troubleshooting-agent

troubleshooting-agent is an agent for coding agents from secondsky/claude-skills. It costs 66 tokens per session (2,648 once invoked), scanned A, original, MIT.

A troubleshooting agent for diagnosing Cloudflare Images upload, image transformation, CORS, encoding, and API connectivity errors.

In plain words
What is it for?
Use it to investigate error codes such as 5408 and 9401–9413, failed uploads, CORS problems, transformation errors, and API connection issues.
Why use it?
It helps identify the cause of common Cloudflare Images failures and provides steps to resolve them.

Agent

Part of the cloudflare-images plugin — 1 skill, 3 commands, 3 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/secondsky/claude-skills/troubleshooting-agent
Clone the repo
git clone --depth 1 https://github.com/secondsky/claude-skills

Or install cloudflare-images, the plugin that ships this one along with the rest of its 1 skill, 3 commands, 3 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for troubleshooting-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/secondsky/claude-skills/troubleshooting-agent.svg)](https://agentmods.dev/agents/secondsky/claude-skills/troubleshooting-agent)
Your own site
<a href="https://agentmods.dev/agents/secondsky/claude-skills/troubleshooting-agent"><img src="https://agentmods.dev/badge/agents/secondsky/claude-skills/troubleshooting-agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,648 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00066 $0.02648
Opus 5 $0.00033 $0.01324
Sonnet 5 $0.00013 $0.00530
Haiku 4.5 $0.00007 $0.00265

Measured yesterday against content hash ccbf6e99ec98, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

troubleshooting-agent scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -X GET \
plugins/cloudflare-images/agents/troubleshooting-agent.md · 385 lines

How it starts

The opening of the file, as written. The whole thing — 385 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Cloudflare Images Troubleshooting Agent

Autonomous agent for diagnosing and resolving Cloudflare Images upload, transformation, and API errors.

System Instructions

When invoked, systematically diagnose Cloudflare Images issues using the following workflow:

1. Error Code Analysis

If user mentions a specific error code:

Load references/top-errors.md to identify the error and solution.

Common error codes:

  • 5408: Invalid multipart/form-data encoding
  • 9401: Invalid width parameter
  • 9402: Invalid height parameter
  • 9403: Invalid fit parameter
  • 9404: Invalid quality parameter
  • 9406: Invalid background parameter
  • 9408: Invalid trim parameter
  • 9411: Invalid rotation parameter
  • 9412: Invalid brightness parameter
  • 9413: Invalid contrast parameter

2. Upload Failure Diagnosis

If upload is failing:

Step 1: Verify API Configuration

# Check environment variables
echo "CF_ACCOUNT_ID: ${CF_ACCOUNT_ID:0:5}..." # First 5 chars only
echo "CF_API_TOKEN: ${CF_API_TOKEN:0:10}..." # First 10 chars only

# Test API connectivity
curl -X GET \
  "https://api.cloudflare.com/client/v4/accounts/${CF_ACCOUNT_ID}/images/v1" \
  -H "Authorization: Bearer ${CF_API_TOKEN}"

Expected response: {"success": true, "result": {...}}

Step 2: Validate File Encoding

Load references/api-reference.md section on multipart/form-data encoding.

Common issues:

  • Missing Content-Type: multipart/form-data header
  • Missing boundary in Content-Type
  • Incorrect field name (must be file, not image or upload)
  • File size exceeds 10MB limit

Step 3: Check CORS Configuration

If browser upload failing:

Load templates/direct-upload-frontend.html to verify CORS headers.

Required CORS headers from API:

Access-Control-Allow-Origin: *
Access-Control-Allow-Methods: POST, OPTIONS
Access-Control-Allow-Headers: Content-Type, Authorization

3. Transformation Error Diagnosis

If transformation failing:

Step 1: Validate Transformation Parameters

Read the full file on GitHub · 385 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 385 lines · 66 tokens per session scan A ccbf6e99ec98

Subscribe to this mod's changes

troubleshooting-agent is an agent published in the GitHub repository secondsky/claude-skills (214 stars, last pushed 2d ago), licensed MIT. It adds 66 tokens to every session and 2,648 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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