tool-use-coach
by PromptSpace
Turn erratic AI tool calls into a reliable, verified, and safe execution strategy.
- Reduce redundant and expensive API or tool calls during execution
- Generate a step-by-step verification plan for high-risk state changes
- Implement 'least powerful tool' logic to improve agent safety and speed
Free
One-time purchase
Included in download
- Downloadable skill package
- Works with OpenClaw, Cursor
- Instant install
See it in action
Proposed Plan: 1. 'ls -R' to locate the target config (Avoids heavy grep). 2. 'sed' for the specific line fix (Safer than overwriting file). 3. 'npm test' to verify the fix hasn't broken the build. Reason: Minimizes side effects and ensures state change is validated.
tool-use-coach
by PromptSpace
Turn erratic AI tool calls into a reliable, verified, and safe execution strategy.
Free
One-time purchase
⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →
Included in download
- Downloadable skill package
- Works with OpenClaw, Cursor
- Instant install
See it in action
Proposed Plan: 1. 'ls -R' to locate the target config (Avoids heavy grep). 2. 'sed' for the specific line fix (Safer than overwriting file). 3. 'npm test' to verify the fix hasn't broken the build. Reason: Minimizes side effects and ensures state change is validated.
About This Skill
What it does
Tool Use Coach transforms haphazard AI tool execution into a structured, reliable workflow. It forces agents to plan, verify, and use the principle of least privilege when selecting tools. Instead of your agent "hallucinating" tool calls or performing redundant actions, this skill implements a strict protocol for evidence-based tool use.
Why use this skill
Prompting an AI to "use tools" often leads to inefficient loops or risky, irreversible actions. This skill provides a developer-centric framework that emphasizes:
- Tool Minimalalism: Choosing the smallest, safest tool for the job.
- Verification First: Treating tool output as claims that must be validated against the goal.
- Risk Mitigation: Preventing chained irreversible actions without intermediate checks.
- Failure Recovery: Implementing systematic fallback patterns when a tool call fails.
Supported Workflows
Designed for integration with any tool-enabled agent (like Claude Code, Cursor, or custom MCP setups), it provides a compact planning rubric and recovery patterns that work across search, edit, and execution toolsets.
Use Cases
- Reduce redundant and expensive API or tool calls during execution
- Generate a step-by-step verification plan for high-risk state changes
- Implement 'least powerful tool' logic to improve agent safety and speed
- Recover gracefully from failed tool calls with structured fallback logic
How to Install
mkdir -p ~/.claude/skills/tool-use-coach && curl -s -X POST 'https://api.promptspace.in/api/skills/tool-use-coach/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/tool-use-coach/SKILL.mdFree skills install directly. Paid skills require purchase - use the download button above after buying.
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Permissions
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OpenClaw, Cursor, Claude Code, Codex CLI
Creator
PromptSpace
We build AI agent skill packages for content creators. Specializing in Chinese social media automation.