understand-anything
claudeAI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Plan, verify, and challenge analytics with governed, multi-source context and interview-built ground truth.
Plugin nodal-analytics from marketplace nodal in nodal-data/nodal-context. Commands read from the repo's manifest — 9 days ago.
analyst-handoffCapture analytics knowledge from an analyst who is changing roles, leaving, or transferring domain ownership, producing governed ACF context and eval seeds through context-interview. Use only for an intentional knowledge-transfer or analyst-transition request.
analytics-planPlan and answer business analytics questions against read-only data, grounding interpretations in available ACF, KTX, dbt, documentation, and warehouse evidence. Use for metrics, reports, trends, comparisons, or warehouse questions. Do not use to author context, modify data, or write dbt models.
challenge-resultChallenge a completed analytics answer when the user disputes it or requests a second opinion, testing alternative interpretations and failure hypotheses before upholding it, escalating uncertainty, or handing a correction to analytics-plan. Do not use for routine first-pass verification.
context-interviewInterview an analyst to build or improve an ACF analytics-context repo, including metrics, entities, caveats, eval seeds, and a five-question test drive. Use for context-layer creation or correction. Do not use for dbt code or continuous eval-harness operation.
dashboard-verifyVerify answers against a named BI dashboard in the user's local browser, capturing widget values and active filters with extraction tiers. Use for dashboard checks and context-interview Stage 5. Not for general browsing, credentials, or warehouse queries.
setup-nodalConfigure Nodal's project-local warehouse, context sources, and optional browser bindings. Use only when the user explicitly asks to set up, configure, reconnect, or diagnose Nodal. Do not invoke for ordinary interviews or analytics questions.
verify-resultReview analytics SQL and results against an approved plan for metric, filter, grain, join, and time fidelity, then assess plausibility and escalation needs. Use after analytics execution or when asked to audit a query/result. Do not use to define metrics or modify data.
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
Automates browser interactions for web testing, form filling, screenshots, and data extraction
12 skills
Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.
2 commands
Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.
10 skills · 2 commands · 3 agents
Long-term semantic memory for Claude Code, powered by OpenViking
5 skills · 1 command · 1 MCP server · hooks
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