{ "schemaVersion": "1.0", "item": { "slug": "aeo-prompt-frequency-analyzer", "name": "AEO Prompt Frequency Analyzer", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/psyduckler/aeo-prompt-frequency-analyzer", "canonicalUrl": "https://clawhub.ai/psyduckler/aeo-prompt-frequency-analyzer", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/aeo-prompt-frequency-analyzer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=aeo-prompt-frequency-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": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/aeo-prompt-frequency-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/aeo-prompt-frequency-analyzer", "agentPageUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer/agent", "manifestUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer/agent.json", "briefUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-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": "Prompt Frequency Analyzer", "body": "Run a prompt N times against Gemini with Google Search grounding enabled. Collect and report the frequency of search queries Gemini generates across all runs." }, { "title": "Usage", "body": "GEMINI_API_KEY=$(security find-generic-password -s \"nano-banana-pro\" -w) \\\n python3 scripts/analyze.py \"your prompt here\" [--runs 10] [--model gemini-2.5-pro] [--concurrency 5] [--output text|json]\n\nRun from the skill directory. Resolve scripts/analyze.py relative to this SKILL.md." }, { "title": "Options", "body": "--runs N — Number of times to run the prompt (default: 10)\n--model NAME — Gemini model to use (default: gemini-2.5-pro)\n--concurrency N — Max parallel API calls (default: 5; keep ≤5 to avoid rate limits)\n--output text|json — Output format (default: text)" }, { "title": "Output", "body": "Reports for each unique search query:\n\nFrequency percentage (how many runs used that query)\nRaw count\nTop web sources referenced" }, { "title": "Notes", "body": "Gemini API key must be in GEMINI_API_KEY env var (stored in macOS Keychain under nano-banana-pro)\nEach run is independent — Gemini may use different search queries each time\nRetries failed requests up to 3 times with exponential backoff\nUse --output json for programmatic consumption" } ], "body": "Prompt Frequency Analyzer\n\nRun a prompt N times against Gemini with Google Search grounding enabled. Collect and report the frequency of search queries Gemini generates across all runs.\n\nUsage\nGEMINI_API_KEY=$(security find-generic-password -s \"nano-banana-pro\" -w) \\\n python3 scripts/analyze.py \"your prompt here\" [--runs 10] [--model gemini-2.5-pro] [--concurrency 5] [--output text|json]\n\n\nRun from the skill directory. Resolve scripts/analyze.py relative to this SKILL.md.\n\nOptions\n--runs N — Number of times to run the prompt (default: 10)\n--model NAME — Gemini model to use (default: gemini-2.5-pro)\n--concurrency N — Max parallel API calls (default: 5; keep ≤5 to avoid rate limits)\n--output text|json — Output format (default: text)\nOutput\n\nReports for each unique search query:\n\nFrequency percentage (how many runs used that query)\nRaw count\nTop web sources referenced\nNotes\nGemini API key must be in GEMINI_API_KEY env var (stored in macOS Keychain under nano-banana-pro)\nEach run is independent — Gemini may use different search queries each time\nRetries failed requests up to 3 times with exponential backoff\nUse --output json for programmatic consumption" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/psyduckler/aeo-prompt-frequency-analyzer", "publisherUrl": "https://clawhub.ai/psyduckler/aeo-prompt-frequency-analyzer", "owner": "psyduckler", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer", "downloadUrl": "https://openagent3.xyz/downloads/aeo-prompt-frequency-analyzer", "agentUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer/agent", "manifestUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer/agent.json", "briefUrl": "https://openagent3.xyz/skills/aeo-prompt-frequency-analyzer/agent.md" } }