clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
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Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
Detect whether an API endpoint is backed by genuine Claude (not a wrapper, proxy, or impersonator) using 9 weighted rule-based checks that mirror the claude-verify project. Also extracts injected system prompts from providers that override Claude's identity. Fully self-contained — copy the code below and run, no extra packages beyond httpx. Use when the user wants to verify a Claude API key or endpoint, check if a third-party Claude service is authentic, audit API providers for Claude authenticity, test multiple models in parallel, or discover what system prompt a provider has injected.
Generate ServerRequest tests using VaporTesting. Covers typed request/response validation for Show, Create, Update, and Delete operations.
Generate UI tests for FOSMVVM SwiftUI views using XCTest and FOSTestingUI. Covers accessibility identifiers, ViewModelOperations, and test data transport.
Final code review and quality gate — run tests, check coverage, audit security, verify acceptance criteria from spec, and generate ship-ready report. Use when user says "review code", "quality check", "is it ready to ship", "final review", or after /deploy completes. Do NOT use for planning (use /plan) or building (use /build).
Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.
AI驱动的Java代码安全审计技能,实现系统化、高覆盖率的漏洞挖掘。使用场景: (1) 审计Java/Kotlin项目寻找安全漏洞(0day挖掘、代码审计、安全评估) (2) 企业级代码库的安全审计(支持大型项目) (3) 需要高质量、低幻觉率的安全审计报告 (4) CI/CD集成的前期漏洞发现 触发关键词:Java审计、代码审计、安全审计、漏洞挖掘、0day、安全评估、Java security audit、code review for security
Production-grade Cypress E2E and component testing — selectors, network stubbing, auth, CI parallelization, flake elimination, Page Object Model, and TypeScript support. The complete Cypress skill for AI agents.
Pre-production validation gate for Vercel/Supabase/Firebase stack — generates test plans, executes test suites, validates APIs, UI, toasts, LLM output quality, and produces go/no-go reports
Zero-regression bug fix workflow: triage → reproduce → root cause → impact analysis → fix → verify → knowledge deposit → self-reflect. Use when: - Feature broken, incorrect behavior, wrong output, errors/exceptions - Console errors/warnings even when feature appears functional - Regressions, timeouts, degraded performance - Keywords: "fix bug", "debug", "not working", "error", "broken" Output: Bug summary + verification report + code review + self-reflection score. Not for: new features (use fullstack-developer); pure review (use code-review); optimization (use performance-optimization).