Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (...
Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (...
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Amplifier is a multi-agent AI framework. Delegate tasks that benefit from specialist agents, structured workflows, or parallel investigation.
High confidence โ delegate immediately: "Research X and compare approaches" "Build a Python tool that does X" "Review this code for security and design" User says "amplifier", "deep dive", "thorough", "comprehensive" Task has clear subtasks benefiting from parallel agents Medium confidence โ offer the choice: "I can do a quick analysis, or delegate to Amplifier for a thorough multi-agent review." Low confidence โ handle yourself: Simple Q&A, quick code edits, casual conversation, anything needing immediate response
exec command:"amplifier-openclaw run 'Research the top 3 Python web frameworks' --bundle foundation" background:true timeout:600
Pass --model to override the default model: exec command:"amplifier-openclaw run --model your-preferred-model 'Deep code review' --bundle foundation" background:true timeout:600 Tip: Pass --model matching the model from your OpenClaw Runtime line so Amplifier uses the same one.
amplifier-openclaw bundles list BundleBest ForfoundationGeneral: research, analysis, planning (default)superpowersMulti-agent brainstorm, deep investigationcoderCode generation, refactoring, debugging
# Start a named session exec command:"amplifier-openclaw run --session-name my-project 'Start building the auth module' --bundle foundation" background:true # Resume later exec command:"amplifier-openclaw run --resume --session-name my-project 'Now add unit tests'" background:true
Amplifier supports slash-command modes in prompts. Modes do not carry over between runs โ include the mode at the start of each prompt: # Brainstorm mode (uses all agents) exec command:"amplifier-openclaw run --bundle superpowers '/brainstorm How should we architect the new API?'" background:true # Research mode exec command:"amplifier-openclaw run --bundle foundation '/research Latest advances in RAG'" background:true
{ "response": "The analysis found...", "usage": { "input_tokens": 28566, "output_tokens": 1800, "estimated_cost": 0.12, "tool_invocations": 3 }, "status": "completed" }
exec command:"amplifier-openclaw cost --period week" Report costs only when asked or when notable (>$1).
response: Present to the user (the main output) error: Report in plain language, don't dump raw JSON usage.estimated_cost: May be 0.0 โ don't alarm about zero status: "completed", "cancelled", or error state
"stop"/"cancel" โ kill the background process Unrelated questions โ answer yourself, don't interrupt Amplifier Follow-up โ tell user you'll pass it along when current task finishes
If not already installed: uv tool install "amplifier-app-openclaw @ git+https://github.com/microsoft/amplifier-app-openclaw@v1.0.5"
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