectations, confirm policy alignment, and refresh feature-flag/rollout posture.

Intake Check: Confirm all required signals are present and schema-valid.
Core Execution: Run the capability pipeline and generate report + scorecard artifacts.
Gate Review: Evaluate validation and approval gates before publish-level handoff.
Recovery: Retry transient failures, then rollback to stable baseline on persistent errors.
Handoff: Send artifacts with risk/confidence metadata and downstream routing hints.

None required by default.
If external systems are introduced for a run, record the dependency, timeout budget, and retry behavior in execution notes.