How do I install the Openclaw 0161 Schema Mapping And Validation skill?

Run npx skillmds add zwright8/openclaw-0161-schema-mapping-and-validation in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Openclaw 0161 Schema Mapping And Validation safe to use?

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Which AI agents work with Openclaw 0161 Schema Mapping And Validation?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Openclaw 0161 Schema Mapping And Validation free to use?

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Who published Openclaw 0161 Schema Mapping And Validation?

zwright8 (@zwright8) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Openclaw 0161 Schema Mapping And Validation by zwright8

Name: Openclaw 0161 Schema Mapping And Validation
Rating: 4.2 (5 reviews)
Author: zwright8

Openclaw 0161 Schema Mapping And Validation

Governance Signal Ingestion Normalizer. Use when work requires schema mapping and validation for Safety and Governance with guardrails, traceable execution, and measurable outcomes.

zwright8 2af8d3b 3 files · 6.3 KB Updated Sep 10, 2026

File contents

Governance Signal Ingestion Normalizer

Mission

We need this skill because high-speed autonomy needs enforceable guardrails to stay aligned. This specific skill stabilizes noisy upstream inputs before they contaminate planning.

Activation Cues

Task requires schema mapping and validation in Safety and Governance.
Task needs explicit risk controls, approval gates, and traceable outcomes.
Task output must include artifact handoff for humans and agents.

Execution Plan

Define the scope and success metrics for Governance Signal Ingestion Normalizer, including at least three measurable KPIs tied to unsafe actions and policy drift.
Design and version the input/output contract for policies, violations, and mitigation actions, then add schema validation and failure-mode handling.
Implement the core capability using schema mapping and validation, and produce normalized signal feeds with deterministic scoring.
Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
Add unit, integration, and simulation tests that explicitly cover unsafe actions and policy drift, then run regression baselines.
Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.

Runbook

Preflight:

None specified.

Execution:

None specified.

Recovery:

None specified.

Handoff:

None specified.

Guardrails

[quality] Require validations before promoting outputs.

Success Metrics

Primary metric: unsafe actions
Secondary metrics: policy drift, decision drift
Review cadence: weekly

Output Contract

Return a concise execution summary with key decisions.
Return risk and mitigation notes with unresolved blockers.
Return artifact target: normalized signal feeds.
Return recommended follow-up tasks for next wave execution.

---name: openclaw-0161-schema-mapping-and-validationdescription: Governance Signal Ingestion Normalizer. Use when work requires schema mapping and validation for Safety and Governance with guardrails, traceable execution, and measurable outcomes.---# Governance Signal Ingestion Normalizer## MissionWe need this skill because high-speed autonomy needs enforceable guardrails to stay aligned. This specific skill stabilizes noisy upstream inputs before they contaminate planning.## Activation Cues- Task requires schema mapping and validation in Safety and Governance.- Task needs explicit risk controls, approval gates, and traceable outcomes.- Task output must include artifact handoff for humans and agents.## Execution Plan1. Define the scope and success metrics for `Governance Signal Ingestion Normalizer`, including at least three measurable KPIs tied to unsafe actions and policy drift.2. Design and version the input/output contract for policies, violations, and mitigation actions, then add schema validation and failure-mode handling.3. Implement the core capability using schema mapping and validation, and produce normalized signal feeds with deterministic scoring.4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.5. Add unit, integration, and simulation tests that explicitly cover unsafe actions and policy drift, then run regression baselines.6. Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.## RunbookPreflight:- None specified.Execution:- None specified.Recovery:- None specified.Handoff:- None specified.## Guardrails- [quality] Require validations before promoting outputs.## Success Metrics- Primary metric: unsafe actions- Secondary metrics: policy drift, decision drift- Review cadence: weekly## Output Contract- Return a concise execution summary with key decisions.- Return risk and mitigation notes with unresolved blockers.- Return artifact target: `normalized signal feeds`.- Return recommended follow-up tasks for next wave execution.

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