Chalk Labs
Need help deploying ota_llm_model_routing?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/shaoxing-xie-ota-llm-model-routing
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/ota-llm-model-routing
What's inside
- Skill name
ota_llm_model_routing- Description
- 哪类任务用哪档模型、与 OpenClaw 路由 JSON 同步;维护者向。
- License
- MIT
- Instructions
- 22 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: only lowercase letters, digits and single hyphens allowed
- name: "ota_llm_model_routing" does not match folder "ota-llm-model-routing"
- files: referenced but missing: scripts/sync_openclaw_model_routes.py, scripts/README.md
Files (2)
- SKILL.md
- _meta.json
SKILL.md (first lines)
# OTA:模型分档与路由 ## 何时使用 - 调整 **主备模型**、分场景路由(研究 vs 巡检 vs 工具调用)。 - 同步本机 `openclaw.json` / 模型路由脚本产出。 ## 规程 1. **读实施文档**:按任务类型选择档位,避免高成本模型跑纯工具编排。 2. **脚本**:仓库内 `scripts/sync_openclaw_model_routes.py`(见 `scripts/README.md`)。 3. **变更后**:重启 Gateway 并抽样跑一条工作流。 ## 权威文档 - `docs/openclaw/LLM_模型分档与路由实施方案.md` ## 运行时探活(不写配置) - 任意 agent 可使用技能 **`ota_agent_model_probe`**,通过 CLI backend **`probe_agent_models`** 对指定 `agent` id 做主备链最小探活;详见该技能说明。
From shaoxing-xie/etf-options-ai-assistant, MIT.
More from shaoxing-xie/etf-options-ai-assistant
- 0.560score
market-sentinel
shaoxing-xie
市场情绪哨兵,聚合涨停/资金/北向/板块四源,输出综合评分、阶段判定与反证(非交易指令)。
SkillCFreshness: C★ 37Claude Code +9 - 0.560score
strategy-backtester
shaoxing-xie
策略回测师,基于历史行情与技术指标执行轻回测编排并输出绩效评估。
SkillCFreshness: C★ 37Claude Code +9 - 0.558score
chief-analyst
shaoxing-xie
Orchestrate multiple analysis skills and surface agreement vs conflict (no extra data fetch).
SkillCFreshness: C★ 37Claude Code +9 - 0.555score
ota-equity-valuation-brief
shaoxing-xie
单标的估值语义摘要(PE/PB + 历史分位模板),开箱即用;深挖请转 fundamental-analyst。
SkillCFreshness: C★ 37Claude Code +9 - 0.553score
ota_equity_factor_screening_brief
shaoxing-xie
解读 tool_screen_equity_factors / tool_finalize_screening_nightly:universe、因子、success/quality_score/degraded/config_hash、申万映射与熔断;与旧 tool_quantitative_screening…
SkillCFreshness: C★ 37Claude Code +9 - 0.550score
ota-flow-sentiment-brief
shaoxing-xie
A 股资金流向与板块热度语义摘要(模板);深挖请转 fund-flow-analyst。
SkillCFreshness: C★ 37Claude Code +9 - 0.550score
ota_chart_console_pro
shaoxing-xie
TradingView 对标二期图表研究台运维与验收规程:启动、健康检查、UI核查、常见报错定位(HEAD 501 / NaN / slice)、回退与冒烟脚本。
SkillCFreshness: C★ 37Claude Code +9 - 0.550score
ota-market-regime-brief
shaoxing-xie
市场 regime + 指数快照 + 可选板块热度语义摘要;深挖请转 market-scanner。
SkillCFreshness: C★ 37Claude Code +9 - 0.499score
etf-options-merged-copilot
shaoxing-xie
Guides use of merged facade tools (enum routing to analysis/data_collection) and trading_copilot orchestration in etf-options-ai-assistant.
SkillDFreshness: D★ 37Claude Code +9 - 0.495score
fund-flow-analyst
shaoxing-xie
资金流分析师,聚焦主力、北向、板块与个股的多层资金结构分析。
SkillDFreshness: D★ 37Claude Code +9 - 0.495score
strategy-backtester
shaoxing-xie
策略回测师,基于历史行情与技术指标执行轻回测编排并输出绩效评估。
SkillDFreshness: D★ 37Claude Code +9 - 0.495score
market-scanner
shaoxing-xie
市场扫描仪,提供盘前/盘中/盘后三阶段市场扫描、异动识别与情绪状态判断。
SkillDFreshness: D★ 37Claude Code +9
Signals
- Stars
- 37
- Forks
- 9
- Open issues
- 1
- Last commit (this folder)
- Apr 14, 2026 (6 months ago)
- Last release
- Apr 14, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from shaoxing-xie
- 0.560score
strategy-backtester
shaoxing-xie
策略回测师,基于历史行情与技术指标执行轻回测编排并输出绩效评估。
SkillCFreshness: C★ 37Claude Code +9 - 0.560score
market-sentinel
shaoxing-xie
市场情绪哨兵,聚合涨停/资金/北向/板块四源,输出综合评分、阶段判定与反证(非交易指令)。
SkillCFreshness: C★ 37Claude Code +9 - 0.558score
chief-analyst
shaoxing-xie
Orchestrate multiple analysis skills and surface agreement vs conflict (no extra data fetch).
SkillCFreshness: C★ 37Claude Code +9 - 0.555score
ota-equity-valuation-brief
shaoxing-xie
单标的估值语义摘要(PE/PB + 历史分位模板),开箱即用;深挖请转 fundamental-analyst。
SkillCFreshness: C★ 37Claude Code +9 - 0.553score
ota_equity_factor_screening_brief
shaoxing-xie
解读 tool_screen_equity_factors / tool_finalize_screening_nightly:universe、因子、success/quality_score/degraded/config_hash、申万映射与熔断;与旧 tool_quantitative_screening…
SkillCFreshness: C★ 37Claude Code +9 - 0.550score
ota-flow-sentiment-brief
shaoxing-xie
A 股资金流向与板块热度语义摘要(模板);深挖请转 fund-flow-analyst。
SkillCFreshness: C★ 37Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get ota_llm_model_routing running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
ota_llm_model_routing skill. Agent Mart. https://agentmart.dev/skills/shaoxing-xie-ota-llm-model-routing (last updated 2026-10-24)