plan-orchestrator
Route hierarchical-planning intents to the correct backing script. Use when the user invokes /aura-frog:plan (with or without subcommand), mentions plan verbs (expand/next/replan/promote/archive/freeze/thaw/undo/status/conflicts), or types a plan-vocabulary bare word with .claude/plans/active.json present. Owns verb table, intent classifier, and 3-stage routing pipeline.
markdown-fetch
Get URLs, PDFs and YouTube Videos as Markdown. Use to save tokens when reading websites (headings, lists, tables, links), YouTube URLs (transcripts) and PDFs (including stdin with -x or -m hints). If `markitdown` fails, fall back to `curl r.jina.ai/URL` or `defuddle.md/URL`.
bdd
Go BDD testing with Ginkgo and Gomega. Covers BDD-style tests, table-driven tests with DescribeTable, matchers, async testing with Eventually/Consistently, test organization, and integration testing. Use when writing tests in projects that use Ginkgo/Gomega instead of stdlib testing.
transform
Use this to author and change a dbt project: bootstrap a new dbt project in a repo that has none (`transform init`), write or refactor dbt model SQL from staging to marts, add tests and docs in schema.yml, manage dependencies, and define or update the semantic layer (dbt semantic models / MetricFlow: entities, dimensions, measures, metrics). Trigger it for requests like "set up a dbt project in this repo", "build a staging model for this table", "refactor this model", "add tests to this model", "create a mart for X", "define a revenue metric", or "add a dimension to this entity". Every change is a reviewable diff to the dbt project; any warehouse build is dev-target only, gated, and cost-surfaced first. Do not use it to explore or profile a warehouse (use explore) or to detect drift and reconcile a project that has fallen out of sync (use maintain).
board-scanner
Board scanning and dispatch procedure for GitHub Projects v2. Scans the project board for mgr:* statuses and dispatches work to the executor hat via priority table. Auto-injected into coordinator prompts.
doc-cleaner
Convert PDF, DOCX, XLSX, and text files to clean, structured Markdown. CJK-friendly, table-friendly, privacy-first.
ecto-thinking
This skill should be used when the user asks to "add a database table", "create a new context", "query the database", "add a field to a schema", "validate form input", "fix N+1 queries", "preload this association", "separate these concerns", or mentions Repo, changesets, migrations, Ecto.Multi, has_many, belongs_to, transactions, query composition, or how contexts should talk to each other.
Miro
Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.
haiku-pilot
Haiku-first execution playbook: through deliberate prompt structure, sub-agent delegation, and quantitative escalation gates, get Haiku 4.5 to produce near-Opus quality on most tasks. Escalate to Sonnet/Opus only when gates trigger. Triggers: "haiku", "Haiku", "Haiku mode", "haiku-pilot". Do NOT use for: cost-only token optimization, file-count cognitive heuristic, agent dispatch table, CLAUDE.md / rules audit, harness health check. This SKILL is a runtime router + escalation gate, not a decision tree or directory.
/add-clidash â CLI-derived read-only dashboard
clidash is a small, read-only web dashboard. You point it at any CLI that can list resources as JSON (NanoClaw's `ncl`, `docker`, `kubectl`, â¦) and it builds the dashboard at runtime: one tab per resource, a generic table over whatever columns the rows have. A new `ncl` resource becomes a new tab
nlm-cli-skill
Expert guide for the NotebookLM CLI (`nlm`) - a command-line interface for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebooklm", "notebook lm", "podcast generation", "audio overview", or any NotebookLM-related automation task.
Database Connection
Connect to local or staging PostgreSQL database. Use when you need to inspect tables, run queries, check migration status, or debug database issues.
Io.Github.Vish288/Mcp Coda
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
design-compare
Compare Figma designs against implementation screenshots, identifying layout, typography, color, and sizing discrepancies. Generates a structured visual review table and an interactive HTML comparison page with swipe and side-by-side modes. Use when the user asks to compare design with preview, compare Figma with screenshot, check design implementation, or provides a Figma URL alongside a screenshot.
breadboarding
Transform a workflow description into affordance tables showing UI and Code affordances with their wiring. Use to map existing systems or design new ones from shaped parts.
Data Table Filters
A shadcn registry for building filterable, sortable data tables with infinite scroll and virtualization. Start with the core block, then extend with optional blocks for command palette, cell renderers, sheet panels, store adapters, schema generation, Drizzle ORM helpers, and React Query integration.
guide-maintenance
Maintain the OpenVMM Guide and its code-sync mapping. Load when: (1) adding, removing, or moving Guide pages, (2) adding new device crates or CLI args that need doc coverage, (3) updating the doc-code-sync mapping table, or (4) auditing Guide freshness against code changes.
query-writing
For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations
fill-template
Use when the user wants to "fill in this letter for each person", "mail merge", "generate letters for this list", "turn this filled letter into a template", or hands over a template plus a list. Bulk-fills ONE master template â a Word (.docx) letter/form or an Excel (.xlsx) form â from a data table, one filled file per row (mail-merge); or the reverse: extract a reusable tokenised .docx template + data-table skeleton from a filled example document, confirm the mapping, then fill. Reads the master, proposes a TOKENISED version (varying parts become {{tokens}}), confirms the mapping, then regenerates one output per data row, preserving the master's layout exactly. Data is an .xlsx or .csv (one row per output); outputs are one named file per record. Never invents: a token with no data is a VISIBLE flag, never a silent blank. Runs fully local and generates files only â it does not send, post or sign. Extract is .docx only this round (not .xlsx). Not a substitute for a hand-crafted single letter.
amortized-algorithms
Use when analyzing sequences of data-structure operations with aggregate analysis, accounting credits, potential functions, binary counters, multipop stacks, dynamic tables, resizing policies, or amortized versus average-case reasoning
shadcn-designer
Guide for building UIs with shadcn/ui components. Use when (1) creating or styling React components, (2) working with UI elements like buttons, inputs, selects, checkboxes, dialogs, sheets, popovers, tooltips, cards, tables, tabs, accordions, menus, dropdowns, badges, alerts, toasts, forms, calendars, carousels, sidebars, or any other UI component, (3) user mentions "shadcn", "ui components", or asks about component usage, (4) editing files in components/ui directory.
Airtable
Access and manage your Airtable bases, tables, and records seamlessly
n8n MCP Server
The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.
glmocr
Extract text from images using GLM-OCR API. Supports images and PDFs with high accuracy OCR, table recognition, formula extraction, and handwriting recognition. Use this skill whenever the user wants to extract text from images, perform OCR on pictures, scan documents, convert images to text, or process any image files to get their textual content.
Scb Mcp
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data
Airtable
Read and write access to Airtable database schemas, tables, and records.
writing-test-code
Guidelines for writing BDD-style test code using Ginkgo/Gomega framework in Go. Use when writing tests for Kubernetes operators, controllers, or Go services. Focuses on behavior-driven development with Given-When-Then patterns and table-driven tests.
visualize
Create beautiful, self-contained HTML visualizations from any content or idea. Use for: slide decks, presentations, infographics, dashboards, flowcharts, diagrams, timelines, comparison tables, data visualizations, landing pages, one-pagers, org charts, mind maps, process flows, kanban boards, report summaries, or any visual that helps humans digest information faster. Trigger on requests like "visualize this," "make a deck," "create a slide," "build an infographic," "show me a dashboard," "make this visual," or any request to present information in a visual HTML format.
backend-ui-design
Design and implement consistent, production-grade backend/backoffice interfaces using the @open-mercato/ui component library. Use this skill when building admin pages, CRUD interfaces, data tables, forms, detail pages, or any backoffice UI components. Ensures visual consistency and UX patterns across all application modules.
Visuals Mcp
MCP server for interactive visualizations: tables, images, trees, lists, master-detail
publish-release
Drive cutting a new testagent release end-to-end: analyze the surface diff against the bump table in RELEASING.md, propose a version, draft three-bucket release notes, tag, watch CI, then publish curated notes.
notebooklm-research
Full-autopilot AI research agent powered by Google NotebookLM (notebooklm-py v0.3.4). Ingests sources (URL, text, PDF, DOCX, YouTube, Google Drive), runs deep web research, asks cited questions, and generates 10 native artifact types (audio podcast, video, cinematic video, slide deck, report, quiz, flashcards, mind map, infographic, data table, study guide). Produces original content drafts via Claude, with optional publishing to social platforms via threads-viral-agent integration. Use this skill when the user mentions: NotebookLM, research with sources, create notebook, generate podcast from articles, turn research into content, trending topic research, research pipeline, source-based analysis, cited research answers, generate slides, generate quiz, make flashcards, deep web research, create infographic, compare sources, research report, study guide, source analysis, or knowledge synthesis.
historic_sql_patterns
Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.
design-postgis-tables
Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications
better-plan-mode
Enhanced planning mode that presents decision points as rich HTML documents with visual previews, comparison tables, and recommendations. Tracks all decisions in a browsable history with a landing page. Use for planning new projects or major features.
unbuilt
Detect the full technology stack of any website by URL. Returns framework, UI library, bundler, state management, styling, tables, animations, forms, API patterns, monitoring, analytics, and more. Use when a user asks to analyze a website's tech stack, build something similar to an existing app, or understand what technologies a site uses.
Presenter Reference
Generate self-contained HTML files for technical diagrams, visualizations, and data tables. Use `spel open` to preview and `spel screenshot` to capture evidence.
manifest-status
Show current Manifest plugin configuration as a diagnostic table. Use when the user says "/manifest-status", "manifest status", "show manifest config", "manifest settings", "is manifest installed", "check manifest plugin", or wants to see the current state of the Manifest OpenClaw plugin configuration. Outputs a table and nothing else.
spreadsheet-management
This skill should be used when the user asks about Google Sheets, spreadsheets, cells, rows, columns, charts, or data tables. Activates for reading, writing, formatting, or analyzing spreadsheet data.
ServiceNow MCP Server
19 tools + 5 resources for ServiceNow: CMDB, update sets, tables. OAuth 2.1, Tokyo+.
Lemmafit Audits
Run both audits below in order. Report findings in a structured table. Iterate with the lemmafit-proofs skill (Step 4) until only minor findings remain.
accessibility-patterns
Web Accessibility (WCAG 2.2): key success criteria (contrast, keyboard, focus, ARIA), ARIA patterns (aria-label/labelledby/describedby, roles, live regions, state attributes), keyboard navigation (focus trap, skip links, roving tabindex), screen reader testing (NVDA/VoiceOver/TalkBack), automated testing (axe-core, axe-playwright, jest-axe), and accessible component patterns (modals, tables, forms, data visualizations).
nlm-skill
Expert guide for the NotebookLM CLI (`nlm`) and MCP server - interfaces for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebooklm", "notebook lm", "podcast generation", "audio overview", or any NotebookLM-related automation task.
Visual Explainer
Generate self-contained HTML files for technical diagrams, visualizations, and data tables. Always open the result in the browser. Never fall back to ASCII art when this skill is loaded.
Add a benchmark scenario
`internal/bench/` is remindb's external-facing benchmark â it compares "how many tokens does an agent consume to do X via remindb tools" against "how many would they consume doing X with `grep` / `cat` / `find`". The output is a token-savings table rendered via `text/tabwriter`. It's invoked from
research-writing
Formulates, drafts, restructures, audits, and revises evidence-grounded English research papers without inventing results or citations. Use when turning experiments, figures, tables, notes, sources, or manuscripts into paper claims, outlines, abstracts, Methods, Results, Discussion, limitations, full drafts, or scientifically faithful revisions, including requests to remove generic AI-sounding prose.
FO Semantic MCP
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.
Tablestakes
Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.
37signals-way
Build lean, opinionated products using the 37signals philosophy from Getting Real, Rework, and Shape Up. Use when the user mentions "Getting Real", "Rework", "Shape Up", "37signals", "Basecamp method", "six-week cycles", "fixed time variable scope", "appetite vs estimates", "betting table", "breadboarding", "fat marker sketch", "build less", "underdo the competition", or "opinionated software". Also trigger when cutting scope to ship faster, running small teams, avoiding long-term roadmaps, or eliminating meetings. Covers shaping, betting, building, and the art of saying no. For MVP validation, see lean-startup. For design sprints, see design-sprint.
Artifact Resurfacing
Open the drift on the table. Surface the buried artifacts â stale citations, missing referenced files, orphan plans, cross-scope memory entries pointing at paths that moved. Polish them in proposal form. Codify the lesson so the next session does not have to re-discover the same drift.