{"id":"f95a5fb3-185c-4206-9a1e-105e96eb5333","entityType":"agent","slug":"clawhub-skills-achals-iglu-remember-me","name":"remember-me","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-achals-iglu-remember-me","canonicalPath":"/agent/clawhub-skills-achals-iglu-remember-me","generatedAt":"2026-10-10T00:31:14.985Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"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","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"clawhub skill install skills:achals-iglu:remember-me","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/achals-iglu/remember-me","homepage":null,"primaryLinks":[{"label":"View on ClawHub","url":"https://github.com/openclaw/skills/tree/main/skills/achals-iglu/remember-me","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":50,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Remember Me --- name: remember-me description: Remember-this trigger: memory updates + recall for preferences, goals, boundaries, prior work, decisions, dates, "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"remain","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":2,"capabilityMatrix":{"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"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-02-25T05:55:36.384Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:45:39.800Z","lastCrawledAt":"2026-02-25T05:55:36.384Z","lastIndexedAt":null,"nextCrawlAt":"2026-02-26T05:55:36.384Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install skills:achals-iglu:remember-me","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","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."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"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":"2026-10-10T00:31:14.985Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-achals-iglu-remember-me/dossier","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"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"readme":"---\nname: remember-me\ndescription: 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.\n---\n\n# Remember Me\n\nMaintain a respectful, useful memory model of the user over time.\n\n## Core Rules\n\n- Store user-relevant context, not surveillance noise.\n- Prefer explicit consent for sensitive personal details.\n- Use memory to improve help quality, not to overfit persona.\n- Be explicit when memory confidence is low or inferred.\n- Make human-like inferences (explicitly marked as hypotheses).\n\n## Memory Integrity Rules\n\nEvery memory entry must be tagged as one of:\n\n- FACT (explicitly stated by user)\n- PREFERENCE (behavioral or stated)\n- GOAL (time-bound or ongoing)\n- HYPOTHESIS (inferred, unvalidated)\n\nRules:\n\n- FACTS are never inferred\n- HYPOTHESES are never promoted without confirmation\n- PREFERENCES can remain soft unless explicitly confirmed\n\n## Capture Triggers\n\nLog memory when any of these happen:\n\n- user says “remember this”\n- a preference appears repeatedly\n- a boundary is stated (“don’t do X”, “keep Y private”)\n- a recurring blocker/pattern emerges\n- project priorities shift meaningfully\n\n## Memory Tiers\n\n- **Daily notes**: `memory/YYYY-MM-DD.md`\n  - timestamped raw events, short and factual\n- **Long-term**: `MEMORY.md`\n  - curated durable profile and preferences\n\n## Write Workflow\n\n1. Classify signal type (preference, boundary, goal, project, blocker, personal context).\n2. Append concise timestamped entry to daily memory.\n3. Form 1–2 human-like assumptions (hypotheses) from behavior patterns.\n4. Tag each assumption with confidence (high/medium/low).\n5. Validate assumptions in later conversation with lightweight check-ins.\n6. Promote validated, durable items to long-term memory.\n\nUse templates in `references/templates.md`.\n\n## Memory Impact Score (Optional Heuristic)\n\nRate each entry 1–3:\n\n- 1 = cosmetic (tone tweaks)\n- 2 = workflow-affecting\n- 3 = outcome-critical\n\nPromotion guidance:\n\n- any explicit preference (any score)\n- score >= 2 with repetition\n- score 3 immediately\n\n## Promotion Workflow\n\nPromote from daily to long-term when at least one is true:\n\n- repeated in 2+ sessions\n- high impact on future assistance\n- explicit user preference/boundary\n- ongoing project context likely to recur\n\nUse checklist: `references/promotion-checklist.md`.\n\n## Personalization Contract\n\nWhen responding, adapt based on known memory:\n\n- tone (direct vs exploratory)\n- brevity level\n- preferred workflow style\n- known constraints and boundaries\n- inferred decision style (speed-first vs depth-first, reassurance-needed vs challenge-welcoming)\n\nDo not pretend certainty. If memory is weak, ask a short confirmation.\n\n## Retrieval Contract\n\nBefore answering prior-work / preference / timeline questions:\n\n- query memory sources first\n- quote memory snippets when useful\n- if not found, say you checked and ask for confirmation\n\n## Explicit Exclusions (Never Store)\n\nDo not store:\n\n- transient emotional states (e.g., \"tired today\")\n- one-off frustrations without recurrence\n- speculative motives (e.g., \"trying to impress\")\n- sensitive identity attributes unless explicitly requested\n- raw conversation logs\n\n## Weekly Maintenance (recommended)\n\n- review last 3–7 daily notes\n- merge stable patterns into `MEMORY.md`\n- remove stale or contradicted entries\n- keep profile concise and behaviorally actionable\n\n## Confidence Decay\n\nHypothesis confidence decays automatically if not reinforced:\n\n- High -> Medium after 14 days\n- Medium -> Low after 30 days\n- Low -> Discard after 60 days\n\nReinforcement occurs when:\n\n- user behavior aligns again\n- user explicitly confirms\n\n## Forgetting & Demotion Policy\n\nActively remove or downgrade memory when:\n\n- a preference is contradicted explicitly by the user\n- a hypothesis remains unvalidated after N sessions (default: 5)\n- a project is clearly abandoned or replaced\n- the user requests forgetting (immediate delete)\n\nDemotion flow:\n\n- Long-term memory -> Daily note (annotated as stale)\n- Hypothesis -> Discarded (log reason briefly)\n\n## Assumption Loop (Human-Like Understanding)\n\nFor deeper understanding, run this loop continuously:\n\n1. Observe behavior pattern (not just words).\n2. Infer a tentative assumption about the user.\n3. Store assumption as hypothesis (never as fact initially).\n4. Test it with a small conversational probe.\n5. Update confidence or discard if contradicted.\n\nGood probes:\n\n- \"I might be wrong, but do you prefer quick decisions when you're tired?\"\n- \"Should I challenge you more directly here, or keep it supportive?\"\n\n## Check-In Limits\n\n- Never ask the same confirmation twice.\n- Do not stack multiple probes in one response.\n- Prefer confirmation when user is calm, not frustrated.\n\n## Optional Check-In Prompt\n\nUse at natural boundaries:\n\n- \"Want me to remember this preference for next time?\"\n\nAsk once, then store explicitly.\n\n## References\n\n- Templates: `references/templates.md`\n- Promotion checklist: `references/promotion-checklist.md`\n- Profile schema: `references/profile-schema.md`\n","readmeExcerpt":"--- 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","codeSnippets":[],"executableExamples":[],"parameters":{},"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"CLAWHUB","editorialOverview":"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","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":358,"uniquenessScore":69,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T00:31:14.985Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"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!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"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","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}