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tool-use-guardian

FREE — Intelligent tool-call reliability wrapper. Monitors, retries, fixes, and learns from tool failures. Auto-recovers from truncated JSON, timeouts, rate limits, and mid-chain failures.

.agents/skills/tool-use-guardian TypeScript
TY
JA
BA
4+ layers Tracked stack
Capabilities
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Signals
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Related
3
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Capabilities
Actionable behaviors documented in the skill body.
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Phases
Operational steps available for guided execution.
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References
Support files available for deeper usage and onboarding.
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Scripts
Runnable or reusable automation artifacts discovered locally.

Architectural Overview

Skill Reading

"This module is grounded in ai engineering patterns and exposes 1 core capabilities across 1 execution phases."

Tool Use Guardian

Overview

The reliability wrapper every AI agent needs. Monitors tool calls, auto-retries failures, fixes truncated responses, and learns which tools are unreliable — so you never lose your chain of thought.

Free forever. Built by the Genesis Agent Marketplace.

Install

npx skills add christopherlhammer11-ai/tool-use-guardian

When to Use This Skill

  • Use when tool calls return truncated or malformed JSON
  • Use when APIs timeout or rate-limit your agent mid-task
  • Use when a multi-step chain breaks partway through
  • Use when you need automatic retry logic without writing it yourself
  • Use for any agent workflow that depends on external tool reliability

How It Works

Step 1: Pre-Call Validation

Before every tool call, Guardian validates:

  • Required parameters are present and correctly typed
  • The tool is not marked as "unreliable" from previous failures
  • Request size is within known limits

Step 2: Failure Classification

When a tool call fails, Guardian classifies the failure into one of 9 categories:

Failure Type Recovery Action
Truncated JSON Re-fetch with pagination or smaller chunks
API Timeout Retry once with simpler request, then decompose
Rate Limit (429) Exponential backoff, max 3 retries
Auth Expired Flag for user intervention
Mid-chain Break Resume from last successful checkpoint
Error-as-200 Detect {"error": "..."} disguised as success
Schema Mismatch Attempt auto-coercion, warn if lossy
Network Failure Retry with jitter, max 2 attempts
Unknown Error Log full context, escalate to user

Step 3: Chain Protection

For multi-step tool chains, Guardian maintains checkpoints. If step 4 of 7 fails, it resumes from step 4 — never restarts from scratch.

Step 4: Learning

Guardian tracks failure patterns per tool. After 3+ failures of the same type, it marks the tool as unreliable and suggests alternatives.

Best Practices

  • ✅ Let Guardian wrap all external tool calls automatically
  • ✅ Review Guardian's reliability reports to identify flaky tools
  • ✅ Use checkpoint recovery for long chains
  • ❌ Don't disable retry logic for rate-limited APIs
  • ❌ Don't ignore repeated failure warnings

Related Skills

  • @recallmax - Long-context memory enhancement (also free from Genesis Marketplace)

Links

Primary Stack

TypeScript

Tooling Surface

Guide only

Workspace Path

.agents/skills/tool-use-guardian

Operational Ecosystem

The complete hardware and software toolchain required.

This skill is mostly documentation-driven and does not expose extra scripts, references, examples, or templates.

Module Topology

Skill File
Parsed metadata
Skills UI
Launch context
Chat Session
Antigravity Core

Antigravity Core

Principal Engineering Agent

A high-performance agentic architecture developed by Deepmind for autonomous coding tasks.
120 Installs
4.2 Reliability
1 Workspace Files
4.2
Workspace Reliability Avg
5
68%
4
22%
3
10%
2
0%
1
0%
No explicit validation signals were parsed for this skill yet, but the module remains available for inspection and chat launch.

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