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Smart LLM Router for OpenClaw. Save up to 70% by routing every request to the right model. No coding required.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
SOC 職業分類に基づく
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/dvcrn/openclaw-skills-marketplace --skill manifestコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
SKILL.md を表示中
监控 OpenClaw GitHub 版本更新，获取最新版本发布说明，翻译成中文， 并推送到 Telegram 和 Feishu。用于：(1) 定时检查版本更新 (2) 推送版本更新通知 (3) 生成中文版发布说明
The philosophical layer for AI agents. Maps behavior to Spinoza's 48 affects, calculates persistence scores, and generates geometric self-reports. Give your agent a soul.
Order food/drinks (点餐) on an Android device paired as an OpenClaw node. Uses in-app menu and cart; add goods, view cart, submit order (demo, no real payment).
| name | manifest |
| description | Smart LLM Router for OpenClaw. Save up to 70% by routing every request to the right model. No coding required. |
Manifest is an OpenClaw plugin that:
Source: github.com/mnfst/manifest — MIT licensed. Homepage: manifest.build
Three commands, no coding:
openclaw plugins install manifest
openclaw config set plugins.entries.manifest.config.apiKey "mnfst_YOUR_KEY"
openclaw gateway restart
Get the API key at app.manifest.build → create an account → create an agent → copy the mnfst_* key.
After restart, the plugin auto-configures:
manifest/auto to the model allowlist (does not change your current default)manifest provider into ~/.openclaw/openclaw.jsonapp.manifest.buildmanifest_usage, manifest_costs, manifest_healthDashboard at app.manifest.build. Telemetry arrives within 10-30 seconds (batched OTLP export).
openclaw manifest
Shows: mode, endpoint reachability, auth validity, agent name.
On plugin registration, Manifest writes to these files:
| File | Change | Reversible |
|---|---|---|
~/.openclaw/openclaw.json | Adds models.providers.manifest provider entry; adds manifest/auto to agents.defaults.models allowlist | Yes — openclaw plugins uninstall manifest |
~/.openclaw/agents/*/agent/auth-profiles.json | Adds manifest:default auth profile | Yes — uninstall removes it |
~/.openclaw/manifest/config.json | Stores auto-generated API key (local mode only, file mode 0600) | Yes — delete ~/.openclaw/manifest/ |
~/.openclaw/manifest/manifest.db | SQLite database (local mode only) | Yes — delete the file |
No other files are modified. The plugin does not change your current default model.
openclaw plugins install manifest installs the manifest npm package.
packages/openclaw-plugin/)Verify before installing:
npm view manifest repository.url
npm view manifest dist.integrity
Use local mode only when data must never leave the machine.
openclaw plugins install manifest
openclaw config set plugins.entries.manifest.config.mode local
openclaw gateway restart
Dashboard opens at http://127.0.0.1:2099. Data stored locally in ~/.openclaw/manifest/manifest.db. No account or API key needed.
To expose over Tailscale (requires Tailscale on both devices, only accessible within your Tailnet): tailscale serve --bg 2099
Manifest answers these questions about your OpenClaw agents — via the dashboard or directly in-conversation via agent tools:
Spending & budget
Token consumption
Activity & performance
Routing intelligence
Connectivity
Three tools are available to the agent in-conversation:
| Tool | Trigger phrases | What it returns |
|---|---|---|
manifest_usage | "how many tokens", "token usage", "consumption" | Total, input, output, cache-read tokens + action count for today/week/month |
manifest_costs | "how much spent", "costs", "money burned" | Cost breakdown by model in USD for today/week/month |
manifest_health | "is monitoring working", "connectivity test" | Endpoint reachable, auth valid, agent name, status |
Each accepts a period parameter: "today", "week", or "month".
All three tools are read-only — they query the agent's own usage data and never send message content.
When the model is set to manifest/auto, the router scores each conversation across 23 dimensions and assigns one of 4 tiers:
| Tier | Use case | Examples |
|---|---|---|
| Simple | Greetings, confirmations, short lookups | "hi", "yes", "what time is it" |
| Standard | General tasks, balanced quality/cost | "summarize this", "write a test" |
| Complex | Multi-step reasoning, nuanced analysis | "compare these architectures", "debug this stack trace" |
| Reasoning | Formal logic, proofs, critical planning | "prove this theorem", "design a migration strategy" |
Each tier maps to a model. Default models are auto-assigned per provider, but overridable in the dashboard under Routing.
Short-circuit rules:
| Page | What it shows |
|---|---|
| Workspace | All connected agents as cards with sparkline activity charts |
| Overview | Per-agent cost, tokens, messages with trend badges and time-series charts |
| Messages | Full paginated message log with filters (status, model, cost range) |
| Routing | 4-tier model config, provider connections, enable/disable routing |
| Limits | Email alerts and hard spending caps (tokens or cost, per hour/day/week/month) |
| Settings | Agent rename, delete, OTLP key management |
| Model Prices | Sortable table of 300+ model prices across all providers |
Anthropic, OpenAI, Google Gemini, DeepSeek, xAI, Mistral AI, Qwen, MiniMax, Kimi, Amazon Nova, Z.ai, OpenRouter, Ollama. 300+ models total.
openclaw plugins uninstall manifest
openclaw gateway restart
This removes the plugin, provider config, and auth profiles. After uninstalling, manifest/auto is no longer available. If any agent uses it, switch to another model.
Telemetry not appearing: The gateway batches OTLP data every 10-30 seconds. Wait, then check openclaw manifest for connection status.
Auth errors in cloud mode: Verify the API key starts with mnfst_ and matches the key in the dashboard under Settings → Agent setup.
Port conflict in local mode: If port 2099 is busy, the plugin checks if the existing process is Manifest and reuses it. To change the port: openclaw config set plugins.entries.manifest.config.port <PORT>.
Plugin conflicts: Manifest conflicts with the built-in diagnostics-otel plugin. Disable it before enabling Manifest.
After backend restart: Always restart the gateway too (openclaw gateway restart) — the OTLP pipeline doesn't auto-reconnect.
| Endpoint | When | Data Sent |
|---|---|---|
{endpoint}/v1/traces | Every LLM call (batched 10-30s) | OTLP spans (see fields below) |
{endpoint}/v1/metrics | Every 10-30s | Counters: request count, token totals, tool call counts — grouped by model/provider |
{endpoint}/api/v1/routing/resolve | Only when model is manifest/auto | Last 10 non-system/non-developer messages ({role, content} only) |
https://eu.i.posthog.com | On plugin register | Hashed machine ID, OS, Node version, plugin version, mode. No PII. Opt out: MANIFEST_TELEMETRY_OPTOUT=1 |
Exhaustive list of attributes sent per span:
openclaw.session.key — opaque session identifieropenclaw.message.channel — message channel namegen_ai.request.model — model name (e.g. "claude-sonnet-4-20250514")gen_ai.system — provider name (e.g. "anthropic")gen_ai.usage.input_tokens — integergen_ai.usage.output_tokens — integergen_ai.usage.cache_read_input_tokens — integergen_ai.usage.cache_creation_input_tokens — integeropenclaw.agent.name — agent identifiertool.name — tool name stringtool.success — booleanmanifest.routing.tier — routing tier (if routed)manifest.routing.reason — routing reason (if routed)event.error.message untruncatedNot collected: user prompts, assistant responses, tool input/output arguments, file contents, or any message body.
manifest/autorole: "system" or role: "developer"{role, content} — all other message properties are stripped (routing.ts:77)~/.openclaw/openclaw.json under plugins.entries.manifest.config.apiKey (managed by OpenClaw's standard plugin config)~/.openclaw/manifest/config.json with file mode 0600All data stays on your machine. No external calls except optional PostHog analytics (opt out with MANIFEST_TELEMETRY_OPTOUT=1).