Borrowing it
Nothing to install: this file belongs to quangdang46/openproxy. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/quangdang46/openproxy/main/.agents/skills/openproxy-image/SKILL.mdgit clone --depth 1 https://github.com/quangdang46/openproxyWrote 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.
[](https://agentmods.dev/skills/quangdang46/openproxy/openproxy-image)<a href="https://agentmods.dev/skills/quangdang46/openproxy/openproxy-image"><img src="https://agentmods.dev/badge/skills/quangdang46/openproxy/openproxy-image/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/quangdang46/openproxy/openproxy-image"><img src="https://agentmods.dev/badge/skills/quangdang46/openproxy/openproxy-image.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00112 | $0.05389 |
| Opus 5.5 | $0.00045 | $0.02156 |
| Sonnet 5.5 | $0.00022 | $0.01078 |
| Haiku 4.5 | $0.00011 | $0.00539 |
Grade A, and why
openproxy-image scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 29d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -sS http://127.0.0.1:4623/health # liveness, no auth required How it starts
The opening of the file, as written. The whole thing — 417 lines — stays where its author put it; the contents beside it link to each section on GitHub.
openproxy — image generation
OpenProxy exposes an OpenAI-compatible image API on 127.0.0.1:4623. One endpoint —
POST /v1/images/generations — fans out to every provider that has a native image
adapter, and falls through to a generic upstream forwarder for anything else. This
skill covers:
- Calling the endpoint with a real request
- Addressing a model (
<provider>/<model-id>) and finding the valid ids - Which providers actually serve images
- Account rotation, OAuth refresh, and combos on this route
- Adding a brand-new image endpoint with a custom provider node
- Verifying the whole chain
Every command is non-interactive and copy-pasteable.
0 · Preflight
command -v openproxy && openproxy --version || echo "not installed"
curl -sS http://127.0.0.1:4623/health # liveness, no auth required
# Management + /v1 auth: the admin key from `openproxy server init`, or any
# key minted with `openproxy key add`.
export OPENPROXY_API_KEY="$(cat "$HOME/.openproxy/admin.key" 2>/dev/null || true)"
curl -sS http://127.0.0.1:4623/v1/models/image \
-H "Authorization: Bearer $OPENPROXY_API_KEY"
If the server is not running: openproxy server start --detach --no-open.
If /v1/* answers 401, the router's require_api_key setting is on (there is no
REQUIRE_API_KEY env var — no code reads it) and the bearer is
wrong — see .agents/skills/openproxy/SKILL.md §2.
/v1/* is gated on the require_api_key setting (default follows require_login;
require_api_key setting). The management API under /api/* takes the same bearer via
require_dashboard_or_management_api_key. One key works for both.
1 · The endpoint
Registered in src/server/api/mod.rs:
| Route | Handler | Body |
|---|---|---|
POST /v1/images/generations |
media::images_generations |
JSON |
POST /v1/images/edits |
media::images_edits |
JSON |
OPTIONS on both |
media::cors_options |
— |
Both routes are also registered under a double prefix — /v1/v1/images/generations
and /v1/v1/images/edits — so a client that already appends /v1 to a base URL
still lands. Both handlers return Access-Control-Allow-Origin: *.
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.
- 29d ago First seen · 417 lines · 112 tokens per session scan A 0c7016f60dfc
openproxy-image is a skill published in the GitHub repository quangdang46/openproxy (29 stars, last pushed 5d ago), licensed MIT. It adds 112 tokens to every session and 5,389 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-09-29.
Other skills, from other repositories
implementing-api-schema-validation-security
Implement API schema validation using OpenAPI specifications and JSON Schema to enforce input/output contracts and prevent injection, data exposure, and mass assignment attacks.
keirouter-chat
Chat / code generation via KeiRouter using OpenAI /v1/chat/completions or Anthropic /v1/messages format with streaming + auto-fallback combos. Use when the user wants to ask an LLM, generate code, summarize text, or run prompts through KeiRouter.
keirouter-embeddings
Generate vector embeddings via KeiRouter /v1/embeddings using OpenAI / Mistral / Cohere / Voyage / NVIDIA / AWS Bedrock and other embedding models for RAG, semantic search, similarity. Use when the user wants embeddings, vectors, RAG, semantic search, or to embed text.
10router
Entry point for 10Router — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, embeddings, web search, web fetch. Use when the user mentions 10Router, TENROUTERURL, or wants AI without writing provider boilerplate. This skill covers setup + indexes capability skills; fetch the relevant capability…
post-processing
Extract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state, extract line profiles through the domain, generate statistical summaries and distributions, calculate derived quantities (gradients, fluxes, volume fractions…
linear-solvers
Select and configure linear solvers for Ax=b systems arising in numerical simulations — choose between direct (LU, Cholesky) and iterative (CG, GMRES, BiCGSTAB, MINRES) methods, analyze sparsity patterns and matrix conditioning, recommend preconditioners (AMG, ILU, IC), apply row/column scaling, and diagnose…