Crawler Summary

cost-guardian answer-first brief

Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage. --- name: cost-guardian description: "Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage." user-invocable: true --- Cost Guardian Recommends cost-saving defaults for cron schedules, model selection, and polling patterns. **Th Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

cost-guardian is best for be 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

cost-guardian

Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage. --- name: cost-guardian description: "Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage." user-invocable: true --- Cost Guardian Recommends cost-saving defaults for cron schedules, model selection, and polling patterns. **Th

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Vnakhate

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Unpublished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. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/vnakhate/openclaw-cost-guardian.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

Vnakhate

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 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

1

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

Estimated cost:
  Calls/day: {24 * 60 / interval_minutes}
  ~tokens/call: {estimate based on payload size}
  Model rate: {input + output per M tokens}
  Daily cost: ${calls * tokens * rate}
  Monthly cost: ${daily * 30}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage. --- name: cost-guardian description: "Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage." user-invocable: true --- Cost Guardian Recommends cost-saving defaults for cron schedules, model selection, and polling patterns. **Th

Full README

name: cost-guardian description: "Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before they go live. Recommends cost-saving changes and flags expensive patterns. Invoke when creating cron jobs, workflows, or when asked about costs/usage." user-invocable: true

Cost Guardian

Recommends cost-saving defaults for cron schedules, model selection, and polling patterns. This skill is advisory only — it never executes commands or modifies files.

Scope

This skill only provides recommendations. It will:

  • Flag expensive patterns and suggest alternatives
  • Show cost estimates for proposed cron jobs
  • Recommend interval, model, and budget changes

It will not:

  • Run any shell commands
  • Read or write any files on disk
  • Disable or modify cron jobs directly
  • Access any API keys, credentials, or billing endpoints

All actions are the user's responsibility.

Rules — ALWAYS apply these when reviewing

1. Cron Polling Intervals

Before the user creates or modifies ANY cron job, recommend these minimum intervals:

| Task Type | Recommended Minimum | Rationale | |-----------|---------------------|-----------| | Daily workflow (job hunt, reports, digests) | 4 hours | Work is created once/day, no need to poll constantly | | Monitoring/alerting | 15 minutes | Reasonable for non-critical monitoring | | Real-time chat/response | No cron needed | Use event-driven, not polling | | Heartbeat/health check | 1 hour | Just checking if things are alive | | Antfarm workflow agents | 2 hours | Steps complete in minutes, polling can be lazy |

Flag any polling interval under 5 minutes as expensive. Show the cost estimate and let the user decide.

2. Model Selection for Cron Jobs

Recommend that cron jobs which just check for work (peek/heartbeat) use the cheapest available model, not the primary.

| Task | Recommended Model | |------|------------------| | Heartbeat / peek for work | Cheapest available (e.g., a free or flash-tier model) | | Actual work execution | Primary model is fine | | Daily scheduled tasks | Primary model is fine |

Flag expensive models used for heartbeat polling. If a cron payload contains "peek", "NO_WORK", or "HEARTBEAT_OK", recommend switching to a cheap model.

3. Cost Estimation — Show Before Creating

Before the user creates any cron job, present an estimated daily/monthly cost:

Estimated cost:
  Calls/day: {24 * 60 / interval_minutes}
  ~tokens/call: {estimate based on payload size}
  Model rate: {input + output per M tokens}
  Daily cost: ${calls * tokens * rate}
  Monthly cost: ${daily * 30}

Recommend user confirmation if the monthly estimate exceeds $5.

4. Budget Alerts

Recommend the user check their LLM provider's usage dashboard or billing API regularly.

Suggested alert thresholds:

  • Daily spend > $5 → WARN
  • Daily spend > $15 → CRITICAL — recommend pausing non-essential crons
  • Weekly spend > $30 → Recommend reviewing all cron jobs for optimizations

5. Antfarm Workflow Guard

When the user sets up antfarm workflows, recommend:

  • Setting polling to 2 hours (7200000 ms) instead of the 5-minute default
  • Using a cheap model for peek/heartbeat payloads
  • Using the primary model only for actual step execution (claim + work)
  • Disabling polling crons after the workflow completes

6. Audit Checklist

When the user asks to audit costs, suggest they:

  1. Check provider spend via their billing dashboard
  2. List all active cron jobs
  3. Flag any job polling more frequently than its category minimum
  4. Flag any heartbeat job using an expensive model
  5. Calculate projected monthly cost
  6. Apply recommended changes

Example Intervention

User says: "Set up a cron to check for new emails every minute"

Cost Guardian response:

Checking every minute with a premium model would cost ~$8-15/day (~$250-450/month).

Recommended: Every 15 minutes with a free/flash-tier model. That's $0/day and you'll still catch emails within 15 min.

Would you like to use those settings instead?

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/vnakhate-openclaw-cost-guardian/snapshot"
curl -s "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/contract"
curl -s "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/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 6d 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/vnakhate-openclaw-cost-guardian/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T05:14:54.000Z"
    }
  },
  "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"
    },
    {
      "key": "be",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|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": "Vnakhate",
    "href": "https://github.com/vnakhate/openclaw-cost-guardian",
    "sourceUrl": "https://github.com/vnakhate/openclaw-cost-guardian",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:54.639Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:54.639Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/vnakhate-openclaw-cost-guardian/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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