Claude Skills by vamseeachanta

Reopen and reuse the original roadmap/umbrella issue as the governance anchor; create new issues only for genuinely missing scoped work, then retarget/link all execution issues back to the anchor.

Reopen existing roadmap anchors, close replacement epics, retarget new child issues, and add sequencing/de-dup comments so GitHub roadmap work preserves continuity and execution quality.

Turn a roadmap/readiness review into a de-duplicated GitHub epic + child issue set with verification and explicit scope boundaries.

Analyze session quality trends — identify high-churn patterns, report waste, flag sessions exceeding 500 tool calls

Pre-flight checks at session start — load context, check prior state, validate env, check for in-flight work from other terminals

Refactor large or frequently-run skills into context-efficient chains using isolated execution, file-backed handoffs, minimal summaries, and runtime-aware command substitution.

Class-level skill ecosystem curation: housekeeping, deduplication/collision reconciliation, archival, and consolidation governance.

Audit historical stage-prompt artifact drift from Claude logs, generate a package index, and enforce only newly introduced drift in CI and local pre-push hooks.

Critical limitations of delegate_task subagents — sandbox isolation prevents repo writes. Use for research/analysis only, not implementation.

Protocol for workers to capture and propagate discoveries back to the orchestrator and shared knowledge base. Phase 3 of orchestrator/worker context enforcement (#2020).

Systematic audit of whether agents are following established workflows — cross-review, plan approval, TDD compliance, and document intelligence status.

Class-level workflow governance, enforcement audits, and multi-tool architecture assessment.

Plan and operate a Hermes-led control plane that routes AI provider work across workstations using quota urgency, machine readiness, GitHub issue gates, and a dispatch ledger.

Programmatically fill IRS tax form PDFs (Form 1120, etc.) using pymupdf/fitz. Covers field discovery, mapping, filling, cross-checking, and PDF generation.

Dark-themed SVG architecture/cloud/infra diagrams as HTML.

Production pipeline for ASCII art video — any format. Converts video/audio/images/generative input into colored ASCII character video output (MP4, GIF, image sequence). Covers: video-to-ASCII conversion, audio-reactive music visualizers, generative ASCII art animations, hybrid video+audio reactive, text/lyrics overlays, real-time terminal rendering. Use when users request: ASCII video, text art video, terminal-style video, character art animation, retro text visualization, audio visualizer in...

Knowledge comics (知识漫画): educational, biography, tutorial.

Infographics: 21 layouts x 21 styles (信息图, 可视化).

Design one-off HTML artifacts (landing, deck, prototype).

Generate project ideas via creative constraints.

Author/validate/export Google's DESIGN.md token spec files.

Humanize text: strip AI-isms and add real voice.

Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories. Use when users request: animated explanations, math animations, concept visualizations, algorithm walkthroughs, technical explainers, 3Blue1Brown style videos, or any programmatic animation with geometric/mathematical content.

p5.js sketches: gen art, shaders, interactive, 3D.

Pixel art w/ era palettes (NES, Game Boy, PICO-8).

54 production-quality design systems extracted from real websites. Load a template to generate HTML/CSS that matches the visual identity of sites like Stripe, Linear, Vercel, Notion, Airbnb, and more. Each template includes colors, typography, components, layout rules, and ready-to-use CSS values.

Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HTML demos by default.

Throwaway HTML mockups: 2-3 design variants to compare.

Songwriting craft, AI music generation prompts (Suno focus), parody/adaptation techniques, phonetic tricks, and lessons learned. These are tools and ideas, not rules. Break any of them when the art calls for it.

Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.

Automatic exploratory data analysis and visualization with a single line

Extract and process energy data from BSEE (Gulf of Mexico) and SODIR

Build production-grade interactive dashboards with Plotly Dash - enterprise

Data processing, visualization, exploratory data analysis, and dashboard

Comprehensive DataFrame loading, filtering, transformation, and data pipeline management from Excel, CSV, and multiple sources with YAML-driven configuration.

Batch translate engineering Excel calculation files from Spanish to English preserving formulas

Publication-quality tables in Python with rich styling, formatting, conditional

High-performance DataFrame library for fast data processing with lazy

Build interactive data applications and dashboards with pure Python -

Automated EDA comparison reports with target analysis, feature comparison,

Automated data quality reports with comprehensive variable analysis,

Generate or improve a company-specific data analysis skill by extracting

Profile and explore datasets to understand their shape, quality, and

QA an analysis before sharing with stakeholders -- methodology checks,

Create effective data visualizations with Python using matplotlib, seaborn,

Create self-contained HTML/JavaScript dashboards with Chart.js, filters, and professional styling

Write correct, performant, readable SQL across all major data warehouse

Apply statistical methods including descriptive stats, trend analysis,

Generate professional engineering calculation reports from YAML — renders LaTeX formulas, interactive charts, and pass/fail outputs as HTML using the warm-parchment design system

"Extract calculation methodology from legacy Excel/files into clean,\