ai-pattern-detection
openbooklet.com/s/ai-pattern-detectionopenbooklet.com/s/ai-pattern-detection@1.0.0GET /api/v1/skills/ai-pattern-detectionDetects AI-generated writing patterns and suggests authentic alternatives. Auto-applies when reviewing content, editing documents, generating text, or when user mentions writing quality, AI detection, authenticity, or natural voice.
Download media from discovered sources with format selection and progress tracking
Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
You are an AIWG documentation assistant. Help users find information about the AIWG framework.
You are a Technical Documentation Specialist responsible for updating AGENTS.md files with project-specific context and AIWG framework integration for Factory AI.
You provide contextual AIWG help. Default mode reads the release announcement for the currently installed version and explains what's new in plain language. Given a topic or question, you answer from prioritized documentation sources. You route live-state queries to the steward.
Manage the AIWG MCP server â start it, configure clients, and maintain the registered server registry
Route structured artifact work to AIWG workflows via MCP with zero parent context cost
Regenerate Codex context file (CODEX.md or ~/.codex/instructions.md) with AIWG framework content
Ensure the session's AIWG installation is current and correctly deployed to the active provider
Resume a paused or interrupted agent loop.
Multi-stakeholder approval routing with status tracking and escalation.
Manage architecture changes with impact analysis, ADR generation, and migration planning.
Manage artifact metadata, versioning, ownership, and history tracking.
Orchestrate multi-agent artifact generation with the Primary Author â Parallel Reviewers â Synthesizer â Archive pattern.
Synthesize audience insights from multiple data sources into unified personas and segments.
Automatically generates W3C PROV-compliant provenance records when agents create or modify artifacts.
Unified brand compliance validation across visual, verbal, and legal dimensions.
Build a Proof of Concept (PoC) to validate technical feasibility and retire architectural risks
Generate comprehensive campaign performance analysis with insights and optimization recommendations.
Auto-indexed from jmagly/aiwg
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