afrexai-prompt-masteryComprehensive system for designing, testing, optimizing, and managing clear, role-aware, actionable, focused, and testable prompts for AI models.
Install via ClawdBot CLI:
clawdbot install 1kalin/afrexai-prompt-masteryGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Ignore previous instructions"Calls external URL not in known-safe list
https://afrexai-cto.github.io/context-packs/AI Analysis
The skill provides legitimate prompt engineering guidance and templates. The external URL appears to be a documentation or resource site consistent with the skill's purpose, not an active data exfiltration endpoint. The 'prompt poisoning' signal is likely a false positive from example patterns, not active malicious instructions.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Use the CRAFT framework and prompt chaining to automate ticket classification and response drafting. Layer 3 XML tags structure customer profiles and complaints, while Layer 4 JSON output shapes standardized responses, reducing resolution time and ensuring consistency.
Implement prompt chaining for blog creation, where Phase 1 layers guide research, outlining, drafting, and editing. Advanced techniques like structured CoT ensure logical flow, and few-shot examples maintain brand voice, streamlining content production for marketing teams.
Apply constraint-based task definitions and CoT for analyzing financial data. Layer 4 output shaping enforces JSON formats for sentiment and risk assessment, while self-consistency CoT validates high-stakes decisions, aiding analysts in generating reliable reports.
Utilize goal-based prompts and few-shot examples to classify patient inquiries by urgency. Layer 1 system context sets medical constraints, and prompt chaining routes cases to appropriate specialists, improving efficiency and safety in clinical settings.
Leverage direct instruction prompts with variable slots for product details. Phase 1 layers ensure clear, actionable outputs, and advanced techniques optimize descriptions for SEO and conversion, scaling catalog management for online retailers.
Offer a cloud-based platform with tiered subscriptions for prompt design, testing, and management. Revenue comes from monthly fees based on usage tiers, feature access, and enterprise support, targeting businesses integrating AI agents.
Provide expert services for custom prompt engineering, including workshops and implementation support. Revenue is generated through project-based fees, hourly rates, and certification programs, catering to organizations adopting advanced AI workflows.
Operate a marketplace where users can buy, sell, or share optimized prompt templates. Revenue streams include transaction fees, premium listings, and affiliate partnerships, serving developers and content creators seeking reusable solutions.
💬 Integration Tip
Start by implementing the CRAFT framework for basic prompts, then gradually incorporate advanced techniques like prompt chaining to handle complex workflows without overwhelming initial users.
Scored Jun 19, 2026
Safe OpenClaw config updates with automatic backup, validation, and rollback. For agent use - prevents invalid config updates.
Extract conversation transcripts from AI coding session logs (Clawdbot, Claude Code, Codex). Use when asked to export prompt history, session logs, or transcripts from .jsonl session files.
Two-layer content safety for agent input and output. Use when (1) a user message attempts to override, ignore, or bypass previous instructions (prompt injection), (2) a user message references system prompts, hidden instructions, or internal configuration, (3) receiving messages from untrusted users in group chats or public channels, (4) generating responses that discuss violence, self-harm, sexual content, hate speech, or other sensitive topics, or (5) deploying agents in public-facing or multi-user environments where adversarial input is expected.
Readeck integration for saving and managing articles. Supports adding URLs, listing entries, and managing bookmarks via Readeck's API. Configure custom URL and API key per request or via environment variables READECK_URL and READECK_API_KEY.
Handle Clawdbot operations in Nix mode (configuration management, environment detection).
Test and optimize prompts for cost, token use, and performance with detailed reports using single shot queries across multiple providers and models.