{ "schemaVersion": "1.0", "item": { "slug": "imessage-signal-analyzer", "name": "iMessage & Signal Analyzer", "source": "tencent", "type": "skill", "category": "通讯协作", "sourceUrl": "https://clawhub.ai/terellison/imessage-signal-analyzer", "canonicalUrl": "https://clawhub.ai/terellison/imessage-signal-analyzer", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/imessage-signal-analyzer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=imessage-signal-analyzer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "scripts/analyze.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": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.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/imessage-signal-analyzer" }, "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/imessage-signal-analyzer", "agentPageUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/agent", "manifestUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/agent.json", "briefUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/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": "iMessage & Signal Analyzer", "body": "Analyze iMessage (macOS) and Signal conversations to produce relationship reports." }, { "title": "macOS (iMessage)", "body": "iMessage data is stored locally on macOS. Depending on your security settings, you may need to grant Full Disk Access:\n\nOption 1: Run the script directly with Python (no special permissions needed if you have read access to ~/Library/Messages/chat.db)\n\nOption 2: If you get a permission error, grant Full Disk Access:\n\nOpen System Settings → Privacy & Security → Full Disk Access\nClick + and add Python or your terminal app" }, { "title": "Linux / Windows (Signal only)", "body": "iMessage is not available on Linux/Windows\nSignal analysis works via exported JSON" }, { "title": "Signal (All Platforms)", "body": "Install signal-cli: brew install signal-cli (macOS) or see https://github.com/AsamK/signal-cli\nLink your device: signal-cli link and scan QR code\nExport messages: signal-cli export --output ~/signal_export.json" }, { "title": "iMessage Analysis", "body": "python3 skills/message-analyzer/scripts/analyze.py imessage \n\nExamples:\n\npython3 skills/message-analyzer/scripts/analyze.py imessage \"+15551234567\"\npython3 skills/message-analyzer/scripts/analyze.py imessage \"+15551234567\" --limit 500" }, { "title": "Signal Analysis", "body": "First, export your Signal data (one-time):\n\nsignal-cli export --output ~/signal_export.json\n\nThen analyze:\n\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \n\nExamples:\n\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \"+15551234567\"\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \"+15559876543\"" }, { "title": "iMessage", "body": "If you have a name but not a number:\n\nDB=$(ls ~/Library/Application\\ Support/AddressBook/Sources/*/AddressBook-v22.abcddb 2>/dev/null | head -1)\nsqlite3 \"$DB\" \"SELECT ZFIRSTNAME, ZLASTNAME FROM ZABCDRECORD WHERE ZFIRSTNAME LIKE '%Name%';\"\n\nIf AddressBook returns no results, ask the user for the number." }, { "title": "Signal", "body": "Signal exports include phone numbers in the JSON. Search by name or number." }, { "title": "iMessage", "body": "Your sent messages may only exist from the current device's setup date — older sent messages are lost when switching devices. This skews initiation stats.\nBinary messages (attributedBody) are partially decoded — some formatting artifacts like +@ prefixes may appear in samples; these are normal.\nMultiple handles: One contact may have 2–3 duplicate handles (iMessage + SMS + RCS). The script aggregates them automatically." }, { "title": "Signal", "body": "Export required: You must export Signal data first using signal-cli export\nMedia: Exported JSON contains message text; media (images, files) is not included\nReactions: Emoji reactions are included as separate message entries" }, { "title": "Analysis Output", "body": "The script produces:\n\nTotal message count (you vs. them)\nDate range\nMessages per year with volume bar\nConversation initiation breakdown (new convo = gap > 4 hours)\nNotable silences (>30 days)\nSample messages by year\nMost recent 10 messages" }, { "title": "Interpreting Results", "body": "After running the script, synthesize findings conversationally:\n\nVolume patterns: When was the friendship most active? Any notable surges or drops?\nInitiation skew: Who reaches out first? (Note: your sent messages may be missing from old periods)\nGaps: Were long silences mutual drift or explainable (device switch, platform change, life event)?\nTone/content: What do the sample messages reveal about the relationship's energy?\nContext from user: Always ask the user to fill in context gaps\n\nPresent the analysis conversationally, not just as raw numbers. Offer a genuine take on the relationship dynamic." } ], "body": "iMessage & Signal Analyzer\n\nAnalyze iMessage (macOS) and Signal conversations to produce relationship reports.\n\nPrerequisites\nmacOS (iMessage)\n\niMessage data is stored locally on macOS. Depending on your security settings, you may need to grant Full Disk Access:\n\nOption 1: Run the script directly with Python (no special permissions needed if you have read access to ~/Library/Messages/chat.db)\n\nOption 2: If you get a permission error, grant Full Disk Access:\n\nOpen System Settings → Privacy & Security → Full Disk Access\nClick + and add Python or your terminal app\nLinux / Windows (Signal only)\niMessage is not available on Linux/Windows\nSignal analysis works via exported JSON\nSignal (All Platforms)\nInstall signal-cli: brew install signal-cli (macOS) or see https://github.com/AsamK/signal-cli\nLink your device: signal-cli link and scan QR code\nExport messages: signal-cli export --output ~/signal_export.json\nUsage\niMessage Analysis\npython3 skills/message-analyzer/scripts/analyze.py imessage \n\n\nExamples:\n\npython3 skills/message-analyzer/scripts/analyze.py imessage \"+15551234567\"\npython3 skills/message-analyzer/scripts/analyze.py imessage \"+15551234567\" --limit 500\n\nSignal Analysis\n\nFirst, export your Signal data (one-time):\n\nsignal-cli export --output ~/signal_export.json\n\n\nThen analyze:\n\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \n\n\nExamples:\n\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \"+15551234567\"\npython3 skills/message-analyzer/scripts/analyze.py signal ~/signal_export.json \"+15559876543\"\n\nFinding a Contact's Number\niMessage\n\nIf you have a name but not a number:\n\nDB=$(ls ~/Library/Application\\ Support/AddressBook/Sources/*/AddressBook-v22.abcddb 2>/dev/null | head -1)\nsqlite3 \"$DB\" \"SELECT ZFIRSTNAME, ZLASTNAME FROM ZABCDRECORD WHERE ZFIRSTNAME LIKE '%Name%';\"\n\n\nIf AddressBook returns no results, ask the user for the number.\n\nSignal\n\nSignal exports include phone numbers in the JSON. Search by name or number.\n\nKey Data Caveats\niMessage\nYour sent messages may only exist from the current device's setup date — older sent messages are lost when switching devices. This skews initiation stats.\nBinary messages (attributedBody) are partially decoded — some formatting artifacts like +@ prefixes may appear in samples; these are normal.\nMultiple handles: One contact may have 2–3 duplicate handles (iMessage + SMS + RCS). The script aggregates them automatically.\nSignal\nExport required: You must export Signal data first using signal-cli export\nMedia: Exported JSON contains message text; media (images, files) is not included\nReactions: Emoji reactions are included as separate message entries\nAnalysis Output\n\nThe script produces:\n\nTotal message count (you vs. them)\nDate range\nMessages per year with volume bar\nConversation initiation breakdown (new convo = gap > 4 hours)\nNotable silences (>30 days)\nSample messages by year\nMost recent 10 messages\nInterpreting Results\n\nAfter running the script, synthesize findings conversationally:\n\nVolume patterns: When was the friendship most active? Any notable surges or drops?\nInitiation skew: Who reaches out first? (Note: your sent messages may be missing from old periods)\nGaps: Were long silences mutual drift or explainable (device switch, platform change, life event)?\nTone/content: What do the sample messages reveal about the relationship's energy?\nContext from user: Always ask the user to fill in context gaps\n\nPresent the analysis conversationally, not just as raw numbers. Offer a genuine take on the relationship dynamic." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/terellison/imessage-signal-analyzer", "publisherUrl": "https://clawhub.ai/terellison/imessage-signal-analyzer", "owner": "terellison", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer", "downloadUrl": "https://openagent3.xyz/downloads/imessage-signal-analyzer", "agentUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/agent", "manifestUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/agent.json", "briefUrl": "https://openagent3.xyz/skills/imessage-signal-analyzer/agent.md" } }