truth-first-enterprise
by Roy Yuen
Transform AI claims into verified, risk-assessed technical reports for production, DevOps, and enterprise governance.
- Validate AI-generated code against existing security and architecture standards
- Generate evidence-backed risk assessments for production deployment gates
- Audit complex technical proposals for factual accuracy and missing dependencies
$5
One-time purchase · Own forever
Included in download
- Validate AI-generated code against existing security and architecture standards
- Generate evidence-backed risk assessments for production deployment gates
- file_read automation included
- Ready for Claude Code
See it in action
Claim: API Gateway latency surge Status: Verified Evidence: CloudWatch 'p99' metric at 4500ms Tier: 1 Risk: Critical Business Impact: Checkout failures, lost revenue. Action Posture: Do not proceed yet; escalate to On-call Lead. Handoff: logs attached, blocked on DB lock analysis.
truth-first-enterprise
by Roy Yuen
Transform AI claims into verified, risk-assessed technical reports for production, DevOps, and enterprise governance.
$5
One-time purchase · Own forever
⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →
Included in download
- Validate AI-generated code against existing security and architecture standards
- Generate evidence-backed risk assessments for production deployment gates
- file_read automation included
- Ready for Claude Code
- Instant install
See it in action
Claim: API Gateway latency surge Status: Verified Evidence: CloudWatch 'p99' metric at 4500ms Tier: 1 Risk: Critical Business Impact: Checkout failures, lost revenue. Action Posture: Do not proceed yet; escalate to On-call Lead. Handoff: logs attached, blocked on DB lock analysis.
About This Skill
Enterprise-Grade Verification for Critical Decision Making
In high-stakes environments like production operations, architecture reviews, and deployment gates, "hallucination" isn't just an inconvenience—it's a liability. This skill transforms your AI agent from a conversationalist into a disciplined technical auditor, ensuring every claim is backed by rigorous evidence before action is taken.
What it does
The Truth First Enterprise skill enforces a strict evidence-driven protocol for technical reporting. It classifies information into structured tiers—ranging from primary production logs (Tier 1) to human recollection (Tier 3)—and assigns a verification status to every claim. This ensures that "Unknowns" or "Inferences" are never presented as settled facts, preventing premature or dangerous technical decisions.
Why use this skill
- Production Safety: Automatically determines "action posture" (e.g., safe to proceed vs. escalate) based on evidence certainty.
- Business Alignment: Every technical claim is framed within its business impact and risk level, making technical updates readable for management.
- Inter-Agent Reliability: Provides a standardized handoff protocol so that subsequent agents or human operators don't have to reconstruct the evidence chain.
- Risk Mitigation: Explicitly identifies blocked checks and contradictory data that traditional prompting often smooths over.
Supported Use Cases
- Go/No-Go deployment decisions.
- Production incident root-cause analysis and updates.
- Security and compliance-sensitive status checks.
- Executive-facing technical summaries and architecture reviews.
📖 Learn more: Best DevOps & Deployment Skills for Claude Code →
Use Cases
- Validate AI-generated code against existing security and architecture standards
- Generate evidence-backed risk assessments for production deployment gates
- Audit complex technical proposals for factual accuracy and missing dependencies
- Automate truth-verification for enterprise governance and compliance reviews
Known Limitations
- Does not perform automated system access or data fetching; relies on data provided in context. - Cannot verify physical hardware status without digital monitoring logs.
How to Install
unzip truth-first-enterprise.zip -d ~/.claude/skills/Reviews
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Security Scanned
Passed automated security review
Permissions
Claude Code, GitHub Copilot, Windsurf, Cursor, Roo Code
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