# Send Kagi Summarizer to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text 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. ``` ### Upgrade existing ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "kagi-summarizer", "name": "Kagi Summarizer", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/joelazar/kagi-summarizer", "canonicalUrl": "https://clawhub.ai/joelazar/kagi-summarizer", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/kagi-summarizer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=kagi-summarizer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "kagi-summarizer.sh", "SKILL.md", "main.go" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "kagi-summarizer", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-04T16:39:23.454Z", "expiresAt": "2026-05-11T16:39:23.454Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=kagi-summarizer", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=kagi-summarizer", "contentDisposition": "attachment; filename=\"kagi-summarizer-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "kagi-summarizer" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/kagi-summarizer" }, "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." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/kagi-summarizer", "downloadUrl": "https://openagent3.xyz/downloads/kagi-summarizer", "agentUrl": "https://openagent3.xyz/skills/kagi-summarizer/agent", "manifestUrl": "https://openagent3.xyz/skills/kagi-summarizer/agent.json", "briefUrl": "https://openagent3.xyz/skills/kagi-summarizer/agent.md" } } ``` ## Documentation ### Kagi Universal Summarizer Summarize any URL or block of text using Kagi's Universal Summarizer API. Handles articles, papers, PDFs, video transcripts, forum threads, and more. Supports multiple summarization engines and can translate output to 28 languages. This skill uses a Go binary for fast startup and zero runtime dependencies. The binary can be downloaded pre-built or compiled from source. ### Setup Requires a Kagi account with API access enabled. Uses the same KAGI_API_KEY as all other kagi-* skills. Create an account at https://kagi.com/signup Navigate to Settings → Advanced → API portal: https://kagi.com/settings/api Generate an API Token Add funds at: https://kagi.com/settings/billing_api Add to your shell profile (~/.profile or ~/.zprofile): export KAGI_API_KEY="your-api-key-here" Install the binary — see Installation below ### Pricing Token-based, billed per 1,000 tokens processed. Cached requests are free. PlanPrice per 1k tokensStandard (Cecil / Agnes)$0.030Kagi Ultimate subscribers$0.025 (automatically applied)Muriel (enterprise-grade)higher — check API pricing page ### Usage # Summarize a URL {baseDir}/kagi-summarizer.sh https://example.com/article # Summarize raw text {baseDir}/kagi-summarizer.sh --text "Paste your article text here..." # Pipe text from stdin cat paper.txt | {baseDir}/kagi-summarizer echo "Long text..." | {baseDir}/kagi-summarizer.sh --type takeaway # Choose engine {baseDir}/kagi-summarizer.sh https://arxiv.org/abs/1706.03762 --engine muriel # Get bullet-point takeaways instead of prose {baseDir}/kagi-summarizer.sh https://example.com/article --type takeaway # Translate summary to another language {baseDir}/kagi-summarizer.sh https://example.com/article --lang DE {baseDir}/kagi-summarizer.sh https://example.com/article --lang JA # JSON output {baseDir}/kagi-summarizer.sh https://example.com/article --json # Combined options {baseDir}/kagi-summarizer.sh https://arxiv.org/abs/1706.03762 --engine muriel --type takeaway --lang EN --json ### Options FlagDescription--text Summarize raw text instead of a URL--engine Summarization engine (see below, default: cecil)--type Output type: summary (prose) or takeaway (bullets)--lang Translate output to a language code (e.g. EN, DE, FR, JA)--jsonEmit JSON output--no-cacheBypass cached responses--timeout HTTP timeout in seconds (default: 120) ### Engines EngineDescriptioncecilFriendly, descriptive, fast summary (default)agnesFormal, technical, analytical summarymurielBest-in-class, enterprise-grade model — highest quality, slower ### Language Codes Common codes: EN English · DE German · FR French · ES Spanish · IT Italian · PT Portuguese · JA Japanese · KO Korean · ZH Chinese (simplified) · ZH-HANT Chinese (traditional) · RU Russian · AR Arabic Full list: BG CS DA DE EL EN ES ET FI FR HU ID IT JA KO LT LV NB NL PL PT RO RU SK SL SV TR UK ZH ZH-HANT If no language is specified, the output language follows the document's own language. ### Default (text) Prints the summary to stdout. Token usage and API balance are printed to stderr: The paper "Attention Is All You Need" introduces the Transformer architecture, a novel approach to sequence transduction tasks that relies entirely on attention mechanisms, dispensing with recurrence and convolutions... [API Balance: $9.9800 | tokens: 1243] ### JSON (--json) { "input": "https://arxiv.org/abs/1706.03762", "output": "The paper introduces the Transformer...", "tokens": 1243, "engine": "muriel", "type": "takeaway", "meta": { "id": "abc123", "node": "us-east", "ms": 4821, "api_balance": 9.98 } } ### When to Use Use kagi-summarizer when you have a URL or document and need a concise summary without reading it yourself Use --type takeaway for structured bullet points — ideal for research papers, long articles, or meeting notes Use --engine muriel when quality matters most (longer documents, academic papers, technical reports) Use --lang when you need the summary in a language different from the source Use kagi-fastgpt instead when you have a question that requires synthesizing information from multiple sources via live web search Use kagi-search instead when you need raw search results to scan or compare ### Option A — Download pre-built binary (no Go required) OS=$(uname -s | tr '[:upper:]' '[:lower:]') ARCH=$(uname -m) case "$ARCH" in x86_64) ARCH="amd64" ;; aarch64|arm64) ARCH="arm64" ;; esac TAG=$(curl -fsSL "https://api.github.com/repos/joelazar/kagi-skills/releases/latest" | grep '"tag_name"' | cut -d'"' -f4) BINARY="kagi-summarizer_${TAG}_${OS}_${ARCH}" mkdir -p {baseDir}/.bin curl -fsSL "https://github.com/joelazar/kagi-skills/releases/download/${TAG}/${BINARY}" \\ -o {baseDir}/.bin/kagi-summarizer chmod +x {baseDir}/.bin/kagi-summarizer # Verify checksum (recommended) curl -fsSL "https://github.com/joelazar/kagi-skills/releases/download/${TAG}/checksums.txt" | \\ grep "${BINARY}" | sha256sum --check Pre-built binaries are available for Linux and macOS (amd64 + arm64) and Windows (amd64). ### Option B — Build from source (requires Go 1.26+) cd {baseDir} && go build -o .bin/kagi-summarizer . Alternatively, just run {baseDir}/kagi-summarizer.sh directly — the wrapper auto-builds on first run if Go is available. The binary has no external dependencies — only the Go standard library. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: joelazar - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-04T16:39:23.454Z - Expires at: 2026-05-11T16:39:23.454Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/kagi-summarizer) - [Send to Agent page](https://openagent3.xyz/skills/kagi-summarizer/agent) - [JSON manifest](https://openagent3.xyz/skills/kagi-summarizer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/kagi-summarizer/agent.md) - [Download page](https://openagent3.xyz/downloads/kagi-summarizer)