Crawler Summary

openclaw-nutrition-skill answer-first brief

Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. --- name: openclaw-nutrition-skill description: Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. metadata: {"emoji":"🥗","category":"health","supports":["meal logging","macro estimation","weekly reports","meal planning","grocery lists"]} user-invocable: true --- OpenClaw Nutrition Skill What this skill does - Capture qu Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

openclaw-nutrition-skill 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

openclaw-nutrition-skill

Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. --- name: openclaw-nutrition-skill description: Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. metadata: {"emoji":"🥗","category":"health","supports":["meal logging","macro estimation","weekly reports","meal planning","grocery lists"]} user-invocable: true --- OpenClaw Nutrition Skill What this skill does - Capture qu

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Pltus

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Unpublished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 2/24/2026.

Setup snapshot

git clone https://github.com/pltus/openclaw-nutrition-skill.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

Pltus

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 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

0

Snippets

0

Languages

typescript

Parameters

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. --- name: openclaw-nutrition-skill description: Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. metadata: {"emoji":"🥗","category":"health","supports":["meal logging","macro estimation","weekly reports","meal planning","grocery lists"]} user-invocable: true --- OpenClaw Nutrition Skill What this skill does - Capture qu

Full README

name: openclaw-nutrition-skill description: Chat-based meal logging, macro tracking, weekly nutrition reports, and meal planning/grocery list support with append-only local storage workflows. metadata: {"emoji":"🥗","category":"health","supports":["meal logging","macro estimation","weekly reports","meal planning","grocery lists"]} user-invocable: true

OpenClaw Nutrition Skill

What this skill does

  • Capture quick meal logs from chat and store entries in append-only NDJSON.
  • Estimate calories/macros from user-provided meals when exact data is unavailable.
  • Summarize nutrition totals for today and the last 7 days.
  • Export a weekly markdown report.
  • Assist with meal planning and grocery list suggestions from recent logs.

Inputs it accepts

  • Quick logs: meal type, one or more items, portions, optional notes.
  • Photo logs: user-uploaded image path/input that may contain a meal.
  • Macro details: calories, protein, carbs, fat, optional fiber/sodium.
  • Goals updates: daily calorie/macro targets and preference notes.
  • Correction entries: append-only corrections when a previous log needs adjustment.

Workflow

  1. If input is an image, first classify whether it appears to be food.
  2. For food images, run online nutrition estimation to infer calories/macros from the photo.
  3. Ask up to 2 clarifying questions only if needed (missing meal type, quantities, or macros).
  4. Confirm the final interpreted meal details before writing (explicit user confirmation required).
  5. Append new log entry only after confirmation (never edit or delete old entries).
  6. Return immediate summary (today and/or week totals) when requested.
  7. Offer markdown export path for weekly report output.

Output formats

  • Chat summary: concise confirmation + macro totals.
  • Markdown export: weekly report at data/exports/weekly_YYYY-MM-DD.md.

Safety rules

  • Keep storage append-only; corrections are new entries.
  • Avoid collecting secrets or credentials.
  • Do not run downloads, shell commands, or network actions unless user explicitly confirms.
  • For image analysis, show estimated result first and require explicit confirmation before writing logs.
  • Keep data local by default.

Example dialogues

  1. Quick log

    • User: "Log lunch: chicken salad, one bowl, about 450 calories."
    • Assistant: "Any macro estimates for protein/carbs/fat?"
    • User: "35 protein, 20 carbs, 18 fat."
    • Assistant: "Confirmed. Appending lunch entry and updating today totals."
  2. Correction entry

    • User: "I undercounted breakfast by 120 calories."
    • Assistant: "I will append a correction note entry (no edits to old records). Confirm?"
    • User: "Yes."
    • Assistant: "Correction logged and totals refreshed."
  3. Goals update

    • User: "Set my daily target to 2100 calories, 140 protein, 230 carbs, 70 fat."
    • Assistant: "Confirmed. I will update your profile targets and keep logs unchanged."
  4. Weekly export

    • User: "Create my weekly report."
    • Assistant: "Done. Export generated at data/exports/weekly_YYYY-MM-DD.md with totals and recent meals."

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/pltus-openclaw-nutrition-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/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/pltus-openclaw-nutrition-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:43:40.569Z"
    }
  },
  "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": "Pltus",
    "href": "https://github.com/pltus/openclaw-nutrition-skill",
    "sourceUrl": "https://github.com/pltus/openclaw-nutrition-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/pltus-openclaw-nutrition-skill/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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Ads related to openclaw-nutrition-skill and adjacent AI workflows.