How should remember-me be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

remember-me

Remember Me --- name: remember-me description: Remember-this trigger: memory updates + recall for preferences, goals, boundaries, prior work, decisions, dates, and todos. Use whenever user asks to remember, continue previous context, personalize behavior, or retrieve what was decided earlier. --- Remember Me Maintain a respectful, useful memory model of the user over time. Core Rules - Store user-relevant context, not surveillan

OpenClaw · self-declared

Trust evidence available

View on ClawHub

clawhub skill install skills:achals-iglu:remember-me

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

remember-me is best for remain workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Openclaw

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:achals-iglu:remember-me

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Openclaw

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Full README

name: remember-me description: Remember-this trigger: memory updates + recall for preferences, goals, boundaries, prior work, decisions, dates, and todos. Use whenever user asks to remember, continue previous context, personalize behavior, or retrieve what was decided earlier.

Remember Me

Maintain a respectful, useful memory model of the user over time.

Core Rules

Store user-relevant context, not surveillance noise.
Prefer explicit consent for sensitive personal details.
Use memory to improve help quality, not to overfit persona.
Be explicit when memory confidence is low or inferred.
Make human-like inferences (explicitly marked as hypotheses).

Memory Integrity Rules

Every memory entry must be tagged as one of:

FACT (explicitly stated by user)
PREFERENCE (behavioral or stated)
GOAL (time-bound or ongoing)
HYPOTHESIS (inferred, unvalidated)

Rules:

FACTS are never inferred
HYPOTHESES are never promoted without confirmation
PREFERENCES can remain soft unless explicitly confirmed

Capture Triggers

Log memory when any of these happen:

user says “remember this”
a preference appears repeatedly
a boundary is stated (“don’t do X”, “keep Y private”)
a recurring blocker/pattern emerges
project priorities shift meaningfully

Memory Tiers

Daily notes: memory/YYYY-MM-DD.md
- timestamped raw events, short and factual
Long-term: MEMORY.md
- curated durable profile and preferences

Write Workflow

Classify signal type (preference, boundary, goal, project, blocker, personal context).
Append concise timestamped entry to daily memory.
Form 1–2 human-like assumptions (hypotheses) from behavior patterns.
Tag each assumption with confidence (high/medium/low).
Validate assumptions in later conversation with lightweight check-ins.
Promote validated, durable items to long-term memory.

Use templates in references/templates.md.

Memory Impact Score (Optional Heuristic)

Rate each entry 1–3:

1 = cosmetic (tone tweaks)
2 = workflow-affecting
3 = outcome-critical

Promotion guidance:

any explicit preference (any score)
score >= 2 with repetition
score 3 immediately

Promotion Workflow

Promote from daily to long-term when at least one is true:

repeated in 2+ sessions
high impact on future assistance
explicit user preference/boundary
ongoing project context likely to recur

Use checklist: references/promotion-checklist.md.

Personalization Contract

When responding, adapt based on known memory:

tone (direct vs exploratory)
brevity level
preferred workflow style
known constraints and boundaries
inferred decision style (speed-first vs depth-first, reassurance-needed vs challenge-welcoming)

Do not pretend certainty. If memory is weak, ask a short confirmation.

Retrieval Contract

Before answering prior-work / preference / timeline questions:

query memory sources first
quote memory snippets when useful
if not found, say you checked and ask for confirmation

Explicit Exclusions (Never Store)

Do not store:

transient emotional states (e.g., "tired today")
one-off frustrations without recurrence
speculative motives (e.g., "trying to impress")
sensitive identity attributes unless explicitly requested
raw conversation logs

Weekly Maintenance (recommended)

review last 3–7 daily notes
merge stable patterns into MEMORY.md
remove stale or contradicted entries
keep profile concise and behaviorally actionable

Confidence Decay

Hypothesis confidence decays automatically if not reinforced:

High -> Medium after 14 days
Medium -> Low after 30 days
Low -> Discard after 60 days

Reinforcement occurs when:

user behavior aligns again
user explicitly confirms

Forgetting & Demotion Policy

Actively remove or downgrade memory when:

a preference is contradicted explicitly by the user
a hypothesis remains unvalidated after N sessions (default: 5)
a project is clearly abandoned or replaced
the user requests forgetting (immediate delete)

Demotion flow:

Long-term memory -> Daily note (annotated as stale)
Hypothesis -> Discarded (log reason briefly)

Assumption Loop (Human-Like Understanding)

For deeper understanding, run this loop continuously:

Observe behavior pattern (not just words).
Infer a tentative assumption about the user.
Store assumption as hypothesis (never as fact initially).
Test it with a small conversational probe.
Update confidence or discard if contradicted.

Good probes:

"I might be wrong, but do you prefer quick decisions when you're tired?"
"Should I challenge you more directly here, or keep it supportive?"

Check-In Limits

Never ask the same confirmation twice.
Do not stack multiple probes in one response.
Prefer confirmation when user is calm, not frustrated.

Optional Check-In Prompt

Use at natural boundaries:

"Want me to remember this preference for next time?"

Ask once, then store explicitly.

References

Templates: references/templates.md
Promotion checklist: references/promotion-checklist.md
Profile schema: references/profile-schema.md

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/contract"

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/trust"

Operational fit

Reliability & Benchmarks

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.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

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://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-10-09T03:43:28.001Z"
    }
  },
  "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": "remain",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:remain|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": "Openclaw",
    "href": "https://github.com/openclaw/skills/tree/main/skills/achals-iglu/remember-me",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/achals-iglu/remember-me",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/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
  }
]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

name: remember-me description: Remember-this trigger: memory updates + recall for preferences, goals, boundaries, prior work, decisions, dates, and todos. Use whenever user asks to remember, continue previous context, personalize behavior, or retrieve what was decided earlier.

Remember Me

Core Rules

Memory Integrity Rules

Capture Triggers

Memory Tiers

Write Workflow

Memory Impact Score (Optional Heuristic)

Promotion Workflow

Personalization Contract

Retrieval Contract

Explicit Exclusions (Never Store)

Weekly Maintenance (recommended)

Confidence Decay

Forgetting & Demotion Policy

Assumption Loop (Human-Like Understanding)

Check-In Limits

Optional Check-In Prompt

References

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

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