Results for “safety-validation”

Add programmable safety guardrails to LLM applications at runtime, including jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, and toxicity detection.

Guides incremental code improvements, error-proofing through types and validation, and standardization for higher code quality.

Runs bottom-up type-chain validation across database, hooks, and UI layers, then fixes errors at the failing layer for project health checks before large changes.

Validates generated SRS documents against IEEE 830-1998, fixing errors and reporting warnings.

Validates generated SRS documents against IEEE 830-1998, fixes errors, and reports compliance verdict.

Centralized JSON validation for AGENT_SUCCESS_CRITERIA with defensive parsing and injection attack prevention (CVSS 8.2)

Validates observable behavior of apps, CLIs, APIs, and generated artifacts against a prewritten contract without inspecting source code.

Writes, audits, and troubleshoots Salesforce validation rules, covering formula best practices, bypass patterns, and integration pitfalls.

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

Validate process JS files for correct SDK patterns, task definitions, syntax, and quality gate implementation.

Environment variable validation, security scanning, and management for Next.js, Vite, React, and Node.js applications

Assess software supply chain security by generating SBOMs, scanning dependencies, auditing CI/CD pipelines, analyzing container images, and verifying vulnerability reachability.

Validates Claude Ads contracts, bundles, scores, runs, capabilities, repositories, and releases with deterministic checks and recovery steps.

Use in TURBO mode before finalizing implementation, architecture, UI/UX, 3D web, mobile, SEO/PPC/growth, or programming work.

Validate pci dss validator operations. Auto-activating skill for Security Advanced. Triggers on: pci dss validator, pci dss validator Part of the Security Advanced skill category. Use when working with pci dss validator functionality. Trigger with phrases like "pci dss validator", "pci validator", "pci".

Deploy Breach and Attack Simulation tools to continuously validate security control effectiveness by safely emulating real-world attack techniques across the kill chain.

Guides implementing authentication, authorization, input validation, and OWASP Top 10 prevention with secure code patterns and validation checkpoints.

Sentinel Validation & Project Promotion

Audits type safety documentation against the live codebase and fixes errors, gaps, or stale information to keep docs authoritative.

Verify feature, bug, UI, API, mobile, security, or deployment work against acceptance criteria.

Verification-before-completion discipline ensuring all success criteria are met, tests pass, and reviews complete before declaring work done.

Interpret n8n validation errors and warnings, guide iterative fixes, and explain validation profiles, error types, and auto-sanitization.

Use this when the system needs explicit runtime validation for API inputs, config, queue messages, webhook payloads, file metadata, or external provider responses in TypeScript, JavaScript, Python, or mixed systems.

Validates App Store submission readiness, submits prepared versions, and monitors review status using current asc commands.

Use this skill for auth boundaries, input validation, secrets, RLS, injection risks, destructive-action review. Trigger when the task involves security work related to Security Hardening, production implementation, audits, debugging, strategy, or validation.

Schema validation for notes. Checks against domain-specific templates. Validates required fields, enum values, description quality, and link health. Non-blocking — warns but doesn't prevent capture. Triggers on "/validate", "/validate [note]", "check schema", "validate note", "validate all".

Security vulnerability assessment identifying OWASP risks, injection vectors, authentication issues, and data exposure with severity classification.

AI safety and responsible AI practices

Combined verification — recite (description quality via cold-read prediction) + validate (schema compliance) + review (health checks). Use as a quality gate after creating notes or as periodic maintenance. Triggers on "/verify", "/verify [note]", "verify note quality", "check note health".

Verifica que una implementación cumpla los specs del ciclo SDD ejecutando tests reales, revisando cobertura y emitiendo un veredicto de aprobación o rechazo.