
by PromptSpace
High-speed intake for shaping vague prompts, triaging complex tasks, and compressing context for efficient execution.
Free
One-time purchase
### Rewritten Prompt Context: Debugging intermittent API timeout. Goal: Identify root cause in logs. Constraints: Focus on 'auth-service' headers. Success Criteria: List of 3 likely failure points with timestamps. Output format: Technical bulleted list.
by PromptSpace
High-speed intake for shaping vague prompts, triaging complex tasks, and compressing context for efficient execution.
Free
One-time purchase
⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →
### Rewritten Prompt Context: Debugging intermittent API timeout. Goal: Identify root cause in logs. Constraints: Focus on 'auth-service' headers. Success Criteria: List of 3 likely failure points with timestamps. Output format: Technical bulleted list.
The AI Productivity skill acts as a high-performance intake layer for your agentic workflows. It identifies and resolves common execution bottlenecks before they waste tokens or time: vague prompts, overwhelming context "bloat," and high-risk ambiguous requests. Instead of diving blindly into a task, this skill triages the work, compresses relevant data, or rewrites instructions into actionable prompts.
Prompting an AI is easy; getting a complex agent to execute a multi-step task without drifting is hard. This skill is better than manual prompting because it applies consistent logic to "shape" a request. It prevents the "walls of text" problem by extracting only pertinent facts and decisions, and it stops execution errors by forcing success criteria on vague goals. It ensures that when a task is handed off to specialized tools or other agents, they receive a high-signal, low-noise brief.
Depending on the input, you receive a direct answer, a structured internal brief (Summary, Decisions, Open Questions), or a refined prompt ready for immediate execution, complete with success criteria and formatting rules.
mkdir -p ~/.claude/skills/ai-productivity && curl -s -X POST 'https://api.promptspace.in/api/skills/ai-productivity/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/ai-productivity/SKILL.mdFree skills install directly. Paid skills require purchase - use the download button above after buying.
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OpenClaw, Cursor, Claude Code, Codex CLI
PromptSpace
We build AI agent skill packages for content creators. Specializing in Chinese social media automation.