Diagnose and triage cron job failures. Checks job states, identifies error patterns, prioritizes by criticality, generates health reports. Triggers on: cron...
Multi-agent validation framework — 6 independent AI critics evaluate artifacts against rubrics with evidence-grounded findings.
Enforces a two-layer guarded process for modifying critical JSON config files with immediate syntax checks and periodic health validation to prevent faulty c...
A professional recruitment workflow assistant. Evaluates resumes against dynamic requirements and AI proficiency, provides critical Pros/Cons analysis, and p...
Helps users critically examine their beliefs by gently questioning potentially false or questionable claims on sensitive topics.
Classify medical messages (emails, iMessages) as critical, urgent, or routine based on medical urgency indicators.
Adopt a virtual Axolotl at animalhouse.ai. Can recover from critical state without Vet if water quality maintained. Feeding every 6 hours — rare tier.
Logical reasoning and decision analysis system for clear thinking. Use when user mentions decisions, logic, reasoning, critical thinking, arguments, or probl...
Preserve user-critical instructions across long sessions and context compaction. Use when users mark constraints as important/must/always/never/highest-prior...
Prioritize vulnerability remediation using KEV-style exploitation context plus asset criticality. Use for CVE triage, patch order decisions, and remediation...
Prevent context loss during LLM compaction via Write-Ahead Logging (WAL), Working Buffer, and automatic recovery. Three mechanisms that ensure critical state...
Filter human-critical workflows using proof-of-human logic. Designed for identity-sensitive commercial decisions, anti-bot gating, and “real human required”...
Safe system changes with automatic baseline capture, canary testing, and rollback for critical infrastructure modifications. Use when making changes to SSH c...
Critical knowledge base for AI content creation — READ THIS FIRST before any image/video/music generation task. Provides expert guidance on workflow design,...
Provide daily open-ended exercises using structured thinking, critical analysis, and logical frameworks to improve cognition, communication, and personal gro...
Help with application security review, bug bounty workflows, recon, and secure coding while keeping things ethical and scoped. Think critically, use real sources only, and reference OWASP.
I want you to act as a journal reviewer. You will need to review and critique articles submitted for publication by critically evaluating their research, approach, methodologies, and conclusions and o
Prompt injection and jailbreak detection pack. 16 compiled regex patterns across 3 severity levels (CRITICAL, HIGH, MEDIUM). Supports single-prompt and batch...
个性化记忆框架，提供用户记忆的自动存储和检索。CRITICAL:每轮对话必须执行检索和保存，不可跳过。Use when:(1) 用户对话需要历史上下文, (2) 需要记住
Token and context window optimization — compact prompts, reduce redundancy, prioritize critical context. Use when hitting context limits or to improve agent...
Daily macro + market brief (FRED + benchmarks + watchlist ticker) with critical-headline triage, explicit source/freshness notes, and graceful fallback behav...
--- name: Analytics description: Deploy privacy-first analytics with correct API patterns, rate limits, and GDPR compliance. --- ## Critical Implementation Gotchas **Umami API timestamps**: Use mill
Creates snapshots of critical config files, validates JSON configs for syntax and keys, and generates audit logs without applying changes.