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Automation
Skill

/agent-booster

WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.

From plugin
babysitter
1.8k200 skills3 agents21 commands1 MCP
Install
$ npx -y skills add a5c-ai/babysitter --skill agent-booster --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/agent-booster

Context preview

The summary Claude sees to decide when to auto-load this skill.

WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.

SKILL.md

agent-booster.SKILL.md
name: agent-booster
description: WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.
allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
graph:
  domains: [domain:software-engineering]
  skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]
  workflows: [workflow:feature-development]
  topics: [topic:developer-experience]
  roles: [role:tech-lead, role:backend-engineer]
  • High-frequency repetitive modifications
  • When latency is critical (<1ms requirement)
  • Cost-sensitive batch operations

Supported Transforms

| Transform | Description | Example | |-----------|-------------|---------| | `var-to-const` | Modernize variable declarations | `var x = 1` -> `const x = 1` | | `add-types` | Insert TypeScript annotations | `function f(x)` -> `function f(x: string)` | | `add-error-handling` | Wrap in try/catch | Bare calls -> try/catch blocks | | `async-await` | Convert Promise chains | `.then().catch()` -> `async/await` | | `extract-function` | Extract code blocks | Inline code -> named function | | `inline-variable` | Inline single-use variables | Remove intermediate vars | | `add-jsdoc` | Generate documentation | Bare functions -> JSDoc comments |

Performance

  • Execution: <1ms per transform
  • Cost: $0 (no LLM invocation)
  • Speedup: 352x compared to LLM inference
  • Confidence threshold: >90% pattern match required

Agents Used

  • `agents/coder/` - Fallback for unmatched patterns

Tool Use

Invoke via babysitter process: `methodologies/ruflo/ruflo-task-routing`

Read more
Ships withbabysitter

Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.

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