{"id":"988876c1-5f15-4405-be70-d8f614b2b58a","entityType":"agent","slug":"clawhub-hith3sh-amplitude-analytics","name":"Amplitude","canonicalUrl":"https://www.xpersona.co/agent/clawhub-hith3sh-amplitude-analytics","canonicalPath":"/agent/clawhub-hith3sh-amplitude-analytics","generatedAt":"2026-10-10T02:15:19.423Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T12:13:44.825Z","emptyReason":null},"description":"Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event... Skill: Amplitude Owner: hith3sh Summary: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event... Tags: clawlink:0.1.0, integration:0.1.0, latest:1.0.5 Version history: v1.0.5 | 2026-06-09T07:03:32.987Z | user Add UTM attribution tags (utm_source=clawhub) to ClawLink branding links so visits from this skill page ar","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 2.7K downloads reported by the source. 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Use this skill when users want to query event...\n\nTags: clawlink:0.1.0, integration:0.1.0, latest:1.0.5\n\nVersion history:\n\nv1.0.5 | 2026-06-09T07:03:32.987Z | user\n\nAdd UTM attribution tags (utm_source=clawhub) to ClawLink branding links so visits from this skill page are tracked as a distinct traffic source.\n\nv1.0.4 | 2026-06-09T04:44:29.919Z | auto\n\n- Removed the sample file skill-card.md from the skill package.\n- No other changes to functionality or documentation.\n\nv1.0.2 | 2026-06-08T16:44:33.552Z | auto\n\nNo changes in functionality or documentation. \n- Version bumped to 1.0.2 with no file or SKILL.md changes detected. \n- No action required for users.\n\nv1.0.1 | 2026-06-08T16:25:27.868Z | auto\n\n- Added the official Amplitude logo to the documentation for improved branding.\n- No functional changes to the skill; documentation update only.\n- Removed the redundant \"skill-card.md\" file.\n\nv0.1.1 | 2026-06-07T13:26:53.772Z | user\n\nFull rewrite to new standard: added tool reference tables, 3-step GIF table, architecture diagram, code examples, error handling, and troubleshooting.\n\nv0.1.0 | 2026-05-16T15:33:24.412Z | user\n\nInitial ClawLink integration skill.\n\nArchive index:\n\nArchive v1.0.5: 3 files, 5804 bytes\n\nFiles: skill-card.md (2565b), SKILL.md (13454b), _meta.json (138b)\n\nFile v1.0.5:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\n\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev/?utm_source=clawhub&utm_medium=referral&utm_content=amplitude-analytics) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude\n```\n\n## Authentication\n\nAll Amplitude tool calls are authenticated automatically by ClawLink using the user's connected Amplitude API credentials.\n\n**No API key is required in chat.** ClawLink stores the API key securely and injects it into every Amplitude API request on the user's behalf.\n\n### Getting Connected\n\n1. Install the ClawLink plugin (see Install above).\n2. Pair the plugin with `clawlink_begin_pairing` if it is not configured yet.\n3. Open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude.\n4. Call `clawlink_list_integrations` to verify the connection is active.\n\n## Connection Management\n\n### List Connections\n\n```bash\nclawlink_list_integrations\n```\n\n**Response:** Returns all connected integrations. Look for `amplitude` in the list.\n\n### Verify Connection\n\n```bash\nclawlink_list_tools --integration amplitude\n```\n\n**Response:** Returns the live tool catalog for Amplitude.\n\n### Reconnect\n\nIf Amplitude tools are missing or the connection shows an error:\n\n1. Direct the user to https://claw-link.dev/dashboard?add=amplitude\n2. After they confirm, call `clawlink_list_integrations` to verify\n3. Then call `clawlink_list_tools --integration amplitude`\n\n## Discovery Workflow\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools --integration amplitude` to see the live catalog.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n## Execution Workflow\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘\n```\n\n1. For unfamiliar tools, ambiguous requests, or any write action, call `clawlink_describe_tool` first.\n2. Use the returned guidance, schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups` to shape the call.\n3. Prefer read, list, search, and get operations before writes when that reduces ambiguity.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first.\n5. Execute with `clawlink_call_tool`. Pass confirmation only after the preview matches the user's intent.\n6. If the tool call fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## Tool Reference\n\n### Events & Analytics\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_events` | List all event types with recent statistics | Read |\n| `amplitude_get_event_segmentation` | Get event metrics over time with grouping | Read |\n| `amplitude_get_funnel_data` | Get funnel analysis showing user conversion | Read |\n| `amplitude_get_retention` | Get user retention analysis by cohort | Read |\n| `amplitude_get_revenue_ltv` | Get revenue LTV metrics | Read |\n\n### Users & Activity\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_find_user` | Search for users by canonical identifier | Read |\n| `amplitude_get_user_activity` | Get a user's profile and event stream | Read |\n| `amplitude_get_active_users` | Get active/new user counts for a date range | Read |\n| `amplitude_get_realtime_active_users` | Get real-time active users count | Read |\n| `amplitude_get_user_composition` | Get user breakdown by property | Read |\n\n### Cohorts\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_cohorts` | List all discoverable cohorts | Read |\n| `amplitude_get_cohort` | Get a cohort by ID and initiate download | Read |\n| `amplitude_check_cohort_status` | Check cohort export request status | Read |\n| `amplitude_download_cohort_file` | Download cohort file after completion | Read |\n| `amplitude_upload_cohort` | Upload or update a cohort | Write |\n\n### Annotations & Releases\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_annotations` | List chart annotations with filtering | Read |\n| `amplitude_create_annotation` | Create a chart annotation | Write |\n| `amplitude_create_release` | Document a product release | Write |\n| `amplitude_delete_annotation` | Delete a chart annotation | Write |\n\n### Sessions & Engagement\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_get_session_average` | Get average session length | Read |\n| `amplitude_get_session_length` | Get session length distribution | Read |\n| `amplitude_get_sessions_per_user` | Get average sessions per user | Read |\n\n### User Management\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_identify` | Update user properties | Write |\n| `amplitude_delete_users` | Submit user deletion requests (GDPR/CCPA) | Write |\n| `amplitude_map_user` | Map/merge user identities | Write |\n\n## Code Examples\n\n### Get active users\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_active_users\" \\\n --params '{\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"unit\": \"day\"\n }'\n```\n\n### Get event segmentation\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_event_segmentation\" \\\n --params '{\n \"event\": \"page_view\",\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"interval\": \"day\"\n }'\n```\n\n### List cohorts\n\n```bash\nclawlink_call_tool --tool \"amplitude_list_cohorts\" \\\n --params '{}'\n```\n\n### Create an annotation\n\n```bash\nclawlink_call_tool --tool \"amplitude_create_annotation\" \\\n --params '{\n \"label\": \"Feature Launch\",\n \"date\": \"2025-01-15\",\n \"category\": \"release\"\n }'\n```\n\n## Security & Permissions\n\n- Access is scoped to the connected Amplitude project's data.\n- **All write operations require explicit user confirmation.** Before executing any create, update, or delete call, confirm the target resource and intended effect with the user.\n- Destructive actions (deleting users, annotations) are marked as high-impact and must be confirmed.\n- GDPR/CCPA deletion requests are irreversible once submitted.\n- Cohort uploads and user mapping affect downstream analytics segmentation.\n\n## Notes\n\n- Some analytics queries may return large datasets; use pagination and filtering to limit results.\n- Event data may have a delay before appearing in queries (typically minutes to hours).\n- Cohort downloads are asynchronous; poll the status before downloading.\n- For EU data residency, ensure the project is configured accordingly.\n\n## Error Handling\n\n| Status / Error | Meaning |\n|----------------|---------|\n| Tool not found | The tool name does not exist in the current catalog. Verify with `clawlink_list_tools --integration amplitude`. |\n| Missing connection | Amplitude is not connected. Direct the user to https://claw-link.dev/dashboard?add=amplitude. |\n| `Invalid API key` | The Amplitude API key is invalid or expired. Reconnect the integration. |\n| `Project not found` | The project ID does not exist or is inaccessible. |\n| `Cohort not ready` | Cohort export is still processing. Poll with `check_cohort_status`. |\n| Write rejected | User did not confirm a write action. Always confirm before executing writes. |\n\n### Troubleshooting: Tools Not Visible\n\n1. Check that the ClawLink plugin is installed:\n ```bash\n openclaw plugins list\n ```\n2. If the plugin is installed but tools are missing, tell the user to send `/new` as a standalone message to reload the catalog.\n3. If a fresh chat does not help, run:\n ```bash\n openclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\n openclaw gateway restart\n ```\n4. After restart, tell the user to send `/new` again and retry.\n\n### Troubleshooting: Invalid Tool Call\n\n1. Ensure the integration slug is exactly `amplitude`.\n2. Use `clawlink_describe_tool` to verify parameter names and types before calling.\n3. For write operations, always call `clawlink_preview_tool` first.\n\n## Resources\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- ClawLink: https://claw-link.dev/?utm_source=clawhub&utm_medium=referral&utm_content=amplitude-analytics\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n\n---\n\n**Powered by [ClawLink](https://claw-link.dev/?utm_source=clawhub&utm_medium=referral&utm_content=amplitude-analytics)** — an integration hub for OpenClaw\n\n\n\nFile v1.0.5:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"1.0.5\",\n \"publishedAt\": 1780988612987\n}\n\nFile v1.0.5:skill-card.md\n\n## Description:\n\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[hith3sh](https://clawhub.ai/user/hith3sh)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers, product teams, and analytics operators use this skill to query Amplitude event analytics, cohorts, retention, funnels, releases, dashboards, and experiment insights from an agent workflow.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill relies on a third-party ClawLink plugin that stores and injects Amplitude API credentials.\n\nMitigation: Verify the ClawLink plugin publisher and version before installation, use a dedicated least-privilege Amplitude credential, and revoke the credential when the integration is no longer needed.\n\nRisk: Amplitude write and delete actions can alter analytics state, including irreversible GDPR/CCPA deletion requests, user mapping, cohort changes, releases, and annotations.\n\nMitigation: Keep write and delete actions opt-in, preview changes first, and require explicit user confirmation for the target resource and intended effect.\n\nRisk: Analytics queries and cohort downloads may expose product usage data or large datasets from the connected Amplitude project.\n\nMitigation: Scope access to the intended project, prefer filtered or paginated queries, and avoid sharing returned data outside approved workflows.\n\n## Reference(s):\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- [ClawLink Docs](https://docs.claw-link.dev/openclaw)\n- [ClawLink Verification](https://claw-link.dev/verify)\n- [ClawHub Skill Page](https://clawhub.ai/hith3sh/skills/amplitude-analytics)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance, API calls]\n\n**Output Format:** [Markdown with inline shell commands and structured API call parameters]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include live Amplitude query results, tool previews, error guidance, and confirmation prompts for write or delete operations.]\n\n## Skill Version(s):\n\n1.0.5 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.4: 3 files, 5699 bytes\n\nFiles: skill-card.md (2467b), SKILL.md (13238b), _meta.json (138b)\n\nFile v1.0.4:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\n\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude\n```\n\n## Authentication\n\nAll Amplitude tool calls are authenticated automatically by ClawLink using the user's connected Amplitude API credentials.\n\n**No API key is required in chat.** ClawLink stores the API key securely and injects it into every Amplitude API request on the user's behalf.\n\n### Getting Connected\n\n1. Install the ClawLink plugin (see Install above).\n2. Pair the plugin with `clawlink_begin_pairing` if it is not configured yet.\n3. Open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude.\n4. Call `clawlink_list_integrations` to verify the connection is active.\n\n## Connection Management\n\n### List Connections\n\n```bash\nclawlink_list_integrations\n```\n\n**Response:** Returns all connected integrations. Look for `amplitude` in the list.\n\n### Verify Connection\n\n```bash\nclawlink_list_tools --integration amplitude\n```\n\n**Response:** Returns the live tool catalog for Amplitude.\n\n### Reconnect\n\nIf Amplitude tools are missing or the connection shows an error:\n\n1. Direct the user to https://claw-link.dev/dashboard?add=amplitude\n2. After they confirm, call `clawlink_list_integrations` to verify\n3. Then call `clawlink_list_tools --integration amplitude`\n\n## Discovery Workflow\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools --integration amplitude` to see the live catalog.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n## Execution Workflow\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘\n```\n\n1. For unfamiliar tools, ambiguous requests, or any write action, call `clawlink_describe_tool` first.\n2. Use the returned guidance, schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups` to shape the call.\n3. Prefer read, list, search, and get operations before writes when that reduces ambiguity.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first.\n5. Execute with `clawlink_call_tool`. Pass confirmation only after the preview matches the user's intent.\n6. If the tool call fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## Tool Reference\n\n### Events & Analytics\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_events` | List all event types with recent statistics | Read |\n| `amplitude_get_event_segmentation` | Get event metrics over time with grouping | Read |\n| `amplitude_get_funnel_data` | Get funnel analysis showing user conversion | Read |\n| `amplitude_get_retention` | Get user retention analysis by cohort | Read |\n| `amplitude_get_revenue_ltv` | Get revenue LTV metrics | Read |\n\n### Users & Activity\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_find_user` | Search for users by canonical identifier | Read |\n| `amplitude_get_user_activity` | Get a user's profile and event stream | Read |\n| `amplitude_get_active_users` | Get active/new user counts for a date range | Read |\n| `amplitude_get_realtime_active_users` | Get real-time active users count | Read |\n| `amplitude_get_user_composition` | Get user breakdown by property | Read |\n\n### Cohorts\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_cohorts` | List all discoverable cohorts | Read |\n| `amplitude_get_cohort` | Get a cohort by ID and initiate download | Read |\n| `amplitude_check_cohort_status` | Check cohort export request status | Read |\n| `amplitude_download_cohort_file` | Download cohort file after completion | Read |\n| `amplitude_upload_cohort` | Upload or update a cohort | Write |\n\n### Annotations & Releases\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_annotations` | List chart annotations with filtering | Read |\n| `amplitude_create_annotation` | Create a chart annotation | Write |\n| `amplitude_create_release` | Document a product release | Write |\n| `amplitude_delete_annotation` | Delete a chart annotation | Write |\n\n### Sessions & Engagement\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_get_session_average` | Get average session length | Read |\n| `amplitude_get_session_length` | Get session length distribution | Read |\n| `amplitude_get_sessions_per_user` | Get average sessions per user | Read |\n\n### User Management\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_identify` | Update user properties | Write |\n| `amplitude_delete_users` | Submit user deletion requests (GDPR/CCPA) | Write |\n| `amplitude_map_user` | Map/merge user identities | Write |\n\n## Code Examples\n\n### Get active users\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_active_users\" \\\n --params '{\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"unit\": \"day\"\n }'\n```\n\n### Get event segmentation\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_event_segmentation\" \\\n --params '{\n \"event\": \"page_view\",\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"interval\": \"day\"\n }'\n```\n\n### List cohorts\n\n```bash\nclawlink_call_tool --tool \"amplitude_list_cohorts\" \\\n --params '{}'\n```\n\n### Create an annotation\n\n```bash\nclawlink_call_tool --tool \"amplitude_create_annotation\" \\\n --params '{\n \"label\": \"Feature Launch\",\n \"date\": \"2025-01-15\",\n \"category\": \"release\"\n }'\n```\n\n## Security & Permissions\n\n- Access is scoped to the connected Amplitude project's data.\n- **All write operations require explicit user confirmation.** Before executing any create, update, or delete call, confirm the target resource and intended effect with the user.\n- Destructive actions (deleting users, annotations) are marked as high-impact and must be confirmed.\n- GDPR/CCPA deletion requests are irreversible once submitted.\n- Cohort uploads and user mapping affect downstream analytics segmentation.\n\n## Notes\n\n- Some analytics queries may return large datasets; use pagination and filtering to limit results.\n- Event data may have a delay before appearing in queries (typically minutes to hours).\n- Cohort downloads are asynchronous; poll the status before downloading.\n- For EU data residency, ensure the project is configured accordingly.\n\n## Error Handling\n\n| Status / Error | Meaning |\n|----------------|---------|\n| Tool not found | The tool name does not exist in the current catalog. Verify with `clawlink_list_tools --integration amplitude`. |\n| Missing connection | Amplitude is not connected. Direct the user to https://claw-link.dev/dashboard?add=amplitude. |\n| `Invalid API key` | The Amplitude API key is invalid or expired. Reconnect the integration. |\n| `Project not found` | The project ID does not exist or is inaccessible. |\n| `Cohort not ready` | Cohort export is still processing. Poll with `check_cohort_status`. |\n| Write rejected | User did not confirm a write action. Always confirm before executing writes. |\n\n### Troubleshooting: Tools Not Visible\n\n1. Check that the ClawLink plugin is installed:\n ```bash\n openclaw plugins list\n ```\n2. If the plugin is installed but tools are missing, tell the user to send `/new` as a standalone message to reload the catalog.\n3. If a fresh chat does not help, run:\n ```bash\n openclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\n openclaw gateway restart\n ```\n4. After restart, tell the user to send `/new` again and retry.\n\n### Troubleshooting: Invalid Tool Call\n\n1. Ensure the integration slug is exactly `amplitude`.\n2. Use `clawlink_describe_tool` to verify parameter names and types before calling.\n3. For write operations, always call `clawlink_preview_tool` first.\n\n## Resources\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- ClawLink: https://claw-link.dev\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n\n---\n\n**Powered by [ClawLink](https://claw-link.dev)** — an integration hub for OpenClaw\n\n\n\nFile v1.0.4:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"1.0.4\",\n \"publishedAt\": 1780980269919\n}\n\nFile v1.0.4:skill-card.md\n\n## Description:
\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[hith3sh](https://clawhub.ai/user/hith3sh)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nProduct, analytics, and growth teams use this skill to query Amplitude event analytics, inspect cohorts and users, manage annotations and releases, and analyze product behavior through ClawLink-backed Amplitude tools.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill enables authenticated access to connected Amplitude project data and can modify Amplitude resources.
\nMitigation: Connect only intended Amplitude projects and review ClawLink previews before approving write actions.
\nRisk: User deletion, identity mapping, cohort uploads, and annotation deletion can have high-impact or irreversible effects.
\nMitigation: Confirm the target resource and intended effect with the user before execution, especially for destructive or compliance-related operations.
\nRisk: Large, delayed, or asynchronous analytics results can lead to incomplete interpretation.
\nMitigation: Use date filters, pagination, and cohort status polling, and communicate known freshness or export-status limits in the response.
\n\n\n## Reference(s):
\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)
\n- [Amplitude API Reference](https://developers.amplitude.com/)
\n- [ClawLink OpenClaw Docs](https://docs.claw-link.dev/openclaw)
\n- [ClawHub Skill Page](https://clawhub.ai/hith3sh/amplitude-analytics)
\n\n\n## Skill Output:
\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance]
\n**Output Format:** [Markdown with inline shell commands and tool-call guidance]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May guide authenticated ClawLink calls that return Amplitude analytics, cohort, user, annotation, release, and session data.]
\n\n## Skill Version(s):
\n1.0.4 (source: server release metadata)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v1.0.2: 3 files, 5813 bytes\n\nFiles: skill-card.md (2802b), SKILL.md (13238b), _meta.json (138b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\n\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude\n```\n\n## Authentication\n\nAll Amplitude tool calls are authenticated automatically by ClawLink using the user's connected Amplitude API credentials.\n\n**No API key is required in chat.** ClawLink stores the API key securely and injects it into every Amplitude API request on the user's behalf.\n\n### Getting Connected\n\n1. Install the ClawLink plugin (see Install above).\n2. Pair the plugin with `clawlink_begin_pairing` if it is not configured yet.\n3. Open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude.\n4. Call `clawlink_list_integrations` to verify the connection is active.\n\n## Connection Management\n\n### List Connections\n\n```bash\nclawlink_list_integrations\n```\n\n**Response:** Returns all connected integrations. Look for `amplitude` in the list.\n\n### Verify Connection\n\n```bash\nclawlink_list_tools --integration amplitude\n```\n\n**Response:** Returns the live tool catalog for Amplitude.\n\n### Reconnect\n\nIf Amplitude tools are missing or the connection shows an error:\n\n1. Direct the user to https://claw-link.dev/dashboard?add=amplitude\n2. After they confirm, call `clawlink_list_integrations` to verify\n3. Then call `clawlink_list_tools --integration amplitude`\n\n## Discovery Workflow\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools --integration amplitude` to see the live catalog.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n## Execution Workflow\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘\n```\n\n1. For unfamiliar tools, ambiguous requests, or any write action, call `clawlink_describe_tool` first.\n2. Use the returned guidance, schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups` to shape the call.\n3. Prefer read, list, search, and get operations before writes when that reduces ambiguity.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first.\n5. Execute with `clawlink_call_tool`. Pass confirmation only after the preview matches the user's intent.\n6. If the tool call fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## Tool Reference\n\n### Events & Analytics\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_events` | List all event types with recent statistics | Read |\n| `amplitude_get_event_segmentation` | Get event metrics over time with grouping | Read |\n| `amplitude_get_funnel_data` | Get funnel analysis showing user conversion | Read |\n| `amplitude_get_retention` | Get user retention analysis by cohort | Read |\n| `amplitude_get_revenue_ltv` | Get revenue LTV metrics | Read |\n\n### Users & Activity\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_find_user` | Search for users by canonical identifier | Read |\n| `amplitude_get_user_activity` | Get a user's profile and event stream | Read |\n| `amplitude_get_active_users` | Get active/new user counts for a date range | Read |\n| `amplitude_get_realtime_active_users` | Get real-time active users count | Read |\n| `amplitude_get_user_composition` | Get user breakdown by property | Read |\n\n### Cohorts\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_cohorts` | List all discoverable cohorts | Read |\n| `amplitude_get_cohort` | Get a cohort by ID and initiate download | Read |\n| `amplitude_check_cohort_status` | Check cohort export request status | Read |\n| `amplitude_download_cohort_file` | Download cohort file after completion | Read |\n| `amplitude_upload_cohort` | Upload or update a cohort | Write |\n\n### Annotations & Releases\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_annotations` | List chart annotations with filtering | Read |\n| `amplitude_create_annotation` | Create a chart annotation | Write |\n| `amplitude_create_release` | Document a product release | Write |\n| `amplitude_delete_annotation` | Delete a chart annotation | Write |\n\n### Sessions & Engagement\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_get_session_average` | Get average session length | Read |\n| `amplitude_get_session_length` | Get session length distribution | Read |\n| `amplitude_get_sessions_per_user` | Get average sessions per user | Read |\n\n### User Management\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_identify` | Update user properties | Write |\n| `amplitude_delete_users` | Submit user deletion requests (GDPR/CCPA) | Write |\n| `amplitude_map_user` | Map/merge user identities | Write |\n\n## Code Examples\n\n### Get active users\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_active_users\" \\\n --params '{\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"unit\": \"day\"\n }'\n```\n\n### Get event segmentation\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_event_segmentation\" \\\n --params '{\n \"event\": \"page_view\",\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"interval\": \"day\"\n }'\n```\n\n### List cohorts\n\n```bash\nclawlink_call_tool --tool \"amplitude_list_cohorts\" \\\n --params '{}'\n```\n\n### Create an annotation\n\n```bash\nclawlink_call_tool --tool \"amplitude_create_annotation\" \\\n --params '{\n \"label\": \"Feature Launch\",\n \"date\": \"2025-01-15\",\n \"category\": \"release\"\n }'\n```\n\n## Security & Permissions\n\n- Access is scoped to the connected Amplitude project's data.\n- **All write operations require explicit user confirmation.** Before executing any create, update, or delete call, confirm the target resource and intended effect with the user.\n- Destructive actions (deleting users, annotations) are marked as high-impact and must be confirmed.\n- GDPR/CCPA deletion requests are irreversible once submitted.\n- Cohort uploads and user mapping affect downstream analytics segmentation.\n\n## Notes\n\n- Some analytics queries may return large datasets; use pagination and filtering to limit results.\n- Event data may have a delay before appearing in queries (typically minutes to hours).\n- Cohort downloads are asynchronous; poll the status before downloading.\n- For EU data residency, ensure the project is configured accordingly.\n\n## Error Handling\n\n| Status / Error | Meaning |\n|----------------|---------|\n| Tool not found | The tool name does not exist in the current catalog. Verify with `clawlink_list_tools --integration amplitude`. |\n| Missing connection | Amplitude is not connected. Direct the user to https://claw-link.dev/dashboard?add=amplitude. |\n| `Invalid API key` | The Amplitude API key is invalid or expired. Reconnect the integration. |\n| `Project not found` | The project ID does not exist or is inaccessible. |\n| `Cohort not ready` | Cohort export is still processing. Poll with `check_cohort_status`. |\n| Write rejected | User did not confirm a write action. Always confirm before executing writes. |\n\n### Troubleshooting: Tools Not Visible\n\n1. Check that the ClawLink plugin is installed:\n ```bash\n openclaw plugins list\n ```\n2. If the plugin is installed but tools are missing, tell the user to send `/new` as a standalone message to reload the catalog.\n3. If a fresh chat does not help, run:\n ```bash\n openclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\n openclaw gateway restart\n ```\n4. After restart, tell the user to send `/new` again and retry.\n\n### Troubleshooting: Invalid Tool Call\n\n1. Ensure the integration slug is exactly `amplitude`.\n2. Use `clawlink_describe_tool` to verify parameter names and types before calling.\n3. For write operations, always call `clawlink_preview_tool` first.\n\n## Resources\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- ClawLink: https://claw-link.dev\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n\n---\n\n**Powered by [ClawLink](https://claw-link.dev)** — an integration hub for OpenClaw\n\n\n\nFile v1.0.2:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"1.0.2\",\n \"publishedAt\": 1780937073552\n}\n\nFile v1.0.2:skill-card.md\n\n## Description:
\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[hith3sh](https://clawhub.ai/user/hith3sh)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nProduct teams, analysts, and developers use this skill to query Amplitude event analytics, cohorts, retention, funnels, releases, annotations, and user activity from an agent chat. It also supports governed Amplitude write workflows such as cohort uploads, annotations, releases, user property updates, identity mapping, and deletion requests.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill uses connected Amplitude credentials through ClawLink, so tool calls can access data allowed by the connected account.
\nMitigation: Install only when the publisher and ClawLink connection are trusted, connect the intended Amplitude project, and review connection status before use.
\nRisk: Amplitude write actions can change analytics state, including cohorts, annotations, releases, user properties, identity mappings, and deletion requests.
\nMitigation: Use tool descriptions and previews before writes, confirm the target resource and intended effect with the user, and treat deletion requests as irreversible.
\nRisk: Large or delayed analytics results can be incomplete, stale, or difficult to interpret without filters.
\nMitigation: Use date ranges, grouping, pagination, and follow-up checks, and disclose query limits or delayed availability when reporting results.
\n\n\n## Reference(s):
\n- [ClawHub skill page](https://clawhub.ai/hith3sh/amplitude-analytics)
\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)
\n- [Amplitude API Reference](https://developers.amplitude.com/)
\n- [ClawLink OpenClaw Docs](https://docs.claw-link.dev/openclaw)
\n- [ClawLink Verification](https://claw-link.dev/verify)
\n\n\n## Skill Output:
\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance, API calls]
\n**Output Format:** [Markdown guidance with shell command examples and JSON tool parameters]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [Uses the live ClawLink tool catalog for Amplitude; write actions require preview and explicit user confirmation.]
\n\n## Skill Version(s):
\n1.0.2 (source: server release evidence)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v1.0.1: 3 files, 5741 bytes\n\nFiles: skill-card.md (2597b), SKILL.md (13238b), _meta.json (138b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\n\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude\n```\n\n## Authentication\n\nAll Amplitude tool calls are authenticated automatically by ClawLink using the user's connected Amplitude API credentials.\n\n**No API key is required in chat.** ClawLink stores the API key securely and injects it into every Amplitude API request on the user's behalf.\n\n### Getting Connected\n\n1. Install the ClawLink plugin (see Install above).\n2. Pair the plugin with `clawlink_begin_pairing` if it is not configured yet.\n3. Open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude.\n4. Call `clawlink_list_integrations` to verify the connection is active.\n\n## Connection Management\n\n### List Connections\n\n```bash\nclawlink_list_integrations\n```\n\n**Response:** Returns all connected integrations. Look for `amplitude` in the list.\n\n### Verify Connection\n\n```bash\nclawlink_list_tools --integration amplitude\n```\n\n**Response:** Returns the live tool catalog for Amplitude.\n\n### Reconnect\n\nIf Amplitude tools are missing or the connection shows an error:\n\n1. Direct the user to https://claw-link.dev/dashboard?add=amplitude\n2. After they confirm, call `clawlink_list_integrations` to verify\n3. Then call `clawlink_list_tools --integration amplitude`\n\n## Discovery Workflow\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools --integration amplitude` to see the live catalog.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n## Execution Workflow\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘\n```\n\n1. For unfamiliar tools, ambiguous requests, or any write action, call `clawlink_describe_tool` first.\n2. Use the returned guidance, schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups` to shape the call.\n3. Prefer read, list, search, and get operations before writes when that reduces ambiguity.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first.\n5. Execute with `clawlink_call_tool`. Pass confirmation only after the preview matches the user's intent.\n6. If the tool call fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## Tool Reference\n\n### Events & Analytics\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_events` | List all event types with recent statistics | Read |\n| `amplitude_get_event_segmentation` | Get event metrics over time with grouping | Read |\n| `amplitude_get_funnel_data` | Get funnel analysis showing user conversion | Read |\n| `amplitude_get_retention` | Get user retention analysis by cohort | Read |\n| `amplitude_get_revenue_ltv` | Get revenue LTV metrics | Read |\n\n### Users & Activity\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_find_user` | Search for users by canonical identifier | Read |\n| `amplitude_get_user_activity` | Get a user's profile and event stream | Read |\n| `amplitude_get_active_users` | Get active/new user counts for a date range | Read |\n| `amplitude_get_realtime_active_users` | Get real-time active users count | Read |\n| `amplitude_get_user_composition` | Get user breakdown by property | Read |\n\n### Cohorts\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_cohorts` | List all discoverable cohorts | Read |\n| `amplitude_get_cohort` | Get a cohort by ID and initiate download | Read |\n| `amplitude_check_cohort_status` | Check cohort export request status | Read |\n| `amplitude_download_cohort_file` | Download cohort file after completion | Read |\n| `amplitude_upload_cohort` | Upload or update a cohort | Write |\n\n### Annotations & Releases\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_annotations` | List chart annotations with filtering | Read |\n| `amplitude_create_annotation` | Create a chart annotation | Write |\n| `amplitude_create_release` | Document a product release | Write |\n| `amplitude_delete_annotation` | Delete a chart annotation | Write |\n\n### Sessions & Engagement\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_get_session_average` | Get average session length | Read |\n| `amplitude_get_session_length` | Get session length distribution | Read |\n| `amplitude_get_sessions_per_user` | Get average sessions per user | Read |\n\n### User Management\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_identify` | Update user properties | Write |\n| `amplitude_delete_users` | Submit user deletion requests (GDPR/CCPA) | Write |\n| `amplitude_map_user` | Map/merge user identities | Write |\n\n## Code Examples\n\n### Get active users\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_active_users\" \\\n --params '{\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"unit\": \"day\"\n }'\n```\n\n### Get event segmentation\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_event_segmentation\" \\\n --params '{\n \"event\": \"page_view\",\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"interval\": \"day\"\n }'\n```\n\n### List cohorts\n\n```bash\nclawlink_call_tool --tool \"amplitude_list_cohorts\" \\\n --params '{}'\n```\n\n### Create an annotation\n\n```bash\nclawlink_call_tool --tool \"amplitude_create_annotation\" \\\n --params '{\n \"label\": \"Feature Launch\",\n \"date\": \"2025-01-15\",\n \"category\": \"release\"\n }'\n```\n\n## Security & Permissions\n\n- Access is scoped to the connected Amplitude project's data.\n- **All write operations require explicit user confirmation.** Before executing any create, update, or delete call, confirm the target resource and intended effect with the user.\n- Destructive actions (deleting users, annotations) are marked as high-impact and must be confirmed.\n- GDPR/CCPA deletion requests are irreversible once submitted.\n- Cohort uploads and user mapping affect downstream analytics segmentation.\n\n## Notes\n\n- Some analytics queries may return large datasets; use pagination and filtering to limit results.\n- Event data may have a delay before appearing in queries (typically minutes to hours).\n- Cohort downloads are asynchronous; poll the status before downloading.\n- For EU data residency, ensure the project is configured accordingly.\n\n## Error Handling\n\n| Status / Error | Meaning |\n|----------------|---------|\n| Tool not found | The tool name does not exist in the current catalog. Verify with `clawlink_list_tools --integration amplitude`. |\n| Missing connection | Amplitude is not connected. Direct the user to https://claw-link.dev/dashboard?add=amplitude. |\n| `Invalid API key` | The Amplitude API key is invalid or expired. Reconnect the integration. |\n| `Project not found` | The project ID does not exist or is inaccessible. |\n| `Cohort not ready` | Cohort export is still processing. Poll with `check_cohort_status`. |\n| Write rejected | User did not confirm a write action. Always confirm before executing writes. |\n\n### Troubleshooting: Tools Not Visible\n\n1. Check that the ClawLink plugin is installed:\n ```bash\n openclaw plugins list\n ```\n2. If the plugin is installed but tools are missing, tell the user to send `/new` as a standalone message to reload the catalog.\n3. If a fresh chat does not help, run:\n ```bash\n openclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\n openclaw gateway restart\n ```\n4. After restart, tell the user to send `/new` again and retry.\n\n### Troubleshooting: Invalid Tool Call\n\n1. Ensure the integration slug is exactly `amplitude`.\n2. Use `clawlink_describe_tool` to verify parameter names and types before calling.\n3. For write operations, always call `clawlink_preview_tool` first.\n\n## Resources\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- ClawLink: https://claw-link.dev\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n\n---\n\n**Powered by [ClawLink](https://claw-link.dev)** — an integration hub for OpenClaw\n\n\n\nFile v1.0.1:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"1.0.1\",\n \"publishedAt\": 1780935927868\n}\n\nFile v1.0.1:skill-card.md\n\n## Description:
\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[hith3sh](https://clawhub.ai/user/hith3sh)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users and developers use this skill to connect OpenClaw through ClawLink to an Amplitude project, discover available Amplitude tools, run analytics queries, and perform confirmed cohort, annotation, release, and user-management actions.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill uses sensitive Amplitude credentials through ClawLink and can access the connected Amplitude project.
\nMitigation: Install only when ClawLink access to the intended Amplitude project is expected, and review the account and project before connecting.
\nRisk: Write operations can change cohorts, annotations, releases, user identities, or submit irreversible user deletion requests.
\nMitigation: Require an explicit preview and user confirmation before any write action, especially deletion, identity mapping, cohort upload, or annotation changes.
\nRisk: Analytics queries and cohort downloads can be large, delayed, or asynchronous.
\nMitigation: Use filtering and pagination where available, poll cohort export status before download, and report real API errors without inventing results.
\n\n\n## Reference(s):
\n- [ClawHub Skill Page](https://clawhub.ai/hith3sh/amplitude-analytics)
\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)
\n- [Amplitude API Reference](https://developers.amplitude.com/)
\n- [ClawLink OpenClaw Docs](https://docs.claw-link.dev/openclaw)
\n- [ClawLink Verification](https://claw-link.dev/verify)
\n\n\n## Skill Output:
\n**Output Type(s):** [guidance, shell commands, API calls, configuration]
\n**Output Format:** [Markdown with inline shell commands and JSON tool-call examples]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May produce read-only analytics summaries or confirmed write-operation instructions through ClawLink tool calls.]
\n\n## Skill Version(s):
\n1.0.1 (source: server release metadata)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v0.1.1: 3 files, 5619 bytes\n\nFiles: skill-card.md (2393b), SKILL.md (13123b), _meta.json (138b)\n\nFile v0.1.1:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude\n```\n\n## Authentication\n\nAll Amplitude tool calls are authenticated automatically by ClawLink using the user's connected Amplitude API credentials.\n\n**No API key is required in chat.** ClawLink stores the API key securely and injects it into every Amplitude API request on the user's behalf.\n\n### Getting Connected\n\n1. Install the ClawLink plugin (see Install above).\n2. Pair the plugin with `clawlink_begin_pairing` if it is not configured yet.\n3. Open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude.\n4. Call `clawlink_list_integrations` to verify the connection is active.\n\n## Connection Management\n\n### List Connections\n\n```bash\nclawlink_list_integrations\n```\n\n**Response:** Returns all connected integrations. Look for `amplitude` in the list.\n\n### Verify Connection\n\n```bash\nclawlink_list_tools --integration amplitude\n```\n\n**Response:** Returns the live tool catalog for Amplitude.\n\n### Reconnect\n\nIf Amplitude tools are missing or the connection shows an error:\n\n1. Direct the user to https://claw-link.dev/dashboard?add=amplitude\n2. After they confirm, call `clawlink_list_integrations` to verify\n3. Then call `clawlink_list_tools --integration amplitude`\n\n## Discovery Workflow\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools --integration amplitude` to see the live catalog.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n## Execution Workflow\n\n```\n┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘\n```\n\n1. For unfamiliar tools, ambiguous requests, or any write action, call `clawlink_describe_tool` first.\n2. Use the returned guidance, schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups` to shape the call.\n3. Prefer read, list, search, and get operations before writes when that reduces ambiguity.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first.\n5. Execute with `clawlink_call_tool`. Pass confirmation only after the preview matches the user's intent.\n6. If the tool call fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## Tool Reference\n\n### Events & Analytics\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_events` | List all event types with recent statistics | Read |\n| `amplitude_get_event_segmentation` | Get event metrics over time with grouping | Read |\n| `amplitude_get_funnel_data` | Get funnel analysis showing user conversion | Read |\n| `amplitude_get_retention` | Get user retention analysis by cohort | Read |\n| `amplitude_get_revenue_ltv` | Get revenue LTV metrics | Read |\n\n### Users & Activity\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_find_user` | Search for users by canonical identifier | Read |\n| `amplitude_get_user_activity` | Get a user's profile and event stream | Read |\n| `amplitude_get_active_users` | Get active/new user counts for a date range | Read |\n| `amplitude_get_realtime_active_users` | Get real-time active users count | Read |\n| `amplitude_get_user_composition` | Get user breakdown by property | Read |\n\n### Cohorts\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_cohorts` | List all discoverable cohorts | Read |\n| `amplitude_get_cohort` | Get a cohort by ID and initiate download | Read |\n| `amplitude_check_cohort_status` | Check cohort export request status | Read |\n| `amplitude_download_cohort_file` | Download cohort file after completion | Read |\n| `amplitude_upload_cohort` | Upload or update a cohort | Write |\n\n### Annotations & Releases\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_list_annotations` | List chart annotations with filtering | Read |\n| `amplitude_create_annotation` | Create a chart annotation | Write |\n| `amplitude_create_release` | Document a product release | Write |\n| `amplitude_delete_annotation` | Delete a chart annotation | Write |\n\n### Sessions & Engagement\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_get_session_average` | Get average session length | Read |\n| `amplitude_get_session_length` | Get session length distribution | Read |\n| `amplitude_get_sessions_per_user` | Get average sessions per user | Read |\n\n### User Management\n\n| Tool | Description | Mode |\n|------|-------------|------|\n| `amplitude_identify` | Update user properties | Write |\n| `amplitude_delete_users` | Submit user deletion requests (GDPR/CCPA) | Write |\n| `amplitude_map_user` | Map/merge user identities | Write |\n\n## Code Examples\n\n### Get active users\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_active_users\" \\\n --params '{\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"unit\": \"day\"\n }'\n```\n\n### Get event segmentation\n\n```bash\nclawlink_call_tool --tool \"amplitude_get_event_segmentation\" \\\n --params '{\n \"event\": \"page_view\",\n \"start_date\": \"2025-01-01\",\n \"end_date\": \"2025-01-31\",\n \"interval\": \"day\"\n }'\n```\n\n### List cohorts\n\n```bash\nclawlink_call_tool --tool \"amplitude_list_cohorts\" \\\n --params '{}'\n```\n\n### Create an annotation\n\n```bash\nclawlink_call_tool --tool \"amplitude_create_annotation\" \\\n --params '{\n \"label\": \"Feature Launch\",\n \"date\": \"2025-01-15\",\n \"category\": \"release\"\n }'\n```\n\n## Security & Permissions\n\n- Access is scoped to the connected Amplitude project's data.\n- **All write operations require explicit user confirmation.** Before executing any create, update, or delete call, confirm the target resource and intended effect with the user.\n- Destructive actions (deleting users, annotations) are marked as high-impact and must be confirmed.\n- GDPR/CCPA deletion requests are irreversible once submitted.\n- Cohort uploads and user mapping affect downstream analytics segmentation.\n\n## Notes\n\n- Some analytics queries may return large datasets; use pagination and filtering to limit results.\n- Event data may have a delay before appearing in queries (typically minutes to hours).\n- Cohort downloads are asynchronous; poll the status before downloading.\n- For EU data residency, ensure the project is configured accordingly.\n\n## Error Handling\n\n| Status / Error | Meaning |\n|----------------|---------|\n| Tool not found | The tool name does not exist in the current catalog. Verify with `clawlink_list_tools --integration amplitude`. |\n| Missing connection | Amplitude is not connected. Direct the user to https://claw-link.dev/dashboard?add=amplitude. |\n| `Invalid API key` | The Amplitude API key is invalid or expired. Reconnect the integration. |\n| `Project not found` | The project ID does not exist or is inaccessible. |\n| `Cohort not ready` | Cohort export is still processing. Poll with `check_cohort_status`. |\n| Write rejected | User did not confirm a write action. Always confirm before executing writes. |\n\n### Troubleshooting: Tools Not Visible\n\n1. Check that the ClawLink plugin is installed:\n ```bash\n openclaw plugins list\n ```\n2. If the plugin is installed but tools are missing, tell the user to send `/new` as a standalone message to reload the catalog.\n3. If a fresh chat does not help, run:\n ```bash\n openclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\n openclaw gateway restart\n ```\n4. After restart, tell the user to send `/new` again and retry.\n\n### Troubleshooting: Invalid Tool Call\n\n1. Ensure the integration slug is exactly `amplitude`.\n2. Use `clawlink_describe_tool` to verify parameter names and types before calling.\n3. For write operations, always call `clawlink_preview_tool` first.\n\n## Resources\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- ClawLink: https://claw-link.dev\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n\n---\n\n**Powered by [ClawLink](https://claw-link.dev)** — an integration hub for OpenClaw\n\n\n\nFile v0.1.1:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"0.1.1\",\n \"publishedAt\": 1780838813772\n}\n\nFile v0.1.1:skill-card.md\n\n## Description:
\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[hith3sh](https://clawhub.ai/user/hith3sh)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nExternal users, developers, and product teams use this skill to query Amplitude analytics, inspect events, cohorts, users, retention, funnels, and releases, and perform confirmed Amplitude write actions through ClawLink.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill requires trust in ClawLink to broker access to the user's Amplitude project and credentials.
\nMitigation: Confirm the user trusts ClawLink before installation and connect only the intended Amplitude project.
\nRisk: Write actions can affect analytics data, cohorts, identity mappings, annotations, releases, or user deletion workflows.
\nMitigation: Use tool descriptions and previews before writes, then proceed only after explicit user confirmation of the target and effect.
\nRisk: Amplitude analytics queries may return delayed or large result sets.
\nMitigation: Use date ranges, filters, pagination, and status polling for asynchronous cohort downloads.
\n\n\n## Reference(s):
\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)
\n- [Amplitude API Reference](https://developers.amplitude.com/)
\n- [ClawLink OpenClaw Docs](https://docs.claw-link.dev/openclaw)
\n- [ClawLink Verification](https://claw-link.dev/verify)
\n\n\n## Skill Output:
\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Guidance]
\n**Output Format:** [Markdown with inline bash commands and tool-call guidance]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [May guide authenticated Amplitude API calls through ClawLink; write and destructive operations require preview and explicit user confirmation.]
\n\n## Skill Version(s):
\n0.1.1 (source: server release evidence)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
\n\nArchive v0.1.0: 3 files, 3419 bytes\n\nFiles: skill-card.md (2228b), SKILL.md (4934b), _meta.json (138b)\n\nFile v0.1.0:SKILL.md\n\n---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights - powered by ClawLink.\n---\n\n# Amplitude\n\nWork with Amplitude from chat - analyze product events, cohorts, dashboards, releases, and experiment data.\n\nPowered by [ClawLink](https://claw-link.dev), an integration hub for OpenClaw that handles hosted connection flows and credentials so you don't need to configure Amplitude API access yourself.\n\n## Quick start\n\n1. Install the verified ClawLink plugin: `openclaw plugins install clawhub:clawlink-plugin`\n2. Start a fresh OpenClaw chat if the plugin was just installed and ClawLink tools are not visible yet\n3. If ClawLink is not configured, call `clawlink_begin_pairing`\n4. Tell the user to open the returned pairing URL, sign in to ClawLink if needed, and approve the device\n5. After the user confirms approval, call `clawlink_get_pairing_status`\n6. Tell the user to connect Amplitude at [claw-link.dev/dashboard?add=amplitude](https://claw-link.dev/dashboard?add=amplitude)\n7. When the user confirms Amplitude is connected, call `clawlink_list_integrations` and then `clawlink_list_tools` with the `amplitude` integration slug\n\n## Setup details\n\n### Installing the plugin\n\nIf the ClawLink plugin is not installed yet, tell the user to run:\n\n```\nopenclaw plugins install clawhub:clawlink-plugin\n```\n\nIf the current chat started before the plugin was installed and ClawLink tools are still unavailable, tell the user to start a fresh chat so OpenClaw reloads the plugin tool catalog.\n\n### Pairing ClawLink\n\nIf ClawLink reports that the plugin is not configured, the plugin has not been paired with the user's ClawLink account yet.\n\n1. Call `clawlink_begin_pairing`.\n2. Tell the user to open the returned pairing URL in their browser.\n3. The user signs in to ClawLink if needed and approves the OpenClaw device.\n4. After the user confirms approval, call `clawlink_get_pairing_status` to finish local setup.\n\nThe resulting device credential is stored locally in OpenClaw's plugin config and is only sent to `claw-link.dev`. The user should not paste raw credentials into chat.\n\n### Connecting Amplitude\n\nTell the user to open https://claw-link.dev/dashboard?add=amplitude and connect Amplitude there. The page opens the add-connection panel filtered to Amplitude. ClawLink's hosted page runs the provider connection flow. When they confirm it is done, call `clawlink_list_integrations` to verify, then call `clawlink_list_tools` with integration `amplitude`.\n\n## Using Amplitude tools\n\nClawLink provides tools dynamically based on what the user has connected. You do not need to know tool names or schemas in advance.\n\n### Discovery\n\n1. Call `clawlink_list_integrations` to confirm Amplitude is connected.\n2. Call `clawlink_list_tools` with integration `amplitude`.\n3. Treat the returned list as the source of truth. Do not guess or assume what tools exist.\n4. If the user describes a capability but the exact tool is unclear, call `clawlink_search_tools` with a short query and integration `amplitude`.\n5. If no Amplitude tools appear, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n\n### Execution\n\n1. Call `clawlink_describe_tool` before using an unfamiliar tool, before any write, or when the request is ambiguous.\n2. Use the returned schema, `whenToUse`, `askBefore`, `safeDefaults`, `examples`, and `followups`.\n3. Prefer read, list, search, and get operations before writes.\n4. For writes or anything marked as requiring confirmation, call `clawlink_preview_tool` first, then confirm with the user.\n5. Execute with `clawlink_call_tool`.\n6. If it fails, report the real error. Do not invent results or restate the failure as a missing capability unless the live catalog supports that conclusion.\n\n## What you can do\n\nTypical Amplitude tasks (actual availability depends on the user's connected account, permissions, scopes, and current ClawLink tool catalog):\n\n- Query event and product analytics\n- Inspect cohorts, dashboards, and charts\n- Create or manage releases when available\n- Retrieve user or group analytics\n- Review experiment and segmentation data\n\n## Rules\n\n- Always use ClawLink tools for Amplitude. Do not ask the user for separate Amplitude credentials.\n- Do not claim a capability is missing without checking the live ClawLink catalog in the current turn.\n- Do not invent slash commands or ask the user to paste raw credentials.\n- Ask for confirmation before destructive, external-facing, or bulk write actions.\n- If Amplitude is not connected, direct the user to https://claw-link.dev/dashboard?add=amplitude.\n- Never echo or repeat the user's ClawLink credential.\n\n## Resources\n\n- ClawLink: https://claw-link.dev\n- ClawLink Docs: https://docs.claw-link.dev/openclaw\n- ClawLink Verification: https://claw-link.dev/verify\n- ClawLink Source: https://github.com/hith3sh/clawlink\n- Amplitude API: https://amplitude.com/docs/apis\n\nFile v0.1.0:_meta.json\n\n{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"0.1.0\",\n \"publishedAt\": 1778945604412\n}\n\nFile v0.1.0:skill-card.md\n\n## Description:
\nAnalyze product events, cohorts, releases, dashboards, and experiment insights - powered by ClawLink.
\n\nThis skill is ready for commercial/non-commercial use.
\n\n## Publisher:
\n[hith3sh](https://clawhub.ai/user/hith3sh)
\n\n### License/Terms of Use:
\nMIT-0
\n\n\n## Use Case:
\nDevelopers and product teams use this skill to connect an agent to Amplitude through ClawLink, discover available Amplitude tools, and analyze events, cohorts, dashboards, releases, and experiments from chat.
\n\n### Deployment Geography for Use:
\nGlobal
\n\n## Known Risks and Mitigations:
\nRisk: The skill depends on a third-party ClawLink plugin and hosted service to connect and operate on an Amplitude workspace.
\nMitigation: Install only if the ClawLink plugin and hosted service are trusted, connect the intended workspace, and review permissions requested during pairing.
\nRisk: Write, destructive, external-facing, or bulk actions could change Amplitude data or configuration.
\nMitigation: Use ClawLink tool descriptions and previews before sensitive actions, prefer read/list/search operations first, and confirm with the user before execution.
\n\n\n## Reference(s):
\n- [ClawLink](https://claw-link.dev)
\n- [ClawLink OpenClaw Docs](https://docs.claw-link.dev/openclaw)
\n- [ClawLink Verification](https://claw-link.dev/verify)
\n- [Amplitude API](https://amplitude.com/docs/apis)
\n\n\n## Skill Output:
\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration guidance, API calls]
\n**Output Format:** [Markdown guidance with inline shell commands and ClawLink tool-call instructions]
\n**Output Parameters:** [1D]
\n**Other Properties Related to Output:** [Tool availability depends on the connected Amplitude account, granted permissions, scopes, and current ClawLink catalog.]
\n\n## Skill Version(s):
\n0.1.0 (source: server release evidence)
\n\n## Ethical Considerations:
\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
","readmeExcerpt":"Skill: Amplitude Owner: hith3sh Summary: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event... Tags: clawlink:0.1.0, integration:0.1.0, latest:1.0.5 Version history: v1.0.5 | 2026-06-09T07:03:32.987Z | user Add UTM attribution tags (utm_source=clawhub) to ClawLink branding links so visits from this skill page ar","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘"},{"language":"bash","snippet":"openclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart"},{"language":"bash","snippet":"# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integration amplitude"},{"language":"bash","snippet":"clawlink_list_integrations"},{"language":"bash","snippet":"clawlink_list_tools --integration amplitude"},{"language":"text","snippet":"┌─────────────────────────────────────────────────────────────┐\n│ READ OPERATIONS (Safe) │\n│ list → get → search → describe → call │\n│ │\n│ Example: List events → Get segmentation → Show results │\n└─────────────────────────────────────────────────────────────┘\n │\n ▼\n┌─────────────────────────────────────────────────────────────┐\n│ WRITE OPERATIONS (Require Confirmation) │\n│ list → get → describe → preview → confirm → call │\n│ │\n│ Example: Describe tool → Preview changes → User approves │\n│ → Execute update │\n└─────────────────────────────────────────────────────────────┘"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: amplitude-analytics\ndescription: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event analytics, manage cohorts, track releases, or analyze user behavior data.\n---\n\n# Amplitude\n\n\n\nAccess Amplitude via the Analytics API with managed API key authentication. Analyze product events, cohorts, releases, dashboards, and experiment data from chat.\n\nThis skill uses [ClawLink](https://claw-link.dev/?utm_source=clawhub&utm_medium=referral&utm_content=amplitude-analytics) for hosted connection flows and credentials so you do not need to configure Amplitude API access yourself.\n\n### Setup in 3 Steps\n\n| Step 1: Install | Step 2: Pair Account | Step 3: Connect Amplitude |\n|:---:|:---:|:---:|\n|  |  | *App-specific connection GIF coming soon* |\n| Run the install command in OpenClaw | Sign in and approve the device | Open the dashboard and connect Amplitude |\n\n## How It Works\n\n```\n┌─────────────────┐ ┌──────────────┐ ┌──────────────────┐\n│ OpenClaw │────▶│ ClawLink │────▶│ Amplitude │\n│ (User Chat) │ │ (API Key) │ │ Analytics API │\n└─────────────────┘ └──────────────┘ └──────────────────┘\n │ │ │\n │ 1. Install Plugin │ │\n │ 2. Pair Device │ │\n │ 3. Connect Amplitude │ │\n │ │ 4. Secure Proxy │\n │ │ 5. API Requests │\n │ │ │\n ▼ ▼ ▼\n ┌──────────┐ ┌──────────┐ ┌──────────┐\n │ SKILL │ │ Dashboard│ │ Amplitude│\n │ File │ │ Auth │ │ Dashboard│\n └──────────┘ └──────────┘ └──────────┘\n```\n\n## Install\n\nInstall the verified ClawLink plugin from ClawHub. After the user confirms, complete the full setup so ClawLink tools are visible in the next OpenClaw chat.\n\n```bash\nopenclaw plugins install clawhub:clawlink-plugin\nopenclaw config set tools.alsoAllow '[\"clawlink-plugin\"]' --strict-json\nopenclaw gateway restart\n```\n\nThen tell the user: \"OpenClaw has been restarted. Send `/new` as a standalone message to start a fresh chat, then ask for Amplitude again.\"\n\n## Quick Start\n\n```bash\n# List integrations\nclawlink_list_integrations\n\n# List Amplitude tools\nclawlink_list_tools --integration amplitude\n\n# Search for a specific tool\nclawlink_search_tools --query \"event\" --integr"},{"path":"_meta.json","content":"{\n \"ownerId\": \"kn713pxvayh8fjhb503zjb8yxh815j54\",\n \"slug\": \"amplitude-analytics\",\n \"version\": \"1.0.5\",\n \"publishedAt\": 1780988612987\n}"},{"path":"skill-card.md","content":"## Description:\n\nAnalyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[hith3sh](https://clawhub.ai/user/hith3sh)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers, product teams, and analytics operators use this skill to query Amplitude event analytics, cohorts, retention, funnels, releases, dashboards, and experiment insights from an agent workflow.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill relies on a third-party ClawLink plugin that stores and injects Amplitude API credentials.\n\nMitigation: Verify the ClawLink plugin publisher and version before installation, use a dedicated least-privilege Amplitude credential, and revoke the credential when the integration is no longer needed.\n\nRisk: Amplitude write and delete actions can alter analytics state, including irreversible GDPR/CCPA deletion requests, user mapping, cohort changes, releases, and annotations.\n\nMitigation: Keep write and delete actions opt-in, preview changes first, and require explicit user confirmation for the target resource and intended effect.\n\nRisk: Analytics queries and cohort downloads may expose product usage data or large datasets from the connected Amplitude project.\n\nMitigation: Scope access to the intended project, prefer filtered or paginated queries, and avoid sharing returned data outside approved workflows.\n\n## Reference(s):\n\n- [Amplitude Analytics API](https://amplitude.com/docs/apis)\n- [Amplitude API Reference](https://developers.amplitude.com/)\n- [ClawLink Docs](https://docs.claw-link.dev/openclaw)\n- [ClawLink Verification](https://claw-link.dev/verify)\n- [ClawHub Skill Page](https://clawhub.ai/hith3sh/skills/amplitude-analytics)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance, API calls]\n\n**Output Format:** [Markdown with inline shell commands and structured API call parameters]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include live Amplitude query results, tool previews, error guidance, and confirmation prompts for write or delete operations.]\n\n## Skill Version(s):\n\n1.0.5 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event... Skill: Amplitude Owner: hith3sh Summary: Analyze product events, cohorts, releases, dashboards, and experiment insights via the Amplitude Analytics API. Use this skill when users want to query event... 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