SkillLens

Evaluates Agent Skills (Cursor / Claude / OpenClaw compatible) and produces a quantitative, rubric-based score with actionable improvement suggestions. Use when the user asks to review, rate, audit, grade, lint, or improve a SKILL.md file, a skill folder, or a skill archive, or says things like "给这个 skill 打分", "评估一下 skill 质量", "audit this skill", "rate my agent skill".

Use when bank operations, relationship managers, or credit middle-office teams need to pre-check onboarding, credit, KYB, due diligence, or post-loan documents, route exceptions, track SLA risk, and preserve audit-ready compliance reasoning.

Use when a finance-related Agent Skill does not clearly fit one sub-scenario and needs intake classification, decision-impact assessment, risk boundary review, and recommendations for whether to evaluate it as fundraising, quant trading, stock trading, securities research, banking workflow, financial education, or financial data analysis.

Use when analysts, finance teams, or operators need to clean financial datasets, check data quality, analyze revenue, margin, cash flow, customer value, anomalies, or trends, and produce traceable management-ready insights with confidence caveats.

Use when learners, educators, or financial literacy teams need beginner-friendly explanations, analogies, quizzes, misconception tracking, and safety boundaries for topics such as funds, stocks, bonds, insurance, asset allocation, risk, and return.

Use when the parent pipeline routes a a11y-related PR review request. Reads the diff and emits structured a11yFindings using the a11y specialist heuristics.

Use when the parent pipeline routes a api-related PR review request. Reads the diff and emits structured apiFindings using the api specialist heuristics.

Use when the parent pipeline routes a async-related PR review request. Reads the diff and emits structured asyncFindings using the async specialist heuristics.

Use when the parent pipeline routes a audit-related PR review request. Reads the diff and emits structured auditFindings using the audit specialist heuristics.

Use when the parent pipeline routes a authn-related PR review request. Reads the diff and emits structured authnFindings using the authn specialist heuristics.

Use when the parent pipeline routes a authz-related PR review request. Reads the diff and emits structured authzFindings using the authz specialist heuristics.

Use when the parent pipeline routes a backend-related PR review request. Reads the diff and emits structured backendFindings using the backend specialist heuristics.

Use when the parent pipeline routes a caching-related PR review request. Reads the diff and emits structured cachingFindings using the caching specialist heuristics.

Use when the parent pipeline routes a circuit-related PR review request. Reads the diff and emits structured circuitFindings using the circuit specialist heuristics.

Use when the parent pipeline routes a complexity-related PR review request. Reads the diff and emits structured complexityFindings using the complexity specialist heuristics.

Use when the parent pipeline routes a compliance-related PR review request. Reads the diff and emits structured complianceFindings using the compliance specialist heuristics.

Use when the parent pipeline routes a config-related PR review request. Reads the diff and emits structured configFindings using the config specialist heuristics.

Use when the parent pipeline routes a cors-related PR review request. Reads the diff and emits structured corsFindings using the cors specialist heuristics.

Use when the parent pipeline routes a coverage-related PR review request. Reads the diff and emits structured coverageFindings using the coverage specialist heuristics.

Use when the parent pipeline routes a crypto-related PR review request. Reads the diff and emits structured cryptoFindings using the crypto specialist heuristics.

Use when the parent pipeline routes a csrf-related PR review request. Reads the diff and emits structured csrfFindings using the csrf specialist heuristics.

Use when the parent pipeline routes a deps-related PR review request. Reads the diff and emits structured depsFindings using the deps specialist heuristics.

Use when the parent pipeline routes a docs-related PR review request. Reads the diff and emits structured docsFindings using the docs specialist heuristics.

Use when the parent pipeline routes a env-related PR review request. Reads the diff and emits structured envFindings using the env specialist heuristics.

Use when the parent pipeline routes a events-related PR review request. Reads the diff and emits structured eventsFindings using the events specialist heuristics.

Use when the parent pipeline routes a frontend-related PR review request. Reads the diff and emits structured frontendFindings using the frontend specialist heuristics.

Use when the parent pipeline routes a gdpr-related PR review request. Reads the diff and emits structured gdprFindings using the gdpr specialist heuristics.

Use when the parent pipeline routes a headers-related PR review request. Reads the diff and emits structured headersFindings using the headers specialist heuristics.

Use when the parent pipeline routes a i18n-related PR review request. Reads the diff and emits structured i18nFindings using the i18n specialist heuristics.

Use when the parent pipeline routes a idor-related PR review request. Reads the diff and emits structured idorFindings using the idor specialist heuristics.

Use when the parent pipeline routes a imports-related PR review request. Reads the diff and emits structured importsFindings using the imports specialist heuristics.

Use when the parent pipeline routes a infra-related PR review request. Reads the diff and emits structured infraFindings using the infra specialist heuristics.

Use when the parent pipeline routes a licensing-related PR review request. Reads the diff and emits structured licensingFindings using the licensing specialist heuristics.

Use when the parent pipeline routes a logging-related PR review request. Reads the diff and emits structured loggingFindings using the logging specialist heuristics.

Use when the parent pipeline routes a memory-related PR review request. Reads the diff and emits structured memoryFindings using the memory specialist heuristics.

Use when the parent pipeline routes a metrics-related PR review request. Reads the diff and emits structured metricsFindings using the metrics specialist heuristics.

Use when the parent pipeline routes a migration-related PR review request. Reads the diff and emits structured migrationFindings using the migration specialist heuristics.

Use when the parent pipeline routes a naming-related PR review request. Reads the diff and emits structured namingFindings using the naming specialist heuristics.

Use when the parent pipeline routes a observability-related PR review request. Reads the diff and emits structured observabilityFindings using the observability specialist heuristics.

Use when the parent pipeline routes a perf-related PR review request. Reads the diff and emits structured perfFindings using the perf specialist heuristics.