Crawler Summary

flowclaw answer-first brief

Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck. --- name: flowclaw description: "Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck." metadata: openclaw: emoji: "🦞" os: - darwin - linux requires: bins: - curl - python3 --- FlowClaw — LLM Usage Monitor & Load Balancer *Track usage. Balance routing. Never waste a credit.* Unified dashboard + auto-routing Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 3/1/2026.

Freshness

Last checked 3/1/2026

Best For

flowclaw is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

flowclaw

Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck. --- name: flowclaw description: "Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck." metadata: openclaw: emoji: "🦞" os: - darwin - linux requires: bins: - curl - python3 --- FlowClaw — LLM Usage Monitor & Load Balancer *Track usage. Balance routing. Never waste a credit.* Unified dashboard + auto-routing

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Mar 1, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 3/1/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Mar 1, 2026

Vendor

Windseeker1111

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 3/1/2026.

Setup snapshot

git clone https://github.com/windseeker1111/flowclaw.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Windseeker1111

profilemedium
Observed Mar 1, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Mar 1, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Mar 1, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# 📊 Usage Monitoring
flowclaw status [--fresh] [--json]     # Full provider dashboard
flowclaw monitor [--json] [--cached]   # Clean usage report (no scoring)

# 🧠 Load Balancing
flowclaw score [--json]                # Scored ranking of all accounts
flowclaw optimize [--dry-run]          # Reorder OpenClaw model priority
flowclaw auto                          # Optimize silently (for cron jobs)

# 🛠 Utilities
flowclaw test                          # Run scoring engine unit tests
flowclaw history [N]                   # Routing decision history

bash

claude login
bash {baseDir}/scripts/save-account.sh
# Repeat for each account

bash

openclaw models auth login --provider google-gemini-cli

bash

openclaw models auth login --provider google-antigravity
brew install --cask steipete/tap/codexbar   # Required for usage metrics

bash

openclaw models auth login --provider openai-codex

bash

openclaw models auth login-github-copilot

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck. --- name: flowclaw description: "Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck." metadata: openclaw: emoji: "🦞" os: - darwin - linux requires: bins: - curl - python3 --- FlowClaw — LLM Usage Monitor & Load Balancer *Track usage. Balance routing. Never waste a credit.* Unified dashboard + auto-routing

Full README

name: flowclaw description: "Unkillable Agent Infrastructure. Unified usage monitoring and intelligent load balancing for Anthropic, Google, OpenAI, and Ollama. Never let your agent get stuck." metadata: openclaw: emoji: "🦞" os: - darwin - linux requires: bins: - curl - python3

FlowClaw — LLM Usage Monitor & Load Balancer

Track usage. Balance routing. Never waste a credit.

Unified dashboard + auto-routing for all your LLM subscriptions. Uses Earliest Deadline First scheduling — accounts resetting soonest are prioritized so unused credits aren't wasted.

Supported Providers

| Provider | Auth | Data Source | |----------|------|------------| | Anthropic Claude Max | OAuth (unlimited accounts) | api.anthropic.com/api/oauth/usage | | Google Gemini CLI | OAuth via OpenClaw | cloudcode-pa.googleapis.com | | Google Antigravity | codexbar | codexbar usage API | | OpenAI Codex | OAuth via OpenClaw | chatgpt.com/backend-api/wham/usage | | GitHub Copilot | OAuth via OpenClaw | api.github.com/copilot_internal/user | | Ollama | Local (auto-detected) | localhost:11434/api/tags |

Commands

# 📊 Usage Monitoring
flowclaw status [--fresh] [--json]     # Full provider dashboard
flowclaw monitor [--json] [--cached]   # Clean usage report (no scoring)

# 🧠 Load Balancing
flowclaw score [--json]                # Scored ranking of all accounts
flowclaw optimize [--dry-run]          # Reorder OpenClaw model priority
flowclaw auto                          # Optimize silently (for cron jobs)

# 🛠 Utilities
flowclaw test                          # Run scoring engine unit tests
flowclaw history [N]                   # Routing decision history

Setup

Anthropic (Claude Max) — unlimited accounts

claude login
bash {baseDir}/scripts/save-account.sh
# Repeat for each account

Google Gemini CLI

openclaw models auth login --provider google-gemini-cli

Google Antigravity

openclaw models auth login --provider google-antigravity
brew install --cask steipete/tap/codexbar   # Required for usage metrics

OpenAI Codex

openclaw models auth login --provider openai-codex

GitHub Copilot

openclaw models auth login-github-copilot

Ollama

brew install ollama && ollama pull qwen3:235b
# Auto-detected — no config needed

Cron Automation

# Optimize routing every 30 minutes
*/30 * * * * bash ~/clawd/skills/flowclaw/scripts/flowclaw.sh auto

Scoring Algorithm

score = urgency(0.30) + availability(0.25) + proximity(0.15) + weekly_headroom(0.20) + tier(0.10)

| Factor | Formula | Measures | |--------|---------|----------| | Urgency | remaining / hours_to_reset | Credits wasting per hour | | Availability | √(remaining) | Dampened capacity | | Proximity | 1 - (hours / window) | Deadline pressure | | Weekly headroom | (100 - weekly%) / 100 | 7-day capacity reserve | | Tier bonus | Free=+0.8, Sub=0, Local=-0.3 | Cost preference |

Perishable inventory: Both 5h session and 7d weekly windows expire. When ≤6h to weekly reset, penalty is removed — burn remaining credits. Family-aware: Only swaps within same capability class (Opus↔Opus, not Opus↔Gemini).

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/snapshot"
curl -s "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/contract"
curl -s "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T01:49:08.517Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Windseeker1111",
    "href": "https://github.com/windseeker1111/flowclaw",
    "sourceUrl": "https://github.com/windseeker1111/flowclaw",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:02:58.818Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:02:58.818Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/windseeker1111/flowclaw",
    "sourceUrl": "https://github.com/windseeker1111/flowclaw",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-01T06:02:58.818Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/windseeker1111-flowclaw/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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