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byok-custom-model

starchild-ai-agent/official-skills

How to install byok-custom-model

npx skills add https://github.com/starchild-ai-agent/official-skills --skill byok-custom-model
Claude Code
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Full instructions (SKILL.md)

Source of truth, from starchild-ai-agent/official-skills.


name: byok-custom-model version: 2.3.2 description: | Register a custom LLM endpoint with your own API key for chat in Starchild.

Use when adding a personal Anthropic, OpenAI, Grok, Qwen, DeepSeek, NEAR AI, or Venice key as a chat model (e.g. add my Claude key, register DeepSeek). author: starchild delivery: script protected: true tags: [byok, custom-model, llm, openrouter, anthropic, openai, xai, grok, deepseek, qwen, kimi, mimo, gemini, venice, near-ai, tee, confidential-inference]


๐Ÿ”‘ BYOK โ€” Custom LLM Models

Register a custom LLM endpoint to the model selector. Bypasses the platform proxy โ€” the user supplies their own API key, the agent hits the vendor / aggregator directly (OpenRouter, DashScope, Anthropic native, NEAR AI Cloud TEE, self-hosted, etc.).

This is a script-mode skill โ€” no tools registered. Read this file, then call the exports from a bash block.

See also

  • config/context/references/model-onboarding.md โ€” broader model selection / OAuth context
  • chatgpt-codex-onboarding skill โ€” for ChatGPT/Codex OAuth (different mechanism, NOT BYOK)

Curated vendors (always check this first)

The skill ships with 11 pre-configured vendors. Always match the user's intent against this list before asking for any URL, model name, or API example โ€” base_url / wire / thinking / capabilities are all pre-filled, so a curated match goes straight to add_template(vendor=...).

Vendor idUse when user mentionsโ€ฆ
anthropicClaude, Anthropic
openaiGPT-4o, GPT-5, OpenAI direct
xaiGrok, xAI
qwenQwen, ้€šไน‰ๅƒ้—ฎ, DashScope
deepseekDeepSeek
kimiKimi, Moonshot
mimoMiMo, ๅฐ็ฑณ
geminiGemini
gemmaGemma
near-aiprivacy, TEE, confidential inference, "don't log my data", Web3-native
veniceVenice (only if user names it; see Privacy-first tier below)

Onboarding flow โ€” templates first

  1. Check the curated vendors table above. If the user's intent matches one, go straight to add_template(vendor=...) and skip to step 5. Do NOT ask for a URL.
  2. Only if no curated vendor matches: ask the user to paste the provider's official API example from their docs (curl / requests / fetch sample). Tell them not to include a real API key โ€” placeholders or fake keys are fine.
  3. Run parse_example to auto-detect base_url, upstream_model, wire (openai vs anthropic), thinking params, and vendor-specific request fields.
  4. Review the draft with the user, then call add(...) โ€” the entry is written to custom_models.yaml.
  5. If the result contains need_env_input, immediately call the request_env_input tool with env_vars and reason from that payload. This pops the secure-input UI; the user enters the key; it lands in workspace/.env. This step is mandatory โ€” the script cannot pop the UI itself.

Privacy-first tier: near-ai and venice both target privacy-sensitive users, but NEAR AI is the cleaner integration โ€” Venice's TEE story is itself built on top of NEAR AI + Phala, so going direct to NEAR AI yields a shorter trust chain (Intel + NVIDIA silicon + NEAR's reproducible enclave image; no product-layer proxy in between). Curated NEAR model list is open-weight TEE-protected only โ€” NEAR's catalog also proxies Claude / GPT-5 / Gemini Pro under "Anonymized, not TEE-protected" mode, which we deliberately exclude since the entire privacy value-prop here is the hardware enclave.

Whenever NEAR AI is in scope, always recommend a TEE-protected (privacy) model โ€” that's the entire reason a user picks NEAR over OpenAI/Anthropic direct. The curated list is already TEE-only, so add_template(vendor='near-ai') defaults are safe. If the user asks to register a non-TEE model on NEAR (e.g. NEAR's anonymized Claude passthrough), warn them it weakens the privacy guarantee and recommend they either stay on a curated TEE model or register the upstream vendor directly.

NEAR AI reasoning protocol: NEAR uses chat_template_kwargs nested under extra_body instead of the top-level reasoning_effort/thinking/enable_thinking that other vendors use. The provider handles this automatically via the nearai_chat_template thinking_capability rule. Per-model parameter names vary (GLM/Qwen3.5/Qwen3.6 use enable_thinking, DeepSeek-V3 uses thinking, gpt-oss is always-on). Full spec: docs.near.ai/cloud/reasoning-models. Default model Qwen/Qwen3.6-35B-A3B-FP8 works out of the box; Qwen3.5-122B-A10B ships with thinking_mode='disabled' because its hidden-thinking pattern would otherwise cause finish=length, content=null on baseline calls.


Script usage

python3 - <<'EOF'
import sys, json
sys.path.insert(0, "/data/workspace/skills/byok-custom-model")
from exports import (
    templates, list_models, get, parse_example,
    list_vendor_models, add, add_template, remove,
)

# Enumerate the 11 curated vendor presets
print(json.dumps(templates(), indent=2))

# One-click registration for a curated vendor
result = add_template(vendor="qwen")
print(json.dumps(result, indent=2))
EOF

Functions

FunctionRequired argsPurpose
templates()โ€”List the 11 curated vendor presets
list_vendor_models(vendor)vendorLive /models catalog (only if the template has model_discovery)
add_template(vendor, *, upstream_model=None, name=None)vendorOne-click registration for a curated vendor (recommended path)
parse_example(api_example)api_exampleParse docs API example into a safe draft (non-curated vendors)
add(upstream_model, base_url, ...)upstream_model, base_urlRegister from custom args (use after parse_example)
list_models()โ€”Show all registered custom entries
get(model_id)model_idInspect one entry
remove(model_id)model_idDelete an entry

All functions return a dict with ok: True on success or ok: False, error: "..." on failure.

Handling need_env_input (mandatory two-step pattern)

add() and add_template() may include a need_env_input field in their result when the API key env var is not yet set. The script CANNOT pop the secure-input UI itself โ€” it has no access to the user's open SSE stream. The calling agent must do it:

# After add_template / add returns:
if result.get("need_env_input"):
    nei = result["need_env_input"]
    # Call the in-process tool โ€” pseudocode, actual signature is tool-side:
    request_env_input(env_vars=nei["env_vars"], reason=nei["reason"])

The popup, the .env write, and the channel-specific UX (web popup / TG card / WeChat text prompt) are all handled by request_env_input. Do NOT prompt the user to paste the key in chat as a fallback โ€” just call the tool.


After registration

  • The model appears in the selector prefixed with custom/.
  • User switches via /model custom/<name> (e.g. /model custom/qwen-plus-e3f4) or the model picker UI.
  • Subsequent calls bypass the platform proxy โ€” vendor pricing applies directly to the user's BYOK quota.

Critical rules

  • Never accept an API key pasted in chat. If the user pastes one, ignore it, refuse to register, and tell them the secure popup is the only safe channel.
  • Never re-issue the secure-input popup automatically if the user hasn't responded โ€” wait.
  • If need_env_input is returned, always call request_env_input. Do not skip, do not ask the user to paste the key, do not retry add_template hoping it will pop the UI โ€” it won't.
  • Never write to workspace/config/custom_models.yaml or workspace/.env by hand. Always go through the exports above.
  • The 11 curated vendors always use add_template. Only use parse_example + add for self-hosted or rare providers.

xAI Grok โ€” note on the subscription confusion

Users frequently mix up two unrelated xAI products:

  • X Premium / SuperGrok subscription ($30/mo on x.com) โ€” chat UI access only. Does not include API access.
  • console.x.ai โ€” independent developer account, separate billing. Generates API keys, $25 in promo credits for new accounts, then pay-per-token.

If a user wants to add Grok via BYOK, point them at https://console.x.ai/ โ€” not x.com / Premium / SuperGrok. The xai template's homepage field already deep-links to the right place. Hermes / Grok-CLI's OAuth-to-subscription flow relies on a first-party client_id whitelist that xAI does not extend to third-party cloud agents, so the BYOK API-key path is the only realistic integration for hosted products.