分析
分析、报表与可视化
building-streamlit-multipage-apps
streamlit
Building multi-page Streamlit apps. Use when creating apps with multiple pages, setting up navigation, or managing state across pages.
experiment-tracking-swanlab
majiayu000
Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML workflows.
histolab
K-Dense-AI
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.
understand-dashboard
Egonex-AI
Launch the interactive web dashboard to visualize a codebase's knowledge graph
geopandas
K-Dense-AI
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
attack-chaining-core
Sekolah76
Domain-neutral attack chain analysis — determine whether independently identified security primitives compose into a realistic, authorized, evidence-backed attack path with greater impact.
evidence-packager
Sekolah76
Assemble a reproducible, minimal, tamper-evident evidence bundle for a security finding, preserving provenance and separating observed facts from interpretation.
telegram-setup
vellum-ai
Connect a Telegram bot to the Vellum Assistant gateway with automated webhook registration and credential storage
video-report
remotion-dev
Generate a report about a video
wandb-reporting
marin-community
Publish W&B runs, reports, or artifacts only when explicitly requested or required for a requested experiment's dense numeric results.
scan-logs
marin-community
Use scripts/logscan.py only when explicitly requested to scan an oversized log or to perform Gemini-backed log analysis.
Dashboard Requirements
product-on-purpose
A curated collection of 24 best-practice, plug-and-play product management “agent skills” plus templates and workflow bundles for consistent, professional PM outputs.
qa-run
elie222
Run browser QA flows and write a JSON report
throughput
amirfish1
Use when the user asks to open/show the CCC throughput (token) dashboard, or asks how many tokens they've used — overall/so far, in the last 7 days, or for a specific session (e.g. "how many tokens is session ffbbeef8", "open throughput dashboard", "what's my token burn"). Answers token/cost questions from CCC's throughput API and links the page.
openalgo-chart-indicator
marketcalls
Add a built-in openalgo-charts indicator, restyle it, build a settings UI from its descriptor, or author a custom indicator with registerIndicator or the Tier-2 external-data contract. Use when the user asks to add RSI/MACD/Bollinger/Supertrend or any indicator, change indicator colors or periods, or write their own indicator.
sendgrid-webhooks
hookdeck
Receive and verify SendGrid webhooks. Use when setting up SendGrid webhook handlers, debugging signature verification, or handling email delivery events.
chat-export-report
Innei
Use when user provides exported chat history (WeChat / Telegram / iMessage / QQ exports as .md / .txt / .json) and asks "我和 X 聊了啥"、"看完整个 md"、"细说 XX"、"是不是有 Y"、"what did I and X talk about", wants topical breakdown, requests detail on specific themes (relationships / work / health / events), or seeks honest interpretation of conversation dynamics. Triggers on large chat dumps (>1000 lines) where direct full read is impractical.
claude-devfleet
affaan-m
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
tech-debt
Donchitos
"Track, categorize, and prioritize technical debt across the codebase. Scans for debt indicators, maintains a debt register, and recommends repayment scheduling."
godot-genre-rhythm
thedivergentai
"Expert blueprint for rhythm games including audio synchronization (BPM conductor, latency compensation with AudioServer.get_time_since_last_mix), note highways (scroll speed, timing windows), judgment systems (Perfect/Great/Good/Bad/Miss), scoring with combo multipliers, input processing (lane-based, hold note detection), and chart/beatmap loading. Based on DDR/osu!/Beat Saber research. Trigger keywords: rhythm_game, audio_sync, timing_judgment, note_highway, combo_system, BPM_conductor, latency_compensation."
marketing-analyst
borghei
Expert marketing analytics covering campaign analysis, attribution modeling, marketing mix modeling, ROI measurement, and performance reporting.
business-intelligence
borghei
Expert business intelligence covering dashboard design, data visualization, reporting automation, and executive insights delivery.
data-analyst
borghei
Expert data analysis covering SQL, visualization, statistical analysis, business intelligence, and data storytelling.
sales-operations
borghei
Expert sales operations covering CRM management, sales analytics, territory planning, compensation design, and process optimization.