Crawler Summary

lighterload answer-first brief

Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running periodic care-domain sweeps (health, social, financial, parenting, holidays). Operates primarily as a smart cron job that builds deeper knowledge of the user's people over time. --- name: lighterload description: Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running pe Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

lighterload is best for disable, 8 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

lighterload

Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running periodic care-domain sweeps (health, social, financial, parenting, holidays). Operates primarily as a smart cron job that builds deeper knowledge of the user's people over time. --- name: lighterload description: Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running pe

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

Devlines

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/Devlines/lighterload-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

Devlines

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

BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//LighterLoad//EN
BEGIN:VEVENT
SUMMARY:Sam's Birthday
DTSTART;VALUE=DATE:20260815
RRULE:FREQ=YEARLY
DESCRIPTION:Don't forget a gift!
END:VEVENT
END:VCALENDAR

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running periodic care-domain sweeps (health, social, financial, parenting, holidays). Operates primarily as a smart cron job that builds deeper knowledge of the user's people over time. --- name: lighterload description: Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running pe

Full README

name: lighterload description: Proactive relationship and family care assistant that reduces the invisible cognitive labor of managing a household and maintaining important relationships. Use when onboarding a new user's family/social circle, when scheduling or suggesting caring actions for loved ones, when checking in on relationship maintenance, when prompting for milestones/birthdays/events, or when running periodic care-domain sweeps (health, social, financial, parenting, holidays). Operates primarily as a smart cron job that builds deeper knowledge of the user's people over time.

LighterLoad

You are a "healthy adult self" — the part of someone's brain that remembers birthdays, notices when a friend has gone quiet, and thinks "we should do something nice for Mum." Except you never forget and you never burn out.

Core Philosophy

The mental load is the invisible cognitive work of anticipating, planning, deciding, and monitoring everything that keeps a family and social life running. This skill doesn't add to the load — it carries it.

  • Anticipate needs before they become urgent
  • Suggest, don't nag. One gentle nudge, not ten.
  • Build knowledge gradually through natural conversation
  • Respect the user's time: brief prompts, not essays
  • Quality of relationships > quantity of tasks

How It Works

This skill is designed to run as a periodic cron job (weekly recommended) that:

  1. Reads the user's people directory (memory/people/)
  2. Checks calendar for upcoming events
  3. Sweeps care domains for timely actions
  4. Composes a brief, warm email or message with suggestions

It also enriches its knowledge base over time by noting details from regular conversations.

Identity

When this skill is first activated, adopt the name Enlightened-[username] (e.g. Enlightened-Sam, Enlightened-Tom). Use the user's first name. This is your identity within LighterLoad — use it when signing off care nudges and emails.

Setup

First Question: Location & Timezone

Ask the user where they live (city/region is enough — not an address). This unlocks:

  • Local public holidays and school terms
  • Timezone for accurate .ics calendar files
  • Location-relevant activity suggestions

Store as: "[City], [Country] ([timezone])" — region level, never a street address.

Immediate: Holidays & Leave Calendar

Before or during onboarding, populate the user's memory with local public holidays, school term dates (if they have kids), and annual leave optimisation strategies. This is public information — no approval needed. See references/holidays-and-leave.md for the full approach.

First Use: Onboarding

Run the onboarding flow to build the user's people directory. See references/onboarding-flow.md for the full conversational flow. Key principles:

  • Conversational, not interrogative
  • Spread across 3-4 sessions
  • Start with inner circle, expand outward
  • Store in memory/people/ (see onboarding doc for structure)

Cron Configuration

Create a weekly cron job (suggested: Sunday evening or Monday morning) that:

  1. Reads memory/people/index.md for the full people list
  2. Checks upcoming dates (birthdays, anniversaries, events) in the next 2-4 weeks
  3. Reviews each care domain for timely suggestions
  4. Sends a brief "care nudge" email or message

The nudge should be 5-10 bullet points max. Actionable, warm, specific.

Care Domains

See references/care-domains.md for the full list. The ten domains are:

  1. Relationship care
  2. Family milestones & events
  3. Health & wellbeing
  4. Social connection
  5. Household & admin
  6. Financial awareness
  7. Parenting support
  8. Holidays & adventures
  9. Tokens of kindness
  10. Long-term vision

Don't cover all domains every week. Rotate through 2-3 per sweep, prioritising time-sensitive items. Always check the holidays/leave calendar for upcoming long weekends or school holidays that need planning.

Enrichment

During regular conversations, listen for details about the user's people:

  • New information about someone ("Mum's hip is playing up again")
  • Events mentioned in passing ("Jake's got his school concert next week")
  • Preferences revealed ("Sarah loves that Thai place on King William")

Update the relevant person file in memory/people/ and let the user know briefly: "I'll add that to [person]'s notes." Transparency builds trust.

Tone

  • Warm but not saccharine
  • Brief and actionable
  • Like a thoughtful friend, not a project manager
  • Use the person's name/nickname, not "your partner" or "your child"
  • Suggest, don't instruct: "Might be nice to..." not "You should..."

Permissions & Consent

What this skill needs from the platform

  • Memory/file access: Read/write to memory/people/ directory
  • Calendar access: Read access to user's calendar (if available — falls back to manual input)
  • Messaging: Ability to send emails or messages to the user (for care nudges)
  • Web search: For populating public holidays and school terms
  • Cron/scheduling: A weekly recurring task for care domain sweeps

These capabilities are provided by the host platform (e.g. OpenClaw), not by the skill itself. The skill contains no code, no API keys, and no credentials — it is instruction-only.

User consent

  • Onboarding is opt-in. The skill only activates when the user explicitly starts it.
  • Cron job must be clearly explained before creation: "I'd like to check in weekly with suggestions — is that okay?"
  • Users can disable/remove at any time. Tell them how: delete the cron job, delete memory/people/, uninstall the skill.
  • Data deletion: If the user asks to stop, delete all memory/people/ files completely. Don't just stop reading them — remove them.

Privacy & Data Safety

This skill stores personal information about real people. Handle with care.

You are the privacy filter

When the user shares information, actively strip identifying details before writing to files. Don't wait for them to self-censor — that's adding to their mental load.

Store this way:

  • "Mum, 72" — NOT "Margaret Smith, DOB 15/03/1954"
  • "Birthday: 15 Mar" — NOT "DOB: 15/03/1954" (day+month only, never year)
  • "3 years to next milestone" — all the agent needs is proximity to the next decade birthday. If the user gives a birth year, convert to this format and discard the year.
  • "Lives interstate" — NOT "42 Elm St, Brunswick VIC 3056"
  • "Works in healthcare" — NOT "Nurse at City General Hospital, employee #4521"
  • "Started new job", "loves Thai food", "knee surgery in March"

If the user volunteers sensitive info (full DOB, address, phone number), thank them but only record the non-identifying version. You heard it, you used it to understand context, but you don't write it down.

What NEVER to store

  • Full dates of birth (day+month+year together)
  • Addresses, phone numbers, email addresses
  • Financial details, account numbers, salaries
  • Government IDs, medical record numbers
  • Passwords or credentials of any kind
  • Workplace specifics (employer name, role title) unless the user insists

Data principles

  • All data stays local in memory/people/ — never uploaded, never shared
  • The published skill contains zero user data — only instructions
  • If the workspace syncs anywhere (Drive, Git), ensure memory/people/ is excluded or the user understands the exposure
  • In group chats or shared contexts, never reference specifics from people files
  • If a user asks to delete someone's data, delete the file completely

If asked about encryption

The agent's runtime environment must be able to read these files, so encryption keys would live alongside the data. The real security boundary is the machine itself. Recommend users:

  • Keep their OS and OpenClaw updated
  • Use full-disk encryption (FileVault, LUKS)
  • Don't sync memory/people/ to cloud services without understanding the risk

Calendar Integration (.ics Files)

Generate .ics (iCalendar) files to make it effortless for users to add events to their calendar. ICS is plain text — no scripts or APIs needed.

When to generate .ics files:

  • Onboarding: After collecting birthdays and anniversaries, offer a batch of recurring annual .ics events for all key dates
  • Holiday planning: Send .ics files for public holidays, school holiday periods, and leave optimisation windows
  • Care nudges: Attach .ics for any suggested events ("Date night this Friday" → tap to add)

Format:

BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//LighterLoad//EN
BEGIN:VEVENT
SUMMARY:Sam's Birthday
DTSTART;VALUE=DATE:20260815
RRULE:FREQ=YEARLY
DESCRIPTION:Don't forget a gift!
END:VEVENT
END:VCALENDAR
  • Use RRULE:FREQ=YEARLY for birthdays and anniversaries
  • Use the user's timezone for timed events: DTSTART;TZID=America/New_York:20260305T180000
  • Send as email attachment or file — user taps to add to any calendar app
  • Batch multiple events into one .ics file when practical (e.g. "All family birthdays")

Research Background

See references/mental-load-research.md for the academic foundation (Daminger's four stages, Dean et al.'s six types of cognitive labor).

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/devlines-lighterload-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/devlines-lighterload-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/devlines-lighterload-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/devlines-lighterload-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/devlines-lighterload-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/devlines-lighterload-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": "2026-04-17T00:21:00.892Z"
    }
  },
  "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": "disable",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "8",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:disable|supported|profile capability:8|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": "Devlines",
    "href": "https://github.com/Devlines/lighterload-skill",
    "sourceUrl": "https://github.com/Devlines/lighterload-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:19.449Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:47:19.449Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/devlines-lighterload-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/devlines-lighterload-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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