{ "schemaVersion": "1.0", "item": { "slug": "mema", "name": "Mema Brain", "source": "tencent", "type": "skill", "category": "效率提升", "sourceUrl": "https://clawhub.ai/1999AZZAR/mema", "canonicalUrl": "https://clawhub.ai/1999AZZAR/mema", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/mema", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mema", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "assets/schema.sql", "env.example.txt", "requirements.txt", "scripts/mema.py" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/mema" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/mema", "agentPageUrl": "https://openagent3.xyz/skills/mema/agent", "manifestUrl": "https://openagent3.xyz/skills/mema/agent.json", "briefUrl": "https://openagent3.xyz/skills/mema/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "Mema Brain (Centralized Memory)", "body": "Standardized memory system providing a Metadata Index (SQLite) and Short-Term Context (Redis)." }, { "title": "1. Document Index (SQLite)", "body": "Primary Path: ~/.openclaw/memory/main.sqlite\nCapability: Stores file paths, titles, and tags.\nNote: This is a Metadata Index only. It does not ingest or provide full-text search of file contents." }, { "title": "2. Short-Term Memory (Redis)", "body": "Key Prefix: mema:mental:*\nPurpose: Ephemeral state management and cross-session context passing.\nTTL: Default 6 hours (21600 seconds)." }, { "title": "Indexing Knowledge", "body": "Record a file's location and tags in the local database.\n\nUsage: python3 $WORKSPACE/skills/mema/scripts/mema.py index [--tag ]" }, { "title": "Searching Index", "body": "List indexed paths filtered by tag or recency.\n\nUsage: python3 $WORKSPACE/skills/mema/scripts/mema.py list [--tag ]" }, { "title": "Mental State (Redis)", "body": "Manage key-value pairs in the mema:mental namespace.\n\nSet: python3 $WORKSPACE/skills/mema/scripts/mema.py mental set [--ttl N]\nGet: python3 $WORKSPACE/skills/mema/scripts/mema.py mental get " }, { "title": "Setup", "body": "Copy env.example.txt to .env.\nConfigure REDIS_HOST and REDIS_PORT (defaults: localhost:6379).\nInitialize the SQLite schema:\npython3 $WORKSPACE/skills/mema/scripts/mema.py init" }, { "title": "Reliability & Security", "body": "Data Privacy: All data is stored locally.\nNetwork Safety: Only point REDIS_HOST to trusted instances.\nPath Isolation: Database operations are confined to the ~/.openclaw/memory directory." } ], "body": "Mema Brain (Centralized Memory)\n\nStandardized memory system providing a Metadata Index (SQLite) and Short-Term Context (Redis).\n\nCore Components\n1. Document Index (SQLite)\nPrimary Path: ~/.openclaw/memory/main.sqlite\nCapability: Stores file paths, titles, and tags.\nNote: This is a Metadata Index only. It does not ingest or provide full-text search of file contents.\n2. Short-Term Memory (Redis)\nKey Prefix: mema:mental:*\nPurpose: Ephemeral state management and cross-session context passing.\nTTL: Default 6 hours (21600 seconds).\nCore Workflows\nIndexing Knowledge\n\nRecord a file's location and tags in the local database.\n\nUsage: python3 $WORKSPACE/skills/mema/scripts/mema.py index [--tag ]\nSearching Index\n\nList indexed paths filtered by tag or recency.\n\nUsage: python3 $WORKSPACE/skills/mema/scripts/mema.py list [--tag ]\nMental State (Redis)\n\nManage key-value pairs in the mema:mental namespace.\n\nSet: python3 $WORKSPACE/skills/mema/scripts/mema.py mental set [--ttl N]\nGet: python3 $WORKSPACE/skills/mema/scripts/mema.py mental get \nSetup\nCopy env.example.txt to .env.\nConfigure REDIS_HOST and REDIS_PORT (defaults: localhost:6379).\nInitialize the SQLite schema: python3 $WORKSPACE/skills/mema/scripts/mema.py init\nReliability & Security\nData Privacy: All data is stored locally.\nNetwork Safety: Only point REDIS_HOST to trusted instances.\nPath Isolation: Database operations are confined to the ~/.openclaw/memory directory." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/1999AZZAR/mema", "publisherUrl": "https://clawhub.ai/1999AZZAR/mema", "owner": "1999AZZAR", "version": "1.1.1", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/mema", "downloadUrl": "https://openagent3.xyz/downloads/mema", "agentUrl": "https://openagent3.xyz/skills/mema/agent", "manifestUrl": "https://openagent3.xyz/skills/mema/agent.json", "briefUrl": "https://openagent3.xyz/skills/mema/agent.md" } }