Joe Amditis

Aggregates transcript and frame data into an interactive web dashboard. Use for content, topic, or sentiment analysis.

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Use when executing implementation plans with independent tasks in the current session

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Extracts and visually analyzes frames from video files. Use for frame extraction, vision analysis, on-screen text, or frame grids.

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Use when you have a spec or requirements for a multi-step task, before touching code

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Runs verification commands and confirms output before success claims. Use before claiming work done or committing or PRs.

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Use when completing tasks, implementing major features, or before merging to verify work meets requirements

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Establishes how to find and use skills, requiring Skill tool invocation before any response. Use when starting any conversation.

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Collects videos from public social accounts. Use to download or scrape from Twitter, TikTok, YouTube, Instagram, or Facebook.

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Creates isolated git worktrees with smart directory selection and safety checks. Use when starting isolated feature work.

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Batch Whisper transcription of video or audio (WAV, podcasts) with a re-runnable provenance record. Use to transcribe recordings.

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Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

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Verifies review feedback with technical rigor, not blind agreement. Use when receiving review before implementing suggestions.

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Use when creating new skills, editing existing skills, or verifying skills work before deployment

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Designs PDF reports and proposals from HTML with previews and branding. Use to create, export, or securely upload a PDF.

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Presents options for merge, PR, or cleanup. Use when work is complete, tests pass, and you must decide how to integrate.

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Install-time cooldowns for npm/bun plus a sandboxed pre-install scan for bypasses. Use for supply-chain attacks or npm security.

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Use when you have a written implementation plan to execute in a separate session with review checkpoints

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Crafts story pitches for different outlets. Use when pitching editors, writing query letters, or shaping feature or op-ed angles.

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Secure authentication patterns (OWASP, NIST). Use for login, registration, password reset, sessions, JWT, OAuth, MFA, passkeys.

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Manages newsroom editorial workflows. Use when tracking assignments, managing deadlines, or coordinating editorial calendars.

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Public records requests under Brazil's Access to Information Law (LAI). Use for Fala.BR filings, e-SIC, and CGU/CMRI appeals.

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Zero-build frontend development for static apps, browser extensions, maps, and lightweight data-backed interfaces. Use when deployment must not require a build step.

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FOIA and public records workflows. Use when drafting requests, tracking submissions, checking exemptions, or appealing denials.

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Signs of taste in web UI. Use when building or reviewing web interfaces, dashboards, SaaS apps, or internal tools.

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