[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-nvidia-workflow-planning":3,"mdc-ot09t8-key":34,"related-org-nvidia-workflow-planning":2445,"related-repo-nvidia-workflow-planning":2605},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"workflow-planning","plan quantum calibration workflows","Plan a new calibration workflow by discussing experiment sequences, success\u002Ffailure criteria, and extracted parameters with the user before any files are created. Use when the user asks to plan, design, or create a new calibration sequence, or to build a multi-step workflow for a qubit or device. Requires explicit user confirmation before writing workflow files.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"nvidia","NVIDIA","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fnvidia.png",[12,16,17,20],{"name":13,"slug":14,"type":15},"Planning","planning","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Quantum Computing","quantum-computing",{"name":21,"slug":22,"type":15},"Workflow Automation","workflow-automation",57,"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FQuantum-Calibration-Agent-Blueprint","2026-07-14T05:32:39.734157",null,17,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"This is a reference agent blueprint for AI-powered quantum device calibration. It provides an intelligent agent interface for discovering, executing, and analyzing quantum calibration experiments with support for automated workflows and vision-based analysis.","https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FQuantum-Calibration-Agent-Blueprint\u002Ftree\u002FHEAD\u002Fdata\u002Fknowledge\u002Fskills\u002Fworkflow-planning","---\nname: workflow-planning\ndescription: Plan a new calibration workflow by discussing experiment sequences, success\u002Ffailure criteria, and extracted parameters with the user before any files are created. Use when the user asks to plan, design, or create a new calibration sequence, or to build a multi-step workflow for a qubit or device. Requires explicit user confirmation before writing workflow files.\n---\n\n# Workflow Planning\n\nCreate calibration workflows through discussion with the user. A workflow defines a sequence of operations with dependencies.\n\n## Before Planning\n\n**Always check memory first:**\n1. Read `memory\u002Fworkflow-preferences.md` if it exists\n2. Look for past conventions, preferred experiment sequences, success criteria patterns\n3. Apply any user preferences to your proposal\n\n## Planning Process\n\n### Step 1: Understand the Goal\n\nAsk the user:\n- What is the calibration objective?\n- Which qubits\u002Ftargets are involved?\n- Any specific constraints or requirements?\n\n### Step 2: Propose the Sequence\n\nBased on the goal, propose a sequence of nodes. For each node, discuss:\n\n1. **Experiment type** - Which experiment to run\n2. **Success criteria** - How to know it worked\n3. **Failure criteria** - How to know it failed\n4. **What to extract** - Parameters to carry forward\n\nExample discussion:\n```\nFor Node 1 (Resonator Spectroscopy), I suggest:\n- Success: Clear dip with depth > 3 dB\n- Failure: No dip visible or multiple dips\n- Extract: resonator_frequency\n\nDoes this match your expectations? Any adjustments?\n```\n\n### Step 3: Wait for Confirmation\n\n**Do NOT create the workflow until the user confirms.**\n\nWait for explicit confirmation like:\n- \"go ahead\"\n- \"create it\"\n- \"looks good, proceed\"\n- \"confirmed\"\n\nIf the user says \"don't ask, just do it\" for future workflows, note this in memory.\n\n### Step 4: Remember Corrections\n\nIf the user corrects your decisions:\n1. Apply the correction to the current workflow\n2. **Update memory** with the preference for future workflows\n\nExample corrections to remember:\n- \"Always use SNR > 10, not SNR > 5\"\n- \"For T1 measurements, extract t1_time in microseconds\"\n- \"Start resonator sweeps at 5.5 GHz for this device\"\n\nWrite to `memory\u002Fworkflow-preferences.md`:\n```markdown\n## Success Criteria Preferences\n- Resonator spectroscopy: depth > 3 dB, SNR > 10\n- Qubit spectroscopy: SNR > 10 (not 5)\n\n## Parameter Conventions\n- T1 times in microseconds\n- Frequencies in GHz\n\n## Device-Specific\n- Resonator range: 5.5 - 6.5 GHz\n```\n\n## Creating the Workflow\n\nAfter confirmation, create the workflow files.\n\n### Storage Structure\n\n```\ndata\u002Fworkflows\u002F\n└── {workflow_id}\u002F\n    ├── workflow.json      # DAG structure\n    └── plan.md            # Detailed planning document\n```\n\n### Step 1: Create Folder\n\n```bash\nmkdir -p data\u002Fworkflows\u002F{workflow_id}\n```\n\nUse a descriptive ID like `calibrate_q0_20240315`.\n\n**IMPORTANT: Always use relative paths** when creating workflow files. Use `data\u002Fworkflows\u002F{workflow_id}\u002Fworkflow.json`, NOT absolute paths like `\u002Fhome\u002F...\u002Fdata\u002Fworkflows\u002F...`. Absolute paths will fail due to virtual filesystem mode.\n\n### Step 2: Write workflow.json\n\n```json\n{\n  \"id\": \"calibrate_q0\",\n  \"name\": \"Calibrate Qubit Q0\",\n  \"objective\": \"Full calibration sequence for Q0\",\n  \"status\": \"created\",\n  \"nodes\": [\n    {\n      \"id\": \"node_1\",\n      \"name\": \"Resonator Spectroscopy\",\n      \"dependencies\": []\n    },\n    {\n      \"id\": \"node_2\",\n      \"name\": \"Qubit Spectroscopy\",\n      \"dependencies\": [\"node_1\"]\n    }\n  ]\n}\n```\n\n**Required fields:**\n- `id`: Must match folder name\n- `name`: Human-readable name\n- `nodes`: Array with `id`, `name`, `dependencies`\n\n**Status values:** `created`, `running`, `completed`, `failed`\n\n### Step 3: Write plan.md\n\nInclude all discussed details:\n\n```markdown\n# Calibration Plan: Calibrate Qubit Q0\n\n## Objective\nFull calibration sequence for qubit Q0.\n\n## Node 1: Resonator Spectroscopy\n\n**Experiment type**: ResonatorSpectroscopy\n\n**Parameters**:\n- Start frequency: 5.5 GHz\n- Stop frequency: 6.5 GHz\n- Number of points: 101\n\n**Success criteria**:\n- Clear dip visible\n- Depth > 3 dB\n- SNR > 10\n\n**Failure criteria**:\n- No dip visible\n- Multiple dips (mode crossing)\n\n**Extract**: `resonator_frequency`\n\n---\n\n## Node 2: Qubit Spectroscopy\n\n**Experiment type**: QubitSpectroscopyFrequency\n\n**Parameters**:\n- Center: Use expected qubit frequency\n- Span: 200 MHz\n\n**Success criteria**:\n- Single clear peak\n- SNR > 10\n\n**Failure criteria**:\n- No peak visible\n- Multiple peaks\n\n**Extract**: `qubit_frequency`\n```\n\n### Step 4: Validate (REQUIRED)\n\n**You MUST call validate after creating the workflow files:**\n\n```python\nworkflow(action=\"validate\", workflow_id=\"calibrate_q0\")\n```\n\nThe validation returns detailed checks:\n- `valid`: Whether the workflow is valid\n- `checks`: List of individual validation checks with pass\u002Ffail status\n- `errors`: Critical issues that must be fixed\n- `warnings`: Non-critical issues to consider\n- `workflow_info`: Summary of the workflow\n\n**If validation fails:**\n1. Review the `errors` list\n2. Fix each error in workflow.json\n3. Re-run validate until `valid: true`\n\n**Do NOT consider the workflow creation complete until validation passes.**\n\n## Dependencies\n\nNodes execute in dependency order:\n\n```\nnode_1 ──→ node_2 ──→ node_3\n              │\n              └──→ node_4\n```\n\nIn JSON:\n```json\n{\n  \"nodes\": [\n    {\"id\": \"node_1\", \"name\": \"First\", \"dependencies\": []},\n    {\"id\": \"node_2\", \"name\": \"Second\", \"dependencies\": [\"node_1\"]},\n    {\"id\": \"node_3\", \"name\": \"Third A\", \"dependencies\": [\"node_2\"]},\n    {\"id\": \"node_4\", \"name\": \"Third B\", \"dependencies\": [\"node_2\"]}\n  ]\n}\n```\n\n## Listing Workflows\n\n```python\nworkflow(action=\"list\")\n```\n\n## Modifying a Workflow\n\n1. Read the current `workflow.json`\n2. Edit using the Edit tool\n3. **Re-validate (REQUIRED):**\n   ```python\n   workflow(action=\"validate\", workflow_id=\"your_workflow_id\")\n   ```\n4. Fix any errors and re-validate until `valid: true`\n\n**You MUST validate after ANY modification to workflow.json.**\n",{"data":35,"body":36},{"name":4,"description":6},{"type":37,"children":38},"root",[39,47,53,60,69,98,104,111,116,135,141,146,189,194,206,212,220,225,248,253,259,264,282,287,305,317,455,461,466,472,481,487,515,528,554,560,1020,1028,1079,1115,1121,1126,1716,1722,1730,1746,1751,1809,1817,1848,1856,1861,1866,1875,1880,2354,2360,2374,2380,2431,2439],{"type":40,"tag":41,"props":42,"children":43},"element","h1",{"id":4},[44],{"type":45,"value":46},"text","Workflow Planning",{"type":40,"tag":48,"props":49,"children":50},"p",{},[51],{"type":45,"value":52},"Create calibration workflows through discussion with the user. 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Any adjustments?\n",[201],{"type":40,"tag":80,"props":202,"children":204},{"__ignoreMap":203},"",[205],{"type":45,"value":199},{"type":40,"tag":105,"props":207,"children":209},{"id":208},"step-3-wait-for-confirmation",[210],{"type":45,"value":211},"Step 3: Wait for Confirmation",{"type":40,"tag":48,"props":213,"children":214},{},[215],{"type":40,"tag":64,"props":216,"children":217},{},[218],{"type":45,"value":219},"Do NOT create the workflow until the user confirms.",{"type":40,"tag":48,"props":221,"children":222},{},[223],{"type":45,"value":224},"Wait for explicit confirmation like:",{"type":40,"tag":117,"props":226,"children":227},{},[228,233,238,243],{"type":40,"tag":74,"props":229,"children":230},{},[231],{"type":45,"value":232},"\"go ahead\"",{"type":40,"tag":74,"props":234,"children":235},{},[236],{"type":45,"value":237},"\"create it\"",{"type":40,"tag":74,"props":239,"children":240},{},[241],{"type":45,"value":242},"\"looks good, proceed\"",{"type":40,"tag":74,"props":244,"children":245},{},[246],{"type":45,"value":247},"\"confirmed\"",{"type":40,"tag":48,"props":249,"children":250},{},[251],{"type":45,"value":252},"If the user says \"don't ask, just do it\" for future workflows, note this in memory.",{"type":40,"tag":105,"props":254,"children":256},{"id":255},"step-4-remember-corrections",[257],{"type":45,"value":258},"Step 4: Remember Corrections",{"type":40,"tag":48,"props":260,"children":261},{},[262],{"type":45,"value":263},"If the user corrects your decisions:",{"type":40,"tag":70,"props":265,"children":266},{},[267,272],{"type":40,"tag":74,"props":268,"children":269},{},[270],{"type":45,"value":271},"Apply the correction to the current workflow",{"type":40,"tag":74,"props":273,"children":274},{},[275,280],{"type":40,"tag":64,"props":276,"children":277},{},[278],{"type":45,"value":279},"Update memory",{"type":45,"value":281}," with the preference for future workflows",{"type":40,"tag":48,"props":283,"children":284},{},[285],{"type":45,"value":286},"Example corrections to remember:",{"type":40,"tag":117,"props":288,"children":289},{},[290,295,300],{"type":40,"tag":74,"props":291,"children":292},{},[293],{"type":45,"value":294},"\"Always use SNR > 10, not SNR > 5\"",{"type":40,"tag":74,"props":296,"children":297},{},[298],{"type":45,"value":299},"\"For T1 measurements, extract t1_time in microseconds\"",{"type":40,"tag":74,"props":301,"children":302},{},[303],{"type":45,"value":304},"\"Start resonator sweeps at 5.5 GHz for this device\"",{"type":40,"tag":48,"props":306,"children":307},{},[308,310,315],{"type":45,"value":309},"Write to ",{"type":40,"tag":80,"props":311,"children":313},{"className":312},[],[314],{"type":45,"value":85},{"type":45,"value":316},":",{"type":40,"tag":195,"props":318,"children":322},{"className":319,"code":320,"language":321,"meta":203,"style":203},"language-markdown shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","## Success Criteria Preferences\n- Resonator spectroscopy: depth > 3 dB, SNR > 10\n- Qubit spectroscopy: SNR > 10 (not 5)\n\n## Parameter Conventions\n- T1 times in microseconds\n- Frequencies in GHz\n\n## Device-Specific\n- Resonator range: 5.5 - 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Covers merge strategy, CI architecture, failure investigation, and known issues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2599,2602],{"name":2600,"slug":2601,"type":15},"Automation","automation",{"name":2489,"slug":2490,"type":15},"2026-07-30T05:29:03.275638",496,{"items":2606,"total":397},[2607,2620,2635,2649,2660,2667],{"slug":2608,"name":2608,"fn":2609,"description":2610,"org":2611,"tags":2612,"stars":23,"repoUrl":24,"updatedAt":2619},"analysis-scripts","analyze quantum experiment data","Write and run Python scripts to analyze quantum experiment data stored in HDF5 files. Use when the user asks to analyze experiment results, fit peaks or curves, extract features from measurement arrays, or when reusable analysis logic should be saved alongside an experiment for future reuse.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2613,2616,2617,2618],{"name":2614,"slug":2615,"type":15},"Data Analysis","data-analysis",{"name":9,"slug":8,"type":15},{"name":2478,"slug":1734,"type":15},{"name":18,"slug":19,"type":15},"2026-07-14T05:32:45.980229",{"slug":2621,"name":2621,"fn":2622,"description":2623,"org":2624,"tags":2625,"stars":23,"repoUrl":24,"updatedAt":2634},"experiment-execution","run quantum calibration experiments","Reference guide for running individual quantum calibration experiments and interpreting their results. Use when the user asks to run a single experiment (e.g. resonator spectroscopy, qubit spectroscopy, T1, T2), inspect experiment plots with the VLM, or query experiment history and schemas via the lab tool.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2626,2629,2630,2631],{"name":2627,"slug":2628,"type":15},"Benchmarking","benchmarking",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":2632,"slug":2633,"type":15},"Simulation","simulation","2026-07-14T05:32:41.013079",{"slug":2636,"name":2636,"fn":2637,"description":2638,"org":2639,"tags":2640,"stars":23,"repoUrl":24,"updatedAt":2648},"vlm-configuration","configure Vision Language Models","Configure the Vision Language Model (VLM) used for analyzing experiment plots. Use when the user asks to change the VLM provider or model, adjust temperature or max_tokens, enable or disable thinking mode, or troubleshoot VLM-related behavior in config.yaml.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2641,2644,2647],{"name":2642,"slug":2643,"type":15},"AI Infrastructure","ai-infrastructure",{"name":2645,"slug":2646,"type":15},"LLM","llm",{"name":9,"slug":8,"type":15},"2026-07-14T05:32:43.482864",{"slug":2650,"name":2650,"fn":2651,"description":2652,"org":2653,"tags":2654,"stars":23,"repoUrl":24,"updatedAt":2659},"workflow-execution","execute quantum calibration workflows","Execute a previously planned calibration workflow node by node, tracking progress and handling failures. Use when the user asks to run, resume, or continue an existing workflow, or to execute a sequence of calibration steps that has already been defined in data\u002Fworkflows\u002F.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2655,2656,2657,2658],{"name":2600,"slug":2601,"type":15},{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},{"name":21,"slug":22,"type":15},"2026-07-14T05:32:44.734587",{"slug":4,"name":4,"fn":5,"description":6,"org":2661,"tags":2662,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2663,2664,2665,2666],{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},{"name":18,"slug":19,"type":15},{"name":21,"slug":22,"type":15},{"slug":2668,"name":2668,"fn":2669,"description":2670,"org":2671,"tags":2672,"stars":23,"repoUrl":24,"updatedAt":2679},"writing-experiment-scripts","author quantum experiment scripts","Author new experiment scripts that are compatible with the lab system's auto-discovery. Use when the user asks to create a new experiment type, add a custom measurement, or write a Python script that should be discoverable via the `lab` and `run_experiment` tools. Covers required function signatures, type hints, docstrings, and return formats.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[2673,2676,2677,2678],{"name":2674,"slug":2675,"type":15},"Laboratory","laboratory",{"name":9,"slug":8,"type":15},{"name":2478,"slug":1734,"type":15},{"name":18,"slug":19,"type":15},"2026-07-14T05:32:42.253966"]