Agent skill

Openrouter Common Errors

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Diagnose and fix common OpenRouter API errors. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedAI & LLM Engineering

Install Openrouter Common Errors

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .claude/skills/openrouter-common-errors && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
openrouter-common-errors
GitHub stars
2.8k
Token cost
~2.7k tokens
SKILL.md length
695 words
Files
7 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Diagnose and fix common OpenRouter API errors. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 6 steps: Identify the failure by HTTP status and… → Inspect the body per Error Response… → Run the Diagnostic Script: it checks… → …
  • Encountering error codes
  • SKILL.md covers Overview, Prerequisites, Instructions and Complete Error Reference, plus 9 more sections
  • Calls curl and jq; reaches openrouter.ai; needs OPENROUTER_API_KEY

What it does

Openrouter Common Errors is an agent skill from jeremylongshore/tons-of-skills-marketplace. Diagnose and fix common OpenRouter API errors. Use when encountering error codes, unexpected failures, or debugging API responses. Triggers: 'openrouter error', 'openrouter 401', 'openrouter 429', 'openrouter 402', 'fix openrouter'.

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/authentication-errors-(401).md`, `references/errors.md` and `references/examples.md`). Compatibility notes: Designed for Claude Code

It sits in AI & LLM Engineering, covering Model routing and gateways. It works with OpenRouter and Python. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Encountering error codes
  • Unexpected failures
  • Debugging API responses

Example prompts

  • “openrouter error”
  • “openrouter 401”
  • “openrouter 429”
  • “/openrouter-common-errors”

Requirements

  • Python 3
  • Node.js
  • A credential in OPENROUTER_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Bash(python3:*), Bash(node:*), Bash(curl:*), Bash(jq:*)

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Identify the failure by HTTP status and code using the Complete Error Reference table (400/401/402/403/408/429/5xx each map to a specific…
  2. Inspect the body per Error Response Format — error.code, error.message, and error.metadata.provider_name tell you whether OpenRouter or…
  3. Run the Diagnostic Script: it checks auth via GET /api/v1/auth/key, computes remaining credits, verifies the model exists in…
  4. Wrap production calls with safe_completion() from Python Error Handler — max_retries=3 auto-retries 429 and 5xx, and each exception class…
  5. Add validate_before_send() from Prevention Middleware to catch bad model IDs (with suggestions), malformed messages, and context overflows…
  6. If errors persist across retries and providers, check status.openrouter.ai per the Error Handling table.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Grep
    • Bash(python3:*)
    • Bash(node:*)
    • Bash(curl:*)
    • Bash(jq:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • openrouter.ai

    Also links to:

    • status.openrouter.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • OPENROUTER_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Openrouter Common Errors loads about 2.7k tokens when it runs, and up to ~5.4k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 695 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 695 words, ~2,734 tokens.

Download SKILL.mdSave it as .claude/skills/openrouter-common-errors/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
openrouter-common-errors
description
Diagnose and fix common OpenRouter API errors. Use when encountering error codes, unexpected failures, or debugging API responses. Triggers: 'openrouter error', 'openrouter 401', 'openrouter 429', 'openrouter 402', 'fix openrouter'.
allowed-tools
Read, Write, Edit, Grep, Bash(python3:*), Bash(node:*), Bash(curl:*), Bash(jq:*)
compatibility
Designed for Claude Code
version
1.20.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, openrouter, errors, debugging, troubleshooting

OpenRouter Common Errors

Overview

OpenRouter returns standard HTTP error codes plus OpenRouter-specific error codes in the response body. The most common: 401 (auth), 402 (credits), 429 (rate limit), 400 (bad request), and 5xx (upstream provider errors). Each error includes a code field and a human-readable message. This skill covers every common error, its root cause, and the exact fix.

Prerequisites

  • An OpenRouter API key (sk-or-v1-...) exported as OPENROUTER_API_KEY — see the openrouter-install-auth skill for setup
  • curl and jq to run the Diagnostic Script
  • Python 3.8+ with the OpenAI SDK for the categorized error handler; Node.js 18+ for the TypeScript typed-error classifier in the references
  • The requests package if you use the Prevention Middleware's pre-flight model check

Instructions

  1. Identify the failure by HTTP status and code using the Complete Error Reference table (400/401/402/403/408/429/5xx each map to a specific fix).
  2. Inspect the body per Error Response Format — error.code, error.message, and error.metadata.provider_name tell you whether OpenRouter or the upstream provider failed.
  3. Run the Diagnostic Script: it checks auth via GET /api/v1/auth/key, computes remaining credits, verifies the model exists in /api/v1/models, and fires a minimal 1-token completion.
  4. Wrap production calls with safe_completion() from Python Error Handler — max_retries=3 auto-retries 429 and 5xx, and each exception class raises with its exact remedy.
  5. Add validate_before_send() from Prevention Middleware to catch bad model IDs (with suggestions), malformed messages, and context overflows before spending money on a 400.
  6. If errors persist across retries and providers, check status.openrouter.ai per the Error Handling table.

Complete Error Reference

HTTPError CodeCauseFix
400bad_requestMalformed request bodyValidate messages array format; ensure model ID includes provider prefix
400invalid_modelModel ID not foundCheck model exists: curl -s https://openrouter.ai/api/v1/models | jq '.data[].id'
400context_length_exceededPrompt + max_tokens > model limitReduce prompt size or use a larger-context model
400invalid_tool_schemaTool definition has unsupported typesUse basic JSON Schema types only (string, number, boolean, object, array)
401invalid_api_keyKey malformed, revoked, or wrongRegenerate at openrouter.ai/keys; key must start with sk-or-v1-
401missing_api_keyNo Authorization headerAdd Authorization: Bearer sk-or-v1-... header
402insufficient_creditsCredit balance is zeroTop up at openrouter.ai/credits
402credit_limit_reachedPer-key credit limit hitIncrease key limit in dashboard or create new key
403key_disabledKey was disabled by adminRe-enable in dashboard or create new key
408request_timeoutModel took too longReduce max_tokens; use streaming; try faster model
429rate_limit_exceededToo many requests per intervalSDK auto-retries; increase max_retries; use multiple keys
502provider_errorUpstream provider returned errorRetry with backoff; try different provider via provider.order
503model_unavailableModel temporarily offlineUse fallback models; check status.openrouter.ai
Show full SKILL.md (263 more words)Show less

Error Response Format

json
{
  "error": {
    "code": 401,
    "message": "Invalid API key. Please check your API key and try again.",
    "metadata": {
      "provider_name": "Anthropic",
      "raw": "..."
    }
  }
}

Diagnostic Script

bash
#!/bin/bash
echo "=== OpenRouter Error Diagnostics ==="

# 1. Test authentication
echo -n "1. Auth: "
AUTH=$(curl -s -o /dev/null -w "%{http_code}" \
  https://openrouter.ai/api/v1/auth/key \
  -H "Authorization: Bearer $OPENROUTER_API_KEY")
[ "$AUTH" = "200" ] && echo "OK" || echo "FAIL (HTTP $AUTH)"

# 2. Check credit balance
echo -n "2. Credits: "
CREDITS=$(curl -s https://openrouter.ai/api/v1/auth/key \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" | \
  jq -r '(.data.limit // 0) - .data.usage')
echo "\$$CREDITS remaining"

# 3. Test model availability
echo -n "3. Model: "
MODEL="openai/gpt-4o-mini"
EXISTS=$(curl -s https://openrouter.ai/api/v1/models | \
  jq --arg m "$MODEL" '[.data[] | select(.id == $m)] | length')
[ "$EXISTS" -gt 0 ] && echo "$MODEL available" || echo "$MODEL NOT FOUND"

# 4. Test a minimal request
echo -n "4. Request: "
RESP=$(curl -s -w "\n%{http_code}" \
  https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"openai/gpt-4o-mini","messages":[{"role":"user","content":"hi"}],"max_tokens":1}')
HTTP=$(echo "$RESP" | tail -1)
[ "$HTTP" = "200" ] && echo "OK" || echo "FAIL (HTTP $HTTP)"

Python Error Handler

python
import os
from openai import OpenAI, APIError, AuthenticationError, RateLimitError, BadRequestError, APITimeoutError

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key=os.environ["OPENROUTER_API_KEY"],
    max_retries=3,  # Auto-retry 429 and 5xx
    timeout=30.0,
    default_headers={"HTTP-Referer": "https://my-app.com", "X-Title": "my-app"},
)

def safe_completion(messages, model="openai/gpt-4o-mini", **kwargs):
    """Completion with categorized error handling."""
    try:
        return client.chat.completions.create(
            model=model, messages=messages, **kwargs
        )
    except AuthenticationError as e:
        # 401: Bad or missing API key
        raise SystemExit(f"AUTH ERROR: Check OPENROUTER_API_KEY. {e}")
    except BadRequestError as e:
        # 400: Bad model ID, invalid params, context too long
        if "context_length" in str(e):
            raise ValueError(f"Prompt too long for {model}. Trim or use larger-context model.")
        raise ValueError(f"Bad request: {e}")
    except RateLimitError:
        # 429: SDK already retried max_retries times
        raise RuntimeError("Rate limited after all retries. Wait or use more API keys.")
    except APITimeoutError:
        # Timeout: model too slow
        raise TimeoutError(f"Model {model} timed out. Try streaming or a faster model.")
    except APIError as e:
        # 402, 5xx, other
        if e.status_code == 402:
            raise RuntimeError("Insufficient credits. Top up at openrouter.ai/credits")
        raise RuntimeError(f"API error {e.status_code}: {e}")

Prevention Middleware

python
import requests

def validate_before_send(model: str, messages: list, max_tokens: int = 1024):
    """Pre-flight validation to catch common mistakes before API call."""
    errors = []

    # Check model exists
    models = requests.get("https://openrouter.ai/api/v1/models").json()["data"]
    model_ids = {m["id"] for m in models}
    if model not in model_ids:
        # Try to suggest correct ID
        prefix = model.split("/")[0] if "/" in model else ""
        suggestions = [m for m in model_ids if prefix and m.startswith(prefix)][:3]
        errors.append(f"Model '{model}' not found. Did you mean: {suggestions}")

    # Check messages format
    if not messages or not isinstance(messages, list):
        errors.append("messages must be a non-empty list")
    for msg in messages:
        if "role" not in msg or "content" not in msg:
            errors.append(f"Each message needs 'role' and 'content': {msg}")

    # Estimate context usage
    total_chars = sum(len(str(m.get("content", ""))) for m in messages)
    est_tokens = total_chars // 4
    model_info = next((m for m in models if m["id"] == model), None)
    if model_info:
        ctx_limit = model_info["context_length"]
        if est_tokens + max_tokens > ctx_limit:
            errors.append(f"Estimated {est_tokens} + {max_tokens} max_tokens > {ctx_limit} context limit")

    if errors:
        raise ValueError("Pre-flight validation failed:\n" + "\n".join(f"  - {e}" for e in errors))

Output

  • A four-line diagnostic report: auth OK/FAIL, dollars of credit remaining, model availability in /api/v1/models, and the HTTP status of a minimal live request
  • Categorized exceptions from safe_completion() — auth failures exit pointing at the key, 402s point at credit top-up, context overflows raise ValueError naming the model to trim for
  • Pre-flight ValueErrors from validate_before_send() listing every problem found (unknown model with suggested IDs, missing role/content fields, estimated-token overflow) before any API call is made

Examples

A healthy integration produces this from the Diagnostic Script:

text
=== OpenRouter Error Diagnostics ===
1. Auth: OK
2. Credits: $46.58 remaining
3. Model: openai/gpt-4o-mini available
4. Request: OK

Any FAIL line maps straight to a row in the Complete Error Reference table — e.g. 1. Auth: FAIL (HTTP 401) means regenerating the key at openrouter.ai/keys. More worked examples: references/examples.md.

Error Handling

ScenarioSDK BehaviorYour Action
429 rate limitAuto-retries with backoffIncrease max_retries or add keys
5xx server errorAuto-retries with backoffIncrease max_retries; add fallback models
401 auth errorFails immediately (no retry)Fix API key and retry
400 bad requestFails immediately (no retry)Fix request parameters
402 no creditsFails immediately (no retry)Top up credits

Enterprise Considerations

  • The OpenAI SDK handles 429 and 5xx retries automatically -- configure max_retries (default 2, recommend 3-5)
  • Implement pre-flight validation to catch 400 errors before making API calls (saves money and time)
  • Log error codes and rates to detect systematic issues (e.g., provider outages show as 502 spike)
  • Build a status dashboard that checks both your error rates and status.openrouter.ai
  • For 402 errors, implement credit balance monitoring with alerts at 20% remaining

References

  • Examples | Errors
  • Error Codes | Status

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (references) in skills/.curated/openrouter-common-errors of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/authentication-errors-(401).md
  • references/errors.md
  • references/examples.md
  • references/model-errors-(400).md
  • references/rate-limit-errors-(429).md
  • references/request-errors.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Openrouter Common Errors next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Openrouter Common Errors compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Openrouter Common Errors this skilljeremylongshore/tons-of-skills-marketplace2.8k—~2.7kAutomated safety check: PassMIT
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Embeddings via 9Routerdecolua/9router31k—~604Automated safety check: PassMIT
FreeRide Free Model ManagerShaivpidadi/FreeRide2382 repos~1.1kAutomated safety check: PassNone
Using Ccproxy Inspectorstarbaser/ccproxy350—~2.7kAutomated safety check: PassCustom licence
Outsourcereralexgreensh/outsourcerer171—~5.5kAutomated safety check: NotesCustom licence

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Questions about Openrouter Common Errors

What does Openrouter Common Errors do?

Diagnose and fix common OpenRouter API errors. An agent skill from jeremylongshore/tons-of-skills-marketplace. Openrouter Common Errors is an agent skill from jeremylongshore/tons-of-skills-marketplace. Diagnose and fix common OpenRouter API errors.

When should I use Openrouter Common Errors?

Openrouter Common Errors fits situations like: encountering error codes; unexpected failures; debugging API responses.

How do I install Openrouter Common Errors in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a claude-code`. Or copy the skill folder (skills/.curated/openrouter-common-errors in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/openrouter-common-errors in your project. Claude Code loads it when a task matches its description.

How do I install Openrouter Common Errors in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a codex`. Or copy the skill folder (skills/.curated/openrouter-common-errors in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/openrouter-common-errors in your project. Codex loads it when a task matches its description.

Can I use Openrouter Common Errors in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openrouter-common-errors, .gemini/skills/openrouter-common-errors, .github/skills/openrouter-common-errors and .opencode/skills/openrouter-common-errors in your project.

What does Openrouter Common Errors need to run?

Going by SKILL.md and its folder, Openrouter Common Errors needs the command-line tools its instructions call (curl and jq) and credentials named OPENROUTER_API_KEY. Our summary lists: Python 3; Node.js; A credential in OPENROUTER_API_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Bash(python3:*), Bash(node:*), Bash(curl:*), Bash(jq:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Openrouter Common Errors access the network?

SKILL.md names 2 domains. In commands or code: openrouter.ai; the agent is likely to contact it when it follows the instructions. As links in the text: status.openrouter.ai. This is read from the text; nothing was executed.

Is Openrouter Common Errors safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Openrouter Common Errors use?

Openrouter Common Errors is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Openrouter Common Errors use?

About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Openrouter Common Errors?

Skills that share tags, products or a category with Openrouter Common Errors: Agent Squad Python Guide (2FastLabs/agent-squad, 7.8k stars), Embeddings via 9Router (decolua/9router, 31k stars), FreeRide Free Model Manager (Shaivpidadi/FreeRide, 238 stars) and Using Ccproxy Inspector (starbaser/ccproxy, 350 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Openrouter Common Errors?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.