Evaluates outputs for errors, hallucinations, and compliance with system invariants.
npx skills add https://github.com/PixnBits/SeedClaw --skill criticskill
Please help me install this Agent Skill. Skill: CriticSkill Source: https://github.com/PixnBits/SeedClaw/tree/main/src/skills/agent/critic Command: npx skills add https://github.com/PixnBits/SeedClaw --skill criticskill
This Skill rigorously evaluates outputs from other skills, detecting errors, hallucinations, and compliance violations to maintain high quality and adherence to system invariants.
coder skill generates a new script, the critic skill reviews it for security flaws, adherence to coding standards, and correct implementation of requirements before it's registered.Critique the provided code snippet for accuracy and security vulnerabilities.
High-intent search queries and answers about installing and using this skill.
Detect security vulnerabilities in generated code by applying heuristic evaluation and rule-based critique. This identifies logical inconsistencies, prompt injection residues, and architectural compliance issues before the code is registered or deployed.
Enforce least-privilege principles and architectural compliance by scoring outputs across multiple axes using structured critique. The evaluation ensures generated plans and code strictly adhere to network policies and system invariants.
Set up a quality gate for code generation pipelines by applying structured critique and severity scoring to generated scripts. This catches errors and compliance violations before the code is registered, maintaining high system quality.
Persist critique patterns for future output validation by optionally saving the structured feedback and scoring results. This allows consistent application of error detection and compliance rules across subsequent skill outputs.
Identify prompt injection residues in automated responses by critically assessing the output for security vulnerabilities and compliance violations. Heuristic methods detect these residues to maintain output safety and usefulness.
HermeticOrmusExtract patterns, constraints, and success indicators from LLM outputs.
staruhubEvaluate React/TypeScript/Tailwind frontend code for quality and security vulnerabilities.
bacocoAudit code for OWASP Top 10 vulnerabilities and CVE impacts.
achmfAutomate linting, type checking, and security audits for Node.js and Python projects.