Agent Squad Python Guide
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
Diagnose and fix common OpenRouter API errors. An agent skill from jeremylongshore/tons-of-skills-marketplace.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .claude/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errorsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .agents/skills/openrouter-common-errors && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .agents/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .cursor/skills/openrouter-common-errors && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .cursor/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/openrouter-common-errors--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .gemini/skills/openrouter-common-errors && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .gemini/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errorsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .github/skills/openrouter-common-errors && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .github/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openrouter-common-errors -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openrouter-common-errors --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/openrouter-common-errors .opencode/skills/openrouter-common-errors && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openrouter-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openrouter-common-errors into .opencode/skills/openrouter-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openrouter-common-errors", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
openrouter-common-errorsDiagnose 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. 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.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepBash(python3:*)Bash(node:*)Bash(curl:*)Bash(jq:*)From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curljqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
openrouter.aiAlso links to:
status.openrouter.aiFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
OPENROUTER_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
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.
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.
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.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 695 words, ~2,734 tokens.
.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.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.
sk-or-v1-...) exported as OPENROUTER_API_KEY — see the openrouter-install-auth skill for setupcurl and jq to run the Diagnostic Scriptrequests package if you use the Prevention Middleware's pre-flight model checkcode using the Complete Error Reference table (400/401/402/403/408/429/5xx each map to a specific fix).error.code, error.message, and error.metadata.provider_name tell you whether OpenRouter or the upstream provider failed.GET /api/v1/auth/key, computes remaining credits, verifies the model exists in /api/v1/models, and fires a minimal 1-token completion.safe_completion() from Python Error Handler — max_retries=3 auto-retries 429 and 5xx, and each exception class raises with its exact remedy.validate_before_send() from Prevention Middleware to catch bad model IDs (with suggestions), malformed messages, and context overflows before spending money on a 400.| HTTP | Error Code | Cause | Fix |
|---|---|---|---|
| 400 | bad_request | Malformed request body | Validate messages array format; ensure model ID includes provider prefix |
| 400 | invalid_model | Model ID not found | Check model exists: curl -s https://openrouter.ai/api/v1/models | jq '.data[].id' |
| 400 | context_length_exceeded | Prompt + max_tokens > model limit | Reduce prompt size or use a larger-context model |
| 400 | invalid_tool_schema | Tool definition has unsupported types | Use basic JSON Schema types only (string, number, boolean, object, array) |
| 401 | invalid_api_key | Key malformed, revoked, or wrong | Regenerate at openrouter.ai/keys; key must start with sk-or-v1- |
| 401 | missing_api_key | No Authorization header | Add Authorization: Bearer sk-or-v1-... header |
| 402 | insufficient_credits | Credit balance is zero | Top up at openrouter.ai/credits |
| 402 | credit_limit_reached | Per-key credit limit hit | Increase key limit in dashboard or create new key |
| 403 | key_disabled | Key was disabled by admin | Re-enable in dashboard or create new key |
| 408 | request_timeout | Model took too long | Reduce max_tokens; use streaming; try faster model |
| 429 | rate_limit_exceeded | Too many requests per interval | SDK auto-retries; increase max_retries; use multiple keys |
| 502 | provider_error | Upstream provider returned error | Retry with backoff; try different provider via provider.order |
| 503 | model_unavailable | Model temporarily offline | Use fallback models; check status.openrouter.ai |
{
"error": {
"code": 401,
"message": "Invalid API key. Please check your API key and try again.",
"metadata": {
"provider_name": "Anthropic",
"raw": "..."
}
}
}#!/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)"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}")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))/api/v1/models, and the HTTP status of a minimal live requestsafe_completion() — auth failures exit pointing at the key, 402s point at credit top-up, context overflows raise ValueError naming the model to trim forValueErrors 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 madeA healthy integration produces this from the Diagnostic Script:
=== OpenRouter Error Diagnostics ===
1. Auth: OK
2. Credits: $46.58 remaining
3. Model: openai/gpt-4o-mini available
4. Request: OKAny 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.
| Scenario | SDK Behavior | Your Action |
|---|---|---|
| 429 rate limit | Auto-retries with backoff | Increase max_retries or add keys |
| 5xx server error | Auto-retries with backoff | Increase max_retries; add fallback models |
| 401 auth error | Fails immediately (no retry) | Fix API key and retry |
| 400 bad request | Fails immediately (no retry) | Fix request parameters |
| 402 no credits | Fails immediately (no retry) | Top up credits |
max_retries (default 2, recommend 3-5)© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (references) in skills/.curated/openrouter-common-errors of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openrouter Common Errors this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.7k | Automated safety check: Pass | MIT | |
| Agent Squad Python Guide2FastLabs/agent-squad | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Embeddings via 9Routerdecolua/9router | 31k | — | ~604 | Automated safety check: Pass | MIT | |
| FreeRide Free Model ManagerShaivpidadi/FreeRide | 238 | 2 repos | ~1.1k | Automated safety check: Pass | None | |
| Using Ccproxy Inspectorstarbaser/ccproxy | 350 | — | ~2.7k | Automated safety check: Pass | Custom licence | |
| Outsourcereralexgreensh/outsourcerer | 171 | — | ~5.5k | Automated safety check: Notes | Custom licence |
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
decolua/9router
Generates vector embeddings through the 9Router /v1/embeddings endpoint, using models from providers such as OpenAI, Gemini, Mistral and Voyage for RAG and semantic search.
Shaivpidadi/FreeRide
Configures OpenClaw to use free OpenRouter models, setting the best one as primary and adding ranked fallbacks so rate limits do not interrupt work.
starbaser/ccproxy
Operates the ccproxy inspector MITM system for intercepting, inspecting, and transforming LLM API traffic.
alexgreensh/outsourcerer
Cross-harness orchestrator for AI coding work. An agent skill from alexgreensh/outsourcerer.
glitternetwork/pinme
A skill your agent uses when a PinMe project (Worker TypeScript) needs to call OpenRouter-backed LLM APIs, including models, chat/completions, streaming, or OpenRouter web search.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
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.
Openrouter Common Errors fits situations like: encountering error codes; unexpected failures; debugging API responses.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.