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Build and extend JavaScript or TypeScript apps with TinyBase, keeping active data in the app runtime. The skill guides project generation, UI connections, data storage, and synchronization, with checks for reloads, two-client updates, and reconnection.

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• Generate a new TinyBase application
• Connect data schemas and UI components
• Keep saved data available after a reload

Analyze TRES Finance XLSX reports and summarize the findings. Identify report types from sheets and columns, check balances, transactions, cost basis, or ERP synchronization, and highlight discrepancies, key metrics, and items requiring follow-up.

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• Investigating failed reconciliation checks and large gaps
• Reviewing portfolio value and major holdings
• Summarizing transactions and realized gains or losses

Find the TRES Finance report that fits a task such as month-end close, audit preparation, or balance checks. Recommendations explain relevant Excel tabs and columns, useful filters, and the report identifier needed for API exports.

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• Choose reports for month-end close or an audit
• Find a report showing balances on a past date
• Select transaction and realized gains reports for tax preparation

Organize research project knowledge in an Obsidian vault, a folder of notes. Summarize existing repository materials, maintain paper, experiment, result, and writing notes, and synchronize daily progress without MCP or API keys.

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• Import existing research materials into Obsidian as summaries
• Keep daily progress and project memory synchronized
• Connect paper notes with experiments, results, and writing

Bring project Markdown documentation into line with code changes. Update factual references such as paths, versions, and counts, check consistency and document links, and reflect the documentation work in the pull request description.

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• Updating documentation after code changes
• Checking versions and counts across documents
• Adding release notes to CHANGELOG

Audit an entire documentation collection against current source code and command output. Check pages for outdated claims, obsolete options, and broken links, apply small corrections, and verify the edits before preparing changes for maintainer review.

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• Audit all documentation before a release
• Find documentation that no longer matches the code
• Check for broken links after navigation changes

Organize dependent code changes into a chain of branches and pull requests, so reviewers can examine one layer at a time. The skill guides stack creation, edits, synchronization, rebasing, and merging with gh-stack.

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• Split dependent changes into reviewable pull requests
• Update a lower branch and propagate changes upward
• Synchronize local branches with GitHub

Manage files in GCS, CoreWeave S3, R2, and local storage through Marin's fsutil command-line tool. List, inspect, copy, move, or synchronize data using bucket connections defined in the checkout's configuration.

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• Listing and reading files in cloud storage
• Copying or synchronizing cloud and local data
• Finding files and checking sizes or hashes

Create an MP4 video that switches photos and short clips on the beats of a music track. Choose how often scenes change and add zoom or white flash effects to match the rhythm.

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• Make a photo montage that follows the beat
• Combine short clips in time with music
• Adjust scene changes to every beat or every few beats

Diagnose unexpected Python package installation behavior by checking the interpreter uv actually uses, the pinned Python version, installed packages, and imports. Includes a recovery pattern for dependencies that require a newer Python version.

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• Diagnosing unexpected uv sync behavior
• Checking why an installed package will not import
• Investigating skipped optional dependencies

Keep NeMo Relay event histories separate for concurrent requests, tasks, and agents. The skill guides independent scope stacks, which track nested operations, and preserves parent-child relationships when execution crosses asynchronous tasks, threads, or workers.

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• Separate event histories for concurrent requests
• Preserve parent-child links across async tasks and threads
• Prevent request-specific middleware from leaking

Run DeepStream's Multi-View 3D Tracking reference application on bundled samples or synchronized MP4 recordings. The skill guides setup, camera calibration integration, annotated and bird's-eye visualizations, saved video outputs, Kafka tracking metadata checks, and run cleanup.

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• Run the bundled four-camera or twelve-camera sample
• Run 3D tracking on synchronized custom MP4 recordings
• Generate camera calibration through AutoMagicCalib

Review the current sprint and backlog in Linear, create or update issues, and manage priorities. Compare Linear issues with GSD project phases and synchronize completion status to keep project tracking aligned with ongoing work.

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• Review progress in the current sprint
• Create issues with priorities and assignees
• Organize unassigned or unscheduled issues

Golang concurrency design — goroutine lifecycle and leak prevention, channels and `select`, channel ownership and direction, `sync.Mutex`/`RWMutex`/`sync.Map`/`sync.Once`/atomics, `errgroup`, `singleflight`, worker pools, and fan-out/fan-in pipelines. Use when writing or reviewing concurrent Go code, when choosing between channels and mutexes, when protecting a shared map or counter, or when a goroutine has no clear exit. Not for defensive coding unrelated to concurrency such as nil panics, slice aliasing, or numeric overflow (→ See `samber/cc-skills-golang@golang-safety` skill), and not for debugging a specific hung, crashing, or racing program after the fact (→ See `samber/cc-skills-golang@golang-troubleshooting` skill).

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Keep Figma and code in sync — map the 3-tier DTCG tokens to Figma Variables (collections + modes), sync in either direction, use the Figma MCP when connected, and verify component parity (variants/states). Use when the user wants to push tokens/components to Figma, pull a design into code, set up token↔Variable sync, or check design-code drift.

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Plan and build a finished beat-synced montage where cut placement serves the content, not just the metronome. Use for 卡点混剪, 卡点剪辑, 踩点视频, beat-sync montage, rhythm edit, 节奏剪辑, 音乐驱动剪辑, or when the user wants cuts that land on the beat.

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Extract, suggest, and sync tags and categories for blog posts across all major CMS platforms. Supports WordPress REST API, Shopify GraphQL, Ghost Content API, Strapi REST/GraphQL, and Sanity GROQ. Generates tag suggestions from content analysis (keyword frequency, heading extraction, semantic grouping), enforces minimum post-count thresholds to prevent thin tag archives, and syncs taxonomy via authenticated API calls. Use when user says "tags", "categories", "taxonomy", "tag suggestions", "sync tags", "WordPress tags", "Shopify tags".

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Suggest tags and categories for a blog post from its content, audit a site's tag and category health, and, only after the user approves a shown plan, sync tags and categories to WordPress, Shopify, Ghost, Strapi, or Sanity. suggest and audit are read-only; sync is dry-run by default and never deletes, merges, or edits post content. Use when the user says "tag suggestions", "taxonomy audit", "sync tags", "WordPress tags", "Shopify tags". Not for keyword research (blog-brief) or schema markup (blog-schema).

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Implement backend async and background processing patterns — event-driven architectures, message queues, async task runners, and worker pools.

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Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.

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Write tests using React Native Testing Library (RNTL) v13 and v14 (`@testing-library/react-native`). Use when writing, reviewing, or fixing React Native component tests. Covers: render, screen, queries (getBy/getAllBy/queryBy/findBy), Jest matchers, userEvent, fireEvent, waitFor, and async patterns. Supports v13 (React 18, sync render) and v14 (React 19+, async render). Triggers on: test files for React Native components, RNTL imports, mentions of "testing library", "write tests", "component tests", or "RNTL".

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Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files via Frodo API. Supports full export (all history) and RSS incremental sync (recent items). Use when the user wants to export Douban reading/watching/listening/gaming history, back up their Douban data, set up incremental sync, or mentions 豆瓣/douban collections. Triggers on: 豆瓣, douban, 读书记录, 观影记录, 书影音, 导出豆瓣.

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Compile the team's REAL updates into one async standup — pull what people posted in Slack (and moved in Notion/Linear), not a template for running standups. Use when asked to compile today's standup, pull the team's updates into one post, what did the team ship, or run async standup in Cowork. Reads a Slack channel and (optionally) the tracker via connectors, groups updates by person into shipped / in-progress / blocked, surfaces the blockers needing attention, and produces a standup-digest artifact ready to post back.

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Run a decision asynchronously — the memo, the silent-read window, the comment protocol, and the deadline that makes it land without a meeting. Use when asked to decide something async, replace a decision meeting with a document, run an Amazon-style written decision process, or when a decision keeps stalling in comment threads. Produces the decision memo plus the process wrapper: reader roles, response windows, comment-resolution rules, and the tie-breaker. For the document structure alone use decision-memo; this skill runs the process around it.

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