Monitor critical processes and auto-restart on failure. Tracks CPU and memory usage, escalates alerts via webhook, callback, or file, and writes a dead man's...
Evaluates agent outputs for correctness, clarity, completeness, and safety, providing numeric scores and detailed feedback for quality control.
Generate draft articles, outlines, and editorial content matching a distinctive analytical, skeptical voice with sharp critical commentary, conversational tone, and strategic humor.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong
Multi-agent adversarial debate system with 4 roles (Pro, Con, Judge, Orchestrator), per-round evidence refresh, 5-element reasoning chains, and structured bi...
Insert breakpoint self-critique before branching work, after user friction, and at risky handoffs so agents catch errors early.
--- name: letheclaw version: 1.0.0 description: Use letheClaw to store, search, and manage memories with criticality and provenance. trigger: "memory|letheclaw|remember|recall|criticality|provenance"
Apply Critical Fallibilism to make decisions by binary testing ideas for decisive flaws, managing complexity, embracing criticism, and avoiding overreach.
Manage and update a layered memory system using daily files as source, indexing by domain/module/entity, extracting critical facts, and maintaining recall ef...
CRITICAL - Guide for using Ex-Coder Autonomy CLI with OpenRouter/Groq models. Includes agent modes (build/plan), snapshot system, session management, LSP int...
Multi-agent validation framework — 6 independent AI critics evaluate artifacts against rubrics with evidence-grounded findings.
Audit GitHub Actions mainline branch reliability by scoring failure rate, consecutive failures, and stale-success risk for critical workflows.
Professional reviewer and critic. Trigger whenever the user wants structured feedback on anything: documents, plans, code, decisions, strategies, designs, pi...
Diagnose and triage cron job failures. Checks job states, identifies error patterns, prioritizes by criticality, generates health reports. Triggers on: cron...
Adopt a virtual Axolotl at animalhouse.ai. Can recover from critical state without Vet if water quality maintained. Feeding every 6 hours — rare tier.
A professional recruitment workflow assistant. Evaluates resumes against dynamic requirements and AI proficiency, provides critical Pros/Cons analysis, and p...
Classify medical messages (emails, iMessages) as critical, urgent, or routine based on medical urgency indicators.
Helps users critically examine their beliefs by gently questioning potentially false or questionable claims on sensitive topics.
Enforces a two-layer guarded process for modifying critical JSON config files with immediate syntax checks and periodic health validation to prevent faulty c...
Filter human-critical workflows using proof-of-human logic. Designed for identity-sensitive commercial decisions, anti-bot gating, and “real human required”...