# Send Adaptivetest Skill 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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "adaptivetest-skill", "name": "Adaptivetest Skill", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/woodstocksoftware/adaptivetest-skill", "canonicalUrl": "https://clawhub.ai/woodstocksoftware/adaptivetest-skill", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/adaptivetest-skill", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=adaptivetest-skill", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "CHANGELOG.md", "CLAUDE.md", "README.md", "SKILL.md", "clawhub.json", "references/adaptive-testing.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "adaptivetest-skill", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-29T10:02:03.811Z", "expiresAt": "2026-05-06T10:02:03.811Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=adaptivetest-skill", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=adaptivetest-skill", "contentDisposition": "attachment; filename=\"adaptivetest-skill-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "adaptivetest-skill" }, "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/adaptivetest-skill" }, "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/adaptivetest-skill", "downloadUrl": "https://openagent3.xyz/downloads/adaptivetest-skill", "agentUrl": "https://openagent3.xyz/skills/adaptivetest-skill/agent", "manifestUrl": "https://openagent3.xyz/skills/adaptivetest-skill/agent.json", "briefUrl": "https://openagent3.xyz/skills/adaptivetest-skill/agent.md" } } ``` ## Documentation ### AdaptiveTest Production-grade adaptive testing API. Uses Item Response Theory (IRT 2PL/3PL) with Computerized Adaptive Testing (CAT) to deliver precise ability estimates in fewer questions. Includes AI-powered question generation and personalized learning recommendations. ### When to Use This Skill Use AdaptiveTest when the user needs to: Create or manage assessments and tests Run adaptive testing sessions that select questions based on student ability Generate assessment questions by topic, difficulty, or academic standard Get personalized learning recommendations for students Calibrate test items using IRT parameter estimation Manage students, classes, and enrollments Analyze test results and track student mastery ### Authentication All requests require the X-API-Key header: X-API-Key: ${ADAPTIVETEST_API_KEY} Base URL: https://adaptivetest-platform-production.up.railway.app/api ### 1. Create and Administer an Adaptive Test POST /tests -- Create a test (set cat_enabled: true) POST /tests/{id}/items -- Add items to the test POST /tests/{id}/sessions -- Start an adaptive session for a student GET /sessions/{id}/next-item -- Get the next CAT-selected item POST /sessions/{id}/responses -- Submit student response GET /sessions/{id}/results -- Get ability estimate and results The CAT engine selects items using maximum Fisher information. Ability is estimated after each response using IRT 2PL or 3PL models. Sessions terminate when the standard error drops below threshold or max items are reached. ### 2. Generate Questions with AI POST /gen-q -- Generate questions by topic, difficulty, and standard Request body: { "topic": "Quadratic equations", "difficulty": "medium", "count": 5, "standard": "CCSS.MATH.CONTENT.HSA.REI.B.4", "format": "multiple_choice" } Returns QTI 3.0-compatible items with stems, distractors, and rationales. Generation takes ~7 seconds. ### 3. Get Learning Recommendations POST /recs -- Get personalized learning recommendations for a student Request body: { "student_id": "student-uuid", "subject": "Mathematics", "include_resources": true } Returns a personalized learning plan based on the student's ability profile and assessment history. Generation takes ~25 seconds. ### 4. Calibrate Test Items POST /tests/{id}/calibrate -- Run IRT calibration on collected response data Requires sufficient response data (minimum 30 responses per item recommended). Returns IRT parameters: difficulty (b), discrimination (a), and guessing (c) for 3PL. ### 5. Manage Students and Classes POST /students -- Create a student GET /students -- List students POST /classes -- Create a class POST /classes/{id}/enroll -- Enroll students in a class OneRoster 1.2 compatible for SIS integration. ### 6. View Results and Analytics GET /sessions/{id}/results -- Detailed session results with ability estimate GET /students/{id}/history -- Assessment history for a student GET /tests/{id}/analytics -- Item-level analytics for a test ### Rate Limits Rate limits depend on your API key tier. Check X-RateLimit-Remaining header on each response. ### Error Handling All errors return JSON with a detail field: {"detail": "Human-readable error message"} Common status codes: 400 (validation), 401 (auth), 403 (limit exceeded), 404 (not found), 429 (rate limited). ### Reference Documentation For detailed endpoint specifications, request/response shapes, and IRT/CAT concepts, see the references/ directory: references/api-endpoints.md -- Full endpoint reference references/adaptive-testing.md -- IRT and CAT concepts references/calibration.md -- Item calibration guide ## Trust - Source: tencent - Verification: Indexed source record - Publisher: woodstocksoftware - Version: 1.0.1 ## 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: 2026-04-29T10:02:03.811Z - Expires at: 2026-05-06T10:02:03.811Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/adaptivetest-skill) - [Send to Agent page](https://openagent3.xyz/skills/adaptivetest-skill/agent) - [JSON manifest](https://openagent3.xyz/skills/adaptivetest-skill/agent.json) - [Markdown brief](https://openagent3.xyz/skills/adaptivetest-skill/agent.md) - [Download page](https://openagent3.xyz/downloads/adaptivetest-skill)