aiwg

Tags: aiwg, ai-agents, multi-agent, agentic-ai, agent-framework, cognitive-architecture, claude-code, claude-code-plugin, claude-skills, claude-desktop, cursor-ide, github-copilot, copilot, warp-terminal, factory-ai, opencode, codex, windsurf, mcp-server, model-context-protocol, mcp, sdlc, sdlc-framework, software-development-lifecycle, ai-writing, voice-profiles, content-quality, workflow-automation, ci-cd, devops, digital-forensics, incident-response, dfir, media-curator, media-archive, metadata-management, research-workflow, citation-management, fair-data, agent-loop, iterative-execution, crash-recovery, long-running-agents, autonomous-agents, agent-orchestration, infinite-loop, external-ralph, crash-resilient, daemon-agent, background-agent, self-healing, auto-recovery, rlm, recursive-language-model, context-decomposition, sub-agent-delegation, parallel-agents, fan-out, traceability, provenance, w3c-prov, ensemble-validation, quality-gates, human-in-the-loop, stage-gate, phase-transitions, tdd, mutation-testing, test-automation, flaky-test-detection, regression-testing, code-review, security-audit, threat-modeling, yaml-metalanguage, declarative-workflows, schema-validation, json-schema, multi-platform, developer-tools, cli, npm, typescript, ai-coding-assistant, code-generation, ai-code-review, llm-orchestration, prompt-engineering, context-engineering, agent-memory, persistent-memory, session-persistence, artifact-management, project-scaffolding, extension-system, plugin-system, sigma-rules, mitre-attack, evidence-collection, timeline-analysis, ioc-extraction, marketing-automation, campaign-management, seo-optimization, content-strategy, brand-compliance, media-metadata, discography-analysis, audio-tagging, plex, jellyfin, academic-research, literature-review, bibliography, grade-methodology, reproducibility, deterministic-execution, calver, anti-laziness, token-security, llm-failure-mitigation, agentic-workflow, task-automation, cron-agents, scheduled-agents, remote-agents, openclaw, clawhub, behaviors, reactive-automation, event-driven-agents, behavior-hooks, file-watch-agents, autonomous-daemon, daemon-mode, llm, agent-skills, coding-agents, ai-coding, decision-engine, decision-support, decision-offload, jev, token-optimization, model-routing, session-history, session-search, hermes, grok-build, grokbot, muse, antigravity, deepseek, openhuman