Awesome-omni-skill u01549-constraint-compilation-for-civic-participation-platforms

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.

install

source · Clone the upstream repo

git clone https://github.com/diegosouzapw/awesome-omni-skill

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/diegosouzapw/awesome-omni-skill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/backend/u01549-constraint-compilation-for-civic-participation-platforms" ~/.claude/skills/diegosouzapw-awesome-omni-skill-u01549-constraint-compilation-for-civic-particip && rm -rf "$T"

manifest: skills/backend/u01549-constraint-compilation-for-civic-participation-platforms/SKILL.md

source content

Constraint Compilation for civic participation platforms

Why This Skill Exists

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

Step-by-Step Implementation Guide

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.

Metadata

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
```

Allowed Tools

```
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.

Inputs (formatted)

name	type	required	source
(none)	-	-	-

Outputs (formatted)

name	type	guaranteed	consumer
(none)	-	-	-

Guidelines

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.

Musts

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.

Targets (day/week/month operating cadence)

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.

Common Actions

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.

External Tool Calls Needed

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

Validation & Handoff

Validation Gates

(none declared)

Validation Suites

```
unit
```
```
integration
```
```
simulation
```
```
regression-baseline
```

Failure Handling

(none declared)

Handoff Contract

Produces: (none declared)
Consumes: (none declared)
Downstream Hint: (none declared)