# Major AI Skills Catalog

> Generated registry of **402** installable skills.

Use `skills_index.json` for machine-readable discovery. Each skill lives at `skills/<id>/SKILL.md`.

Install an exact skill with the command beside it. The Vercel CLI prompts for the target agent; add `--agent codex` or `--agent claude-code` to choose explicitly. Installs default to the current project.

[Featured workflows and reproducible examples](docs/users/spotlight.md) | [skills.sh repository](https://skills.sh/alivirgo/Major-AI-Skills)

## Categories

- [3d](#3d) - 5 skills
- [automation](#automation) - 2 skills
- [cad](#cad) - 5 skills
- [common-sense](#common-sense) - 99 skills
- [cross-platform](#cross-platform) - 9 skills
- [design](#design) - 2 skills
- [development](#development) - 47 skills
- [devops](#devops) - 45 skills
- [digital-forensics](#digital-forensics) - 3 skills
- [eda](#eda) - 4 skills
- [efficiency](#efficiency) - 100 skills
- [enterprise](#enterprise) - 5 skills
- [erp](#erp) - 3 skills
- [game-engines](#game-engines) - 5 skills
- [gis](#gis) - 2 skills
- [knowledge](#knowledge) - 3 skills
- [linux](#linux) - 1 skills
- [macos](#macos) - 9 skills
- [medical](#medical) - 3 skills
- [music](#music) - 5 skills
- [network](#network) - 3 skills
- [office](#office) - 1 skills
- [plc-industrial](#plc-industrial) - 3 skills
- [productivity](#productivity) - 5 skills
- [scientific](#scientific) - 15 skills
- [testing](#testing) - 2 skills
- [video-editing](#video-editing) - 6 skills
- [windows](#windows) - 10 skills

## 3d

| Skill | Description | Install |
| --- | --- | --- |
| [`blender`](skills/blender/SKILL.md) | Automate Blender scenes with the bpy Python API, build Geometry Nodes workflows, configure Cycles or EEVEE renders, and troubleshoot headless batch jobs. | `npx skills add alivirgo/Major-AI-Skills --skill blender` |
| [`cinema-4d`](skills/cinema-4d/SKILL.md) | Script Cinema 4D scene workflows, configure MoGraph systems, and troubleshoot Redshift rendering. | `npx skills add alivirgo/Major-AI-Skills --skill cinema-4d` |
| [`houdini`](skills/houdini/SKILL.md) | Automate Houdini procedural workflows with VEX, the hou Python API, PDG/TOPs, and Solaris/Karma rendering. | `npx skills add alivirgo/Major-AI-Skills --skill houdini` |
| [`substance-painter`](skills/substance-painter/SKILL.md) | Automate Substance 3D Painter texturing and mesh-map baking with Python and batch tools; inspect PBR export workflows. | `npx skills add alivirgo/Major-AI-Skills --skill substance-painter` |
| [`zbrush`](skills/zbrush/SKILL.md) | Automate ZBrush sculpting workflows with ZScript, prepare retopology with ZRemesher, and manage mesh decimation or exports. | `npx skills add alivirgo/Major-AI-Skills --skill zbrush` |

## automation

| Skill | Description | Install |
| --- | --- | --- |
| [`n8n`](skills/n8n/SKILL.md) | Build n8n workflows with nodes, webhooks, credentials, and expression-based data mapping through its editor or REST API. | `npx skills add alivirgo/Major-AI-Skills --skill n8n` |
| [`zapier`](skills/zapier/SKILL.md) | Build Zapier automations with triggers, actions, filters, paths, and storage; handle mapping and execution errors. | `npx skills add alivirgo/Major-AI-Skills --skill zapier` |

## cad

| Skill | Description | Install |
| --- | --- | --- |
| [`catia`](skills/catia/SKILL.md) | Automate CATIA V5 and 3DEXPERIENCE modeling workflows through CAA or COM, including shape design and assembly operations. | `npx skills add alivirgo/Major-AI-Skills --skill catia` |
| [`fusion-360`](skills/fusion-360/SKILL.md) | Automate Autodesk Fusion parametric models with the Python API, inspect timeline features, and prepare CAM workflows for review. | `npx skills add alivirgo/Major-AI-Skills --skill fusion-360` |
| [`rhino`](skills/rhino/SKILL.md) | Automate Rhino modeling through RhinoCommon, work with Grasshopper data trees, and configure Rhino.Compute workflows. | `npx skills add alivirgo/Major-AI-Skills --skill rhino` |
| [`siemens-nx`](skills/siemens-nx/SKILL.md) | Automate Siemens NX modeling with NX Open Python and troubleshoot synchronous modeling or Teamcenter integration. | `npx skills add alivirgo/Major-AI-Skills --skill siemens-nx` |
| [`solidworks`](skills/solidworks/SKILL.md) | Automate SOLIDWORKS parts and assemblies with COM, Python, and VBA; inspect FeatureManager rebuild errors, configure mates, and batch-export CAD files. | `npx skills add alivirgo/Major-AI-Skills --skill solidworks` |

## common-sense

| Skill | Description | Install |
| --- | --- | --- |
| [`act-as-a-personal-tutor`](skills/act-as-a-personal-tutor/SKILL.md) | Explain a subject step by step, assess prior knowledge, and use short exercises to check understanding before advancing. | `npx skills add alivirgo/Major-AI-Skills --skill act-as-a-personal-tutor` |
| [`add-your-own-human-voice`](skills/add-your-own-human-voice/SKILL.md) | Revise AI-assisted writing to preserve the author's voice, concrete experience, and intended tone. | `npx skills add alivirgo/Major-AI-Skills --skill add-your-own-human-voice` |
| [`always-verify-numbers-and-links`](skills/always-verify-numbers-and-links/SKILL.md) | Verify statistics, contact details, calculations, and URLs against appropriate sources before using them in a deliverable. | `npx skills add alivirgo/Major-AI-Skills --skill always-verify-numbers-and-links` |
| [`ask-ai-confidence-rating`](skills/ask-ai-confidence-rating/SKILL.md) | Identify uncertainty, assumptions, and claims needing verification when reviewing an AI answer. | `npx skills add alivirgo/Major-AI-Skills --skill ask-ai-confidence-rating` |
| [`ask-ai-to-audit-itself`](skills/ask-ai-to-audit-itself/SKILL.md) | Review a draft answer for logical errors, missing requirements, edge cases, and claims needing external verification. | `npx skills add alivirgo/Major-AI-Skills --skill ask-ai-to-audit-itself` |
| [`ask-ai-to-check-its-math`](skills/ask-ai-to-check-its-math/SKILL.md) | Check arithmetic with explicit formulas and a calculator or executable code before presenting numerical results. | `npx skills add alivirgo/Major-AI-Skills --skill ask-ai-to-check-its-math` |
| [`ask-ai-to-repeat-understanding`](skills/ask-ai-to-repeat-understanding/SKILL.md) | Restate the intended outcome, scope, and constraints when a complex task needs an alignment check. | `npx skills add alivirgo/Major-AI-Skills --skill ask-ai-to-repeat-understanding` |
| [`ask-ai-to-show-its-reasoning`](skills/ask-ai-to-show-its-reasoning/SKILL.md) | Request a concise explanation of assumptions, evidence, decision criteria, and trade-offs behind a recommendation. | `npx skills add alivirgo/Major-AI-Skills --skill ask-ai-to-show-its-reasoning` |
| [`ask-for-alternative-viewpoints`](skills/ask-for-alternative-viewpoints/SKILL.md) | Compare opposing viewpoints and stress-test the assumptions behind an argument or recommendation. | `npx skills add alivirgo/Major-AI-Skills --skill ask-for-alternative-viewpoints` |
| [`ask-for-tables-over-paragraphs`](skills/ask-for-tables-over-paragraphs/SKILL.md) | Request a table when options, attributes, or numerical results are easier to compare in aligned columns. | `npx skills add alivirgo/Major-AI-Skills --skill ask-for-tables-over-paragraphs` |
| [`ask-for-three-options`](skills/ask-for-three-options/SKILL.md) | Compare conservative, balanced, and ambitious approaches with their trade-offs when choosing a course of action. | `npx skills add alivirgo/Major-AI-Skills --skill ask-for-three-options` |
| [`ask-how-to-improve-prompt`](skills/ask-how-to-improve-prompt/SKILL.md) | Review a prompt for missing context and ambiguous requirements, then produce a reusable revised version. | `npx skills add alivirgo/Major-AI-Skills --skill ask-how-to-improve-prompt` |
| [`ask-one-best-answer`](skills/ask-one-best-answer/SKILL.md) | Request one recommended option with its rationale when a long list would obscure the decision. | `npx skills add alivirgo/Major-AI-Skills --skill ask-one-best-answer` |
| [`ask-short-answer-first`](skills/ask-short-answer-first/SKILL.md) | Lead with a brief direct answer and place supporting detail afterward when the reader needs a quick decision. | `npx skills add alivirgo/Major-AI-Skills --skill ask-short-answer-first` |
| [`ask-what-changed-only`](skills/ask-what-changed-only/SKILL.md) | Request only changed lines or sentences and their relevant context when reviewing an update. | `npx skills add alivirgo/Major-AI-Skills --skill ask-what-changed-only` |
| [`ask-what-info-is-missing`](skills/ask-what-info-is-missing/SKILL.md) | Identify missing inputs and ask targeted questions before resolving an underspecified task. | `npx skills add alivirgo/Major-AI-Skills --skill ask-what-info-is-missing` |
| [`avoid-rephrasing-good-text`](skills/avoid-rephrasing-good-text/SKILL.md) | Edit awkward or incorrect passages while preserving wording, voice, and humor that already work. | `npx skills add alivirgo/Major-AI-Skills --skill avoid-rephrasing-good-text` |
| [`batch-small-questions-together`](skills/batch-small-questions-together/SKILL.md) | Group related short questions into one structured request while keeping each answer identifiable. | `npx skills add alivirgo/Major-AI-Skills --skill batch-small-questions-together` |
| [`be-specific-instead-of-vague`](skills/be-specific-instead-of-vague/SKILL.md) | Replace vague requests with a concrete goal, relevant context, constraints, and desired output. | `npx skills add alivirgo/Major-AI-Skills --skill be-specific-instead-of-vague` |
| [`beware-of-ai-recommendation-bias`](skills/beware-of-ai-recommendation-bias/SKILL.md) | Review product recommendations for popularity bias, affiliate influence, missing alternatives, and unsupported comparisons. | `npx skills add alivirgo/Major-AI-Skills --skill beware-of-ai-recommendation-bias` |
| [`beware-of-hallucinated-quotes`](skills/beware-of-hallucinated-quotes/SKILL.md) | Verify quotations, book titles, and academic references against original sources before publishing them. | `npx skills add alivirgo/Major-AI-Skills --skill beware-of-hallucinated-quotes` |
| [`brainstorm-presentation-angles`](skills/brainstorm-presentation-angles/SKILL.md) | Develop distinct opening angles and narrative approaches for a presentation, pitch, or keynote. | `npx skills add alivirgo/Major-AI-Skills --skill brainstorm-presentation-angles` |
| [`break-big-questions-into-steps`](skills/break-big-questions-into-steps/SKILL.md) | Divide a complex question into manageable subtasks with clear dependencies and intermediate results. | `npx skills add alivirgo/Major-AI-Skills --skill break-big-questions-into-steps` |
| [`break-complex-projects-into-milestones`](skills/break-complex-projects-into-milestones/SKILL.md) | Turn a project goal into milestones with deliverables, dependencies, and verifiable completion criteria. | `npx skills add alivirgo/Major-AI-Skills --skill break-complex-projects-into-milestones` |
| [`build-your-ai-common-sense-habit`](skills/build-your-ai-common-sense-habit/SKILL.md) | Build a repeatable prompting habit around clear goals, relevant context, verification, and human review. | `npx skills add alivirgo/Major-AI-Skills --skill build-your-ai-common-sense-habit` |
| [`bullet-point-summary-first`](skills/bullet-point-summary-first/SKILL.md) | Extract a short action-focused bullet summary from a long document, article, or meeting record. | `npx skills add alivirgo/Major-AI-Skills --skill bullet-point-summary-first` |
| [`check-code-for-obvious-flaws`](skills/check-code-for-obvious-flaws/SKILL.md) | Review generated code for nonexistent APIs, exposed secrets, unhandled errors, and likely edge-case failures. | `npx skills add alivirgo/Major-AI-Skills --skill check-code-for-obvious-flaws` |
| [`cite-specific-section-numbers`](skills/cite-specific-section-numbers/SKILL.md) | Anchor document analysis to exact sections or pages so readers can verify the supporting passage. | `npx skills add alivirgo/Major-AI-Skills --skill cite-specific-section-numbers` |
| [`clean-messy-notes-to-action-items`](skills/clean-messy-notes-to-action-items/SKILL.md) | Turn unstructured notes into action items with owners, deadlines, decisions, and unresolved follow-ups. | `npx skills add alivirgo/Major-AI-Skills --skill clean-messy-notes-to-action-items` |
| [`combine-human-speed-with-ai-scale`](skills/combine-human-speed-with-ai-scale/SKILL.md) | Plan work that uses AI for drafting and synthesis while retaining human judgment over priorities and final decisions. | `npx skills add alivirgo/Major-AI-Skills --skill combine-human-speed-with-ai-scale` |
| [`compare-two-products-fairly`](skills/compare-two-products-fairly/SKILL.md) | Compare two products against the same requirements, pricing assumptions, limitations, and evidence. | `npx skills add alivirgo/Major-AI-Skills --skill compare-two-products-fairly` |
| [`convert-voice-memos-to-bullets`](skills/convert-voice-memos-to-bullets/SKILL.md) | Convert a transcript or spoken notes into organized bullet points, decisions, and next actions. | `npx skills add alivirgo/Major-AI-Skills --skill convert-voice-memos-to-bullets` |
| [`copy-relevant-paragraph-only`](skills/copy-relevant-paragraph-only/SKILL.md) | Select a relevant document excerpt with enough surrounding context to answer a focused question. | `npx skills add alivirgo/Major-AI-Skills --skill copy-relevant-paragraph-only` |
| [`cross-check-legal-advice`](skills/cross-check-legal-advice/SKILL.md) | Use AI for legal issue-spotting, plain-language clause explanations, and questions to verify with licensed counsel. | `npx skills add alivirgo/Major-AI-Skills --skill cross-check-legal-advice` |
| [`dont-repaste-entire-document`](skills/dont-repaste-entire-document/SKILL.md) | Reference existing document context and provide localized changes when repeating the full document is unnecessary. | `npx skills add alivirgo/Major-AI-Skills --skill dont-repaste-entire-document` |
| [`dont-summarize-without-a-goal`](skills/dont-summarize-without-a-goal/SKILL.md) | Define the decision or information need before asking for a document summary. | `npx skills add alivirgo/Major-AI-Skills --skill dont-summarize-without-a-goal` |
| [`dont-trust-ai-medical-diagnoses`](skills/dont-trust-ai-medical-diagnoses/SKILL.md) | Use AI for medical vocabulary and appointment preparation while directing diagnosis and treatment questions to qualified clinicians. | `npx skills add alivirgo/Major-AI-Skills --skill dont-trust-ai-medical-diagnoses` |
| [`double-check-ai-math-manually`](skills/double-check-ai-math-manually/SKILL.md) | Independently check AI-generated calculations using source inputs, formulas, and a calculator or spreadsheet. | `npx skills add alivirgo/Major-AI-Skills --skill double-check-ai-math-manually` |
| [`draft-emails-with-placeholders`](skills/draft-emails-with-placeholders/SKILL.md) | Draft reusable email templates with clearly marked placeholders for names, dates, amounts, and other missing facts. | `npx skills add alivirgo/Major-AI-Skills --skill draft-emails-with-placeholders` |
| [`draft-meeting-agendas`](skills/draft-meeting-agendas/SKILL.md) | Create a time-boxed meeting agenda with discussion owners, pre-reads, and explicit decisions to reach. | `npx skills add alivirgo/Major-AI-Skills --skill draft-meeting-agendas` |
| [`draft-multiple-variations`](skills/draft-multiple-variations/SKILL.md) | Generate meaningfully different copy variants based on audience needs and angles rather than synonym substitutions. | `npx skills add alivirgo/Major-AI-Skills --skill draft-multiple-variations` |
| [`fill-in-missing-assumptions`](skills/fill-in-missing-assumptions/SKILL.md) | Identify hidden assumptions and test how changing them affects a recommendation or design. | `npx skills add alivirgo/Major-AI-Skills --skill fill-in-missing-assumptions` |
| [`flag-missing-facts-first`](skills/flag-missing-facts-first/SKILL.md) | Identify facts that are required for a reliable answer and distinguish them from optional context. | `npx skills add alivirgo/Major-AI-Skills --skill flag-missing-facts-first` |
| [`flag-speculative-statements`](skills/flag-speculative-statements/SKILL.md) | Label verified facts, estimates, heuristics, and predictions distinctly in an analytical response. | `npx skills add alivirgo/Major-AI-Skills --skill flag-speculative-statements` |
| [`format-data-to-copy-paste-tables`](skills/format-data-to-copy-paste-tables/SKILL.md) | Convert unstructured text, emails, or receipts into consistent CSV or TSV rows for a spreadsheet. | `npx skills add alivirgo/Major-AI-Skills --skill format-data-to-copy-paste-tables` |
| [`generate-social-media-captions`](skills/generate-social-media-captions/SKILL.md) | Draft platform-appropriate social captions using a specific audience, message, voice, and call to action. | `npx skills add alivirgo/Major-AI-Skills --skill generate-social-media-captions` |
| [`give-ai-direct-feedback`](skills/give-ai-direct-feedback/SKILL.md) | Give specific feedback about what is wrong, what should change, and which parts should remain. | `npx skills add alivirgo/Major-AI-Skills --skill give-ai-direct-feedback` |
| [`give-ai-situation-context`](skills/give-ai-situation-context/SKILL.md) | Include role, scale, budget, and constraints so an answer fits the actual working situation. | `npx skills add alivirgo/Major-AI-Skills --skill give-ai-situation-context` |
| [`give-examples-first`](skills/give-examples-first/SKILL.md) | Provide concrete input and output examples when a task's format or style is difficult to describe abstractly. | `npx skills add alivirgo/Major-AI-Skills --skill give-examples-first` |
| [`highlight-action-items`](skills/highlight-action-items/SKILL.md) | Place actionable next steps prominently and distinguish owners, deadlines, and unresolved dependencies. | `npx skills add alivirgo/Major-AI-Skills --skill highlight-action-items` |
| [`iterate-step-by-step`](skills/iterate-step-by-step/SKILL.md) | Develop a complex deliverable in reviewable stages, carrying forward agreed requirements and decisions. | `npx skills add alivirgo/Major-AI-Skills --skill iterate-step-by-step` |
| [`keep-instructions-direct`](skills/keep-instructions-direct/SKILL.md) | Write clear action-oriented instructions with a specific task and expected result. | `npx skills add alivirgo/Major-AI-Skills --skill keep-instructions-direct` |
| [`keep-instructions-friendly-and-clear`](skills/keep-instructions-friendly-and-clear/SKILL.md) | Separate instructions, context, and examples with clear structure and delimiters. | `npx skills add alivirgo/Major-AI-Skills --skill keep-instructions-friendly-and-clear` |
| [`keep-sensitive-financials-private`](skills/keep-sensitive-financials-private/SKILL.md) | Prepare redacted or synthetic financial inputs for AI-assisted analysis while keeping confidential source values private. | `npx skills add alivirgo/Major-AI-Skills --skill keep-sensitive-financials-private` |
| [`learn-new-skills-ten-times-faster`](skills/learn-new-skills-ten-times-faster/SKILL.md) | Prioritize core concepts, explain them in plain language, and practice retrieval when learning a new subject. | `npx skills add alivirgo/Major-AI-Skills --skill learn-new-skills-ten-times-faster` |
| [`never-paste-private-passwords`](skills/never-paste-private-passwords/SKILL.md) | Replace passwords, API keys, payment details, and personal identifiers with placeholders before sharing prompts or examples. | `npx skills add alivirgo/Major-AI-Skills --skill never-paste-private-passwords` |
| [`one-sentence-elevator-pitch`](skills/one-sentence-elevator-pitch/SKILL.md) | Condense a product or initiative into one sentence identifying its audience, purpose, and distinguishing benefit. | `npx skills add alivirgo/Major-AI-Skills --skill one-sentence-elevator-pitch` |
| [`outline-before-writing`](skills/outline-before-writing/SKILL.md) | Agree on a document outline and logical progression before drafting a long piece. | `npx skills add alivirgo/Major-AI-Skills --skill outline-before-writing` |
| [`output-final-draft-only`](skills/output-final-draft-only/SKILL.md) | Return only the finished draft when the user needs text ready for a downstream workflow. | `npx skills add alivirgo/Major-AI-Skills --skill output-final-draft-only` |
| [`play-devils-advocate`](skills/play-devils-advocate/SKILL.md) | Stress-test an idea with opposing arguments, failure scenarios, and a premortem before committing resources. | `npx skills add alivirgo/Major-AI-Skills --skill play-devils-advocate` |
| [`prioritize-urgent-vs-important`](skills/prioritize-urgent-vs-important/SKILL.md) | Sort a task list by urgency and importance to identify work to do, schedule, delegate, or remove. | `npx skills add alivirgo/Major-AI-Skills --skill prioritize-urgent-vs-important` |
| [`proofread-before-sending`](skills/proofread-before-sending/SKILL.md) | Review a message for clarity, mistakes, tone, and unintended implications before sending it. | `npx skills add alivirgo/Major-AI-Skills --skill proofread-before-sending` |
| [`pros-and-cons-table`](skills/pros-and-cons-table/SKILL.md) | Compare options using benefits, drawbacks, weighted criteria, and reversibility when making a decision. | `npx skills add alivirgo/Major-AI-Skills --skill pros-and-cons-table` |
| [`remember-ai-cutoff-dates`](skills/remember-ai-cutoff-dates/SKILL.md) | Check current sources for version-sensitive facts, APIs, prices, and rules before relying on model knowledge. | `npx skills add alivirgo/Major-AI-Skills --skill remember-ai-cutoff-dates` |
| [`reuse-saved-prompt-templates`](skills/reuse-saved-prompt-templates/SKILL.md) | Create parameterized prompt templates for recurring work and keep their assumptions and inputs explicit. | `npx skills add alivirgo/Major-AI-Skills --skill reuse-saved-prompt-templates` |
| [`roleplay-an-expert`](skills/roleplay-an-expert/SKILL.md) | Specify relevant domain context and evaluation criteria to obtain focused advice while verifying factual claims. | `npx skills add alivirgo/Major-AI-Skills --skill roleplay-an-expert` |
| [`save-favorite-prompts-cheat-sheet`](skills/save-favorite-prompts-cheat-sheet/SKILL.md) | Organize reusable prompts in a concise reference with clear task labels and editable placeholders. | `npx skills add alivirgo/Major-AI-Skills --skill save-favorite-prompts-cheat-sheet` |
| [`set-a-word-count-ceiling`](skills/set-a-word-count-ceiling/SKILL.md) | Specify and check a word or sentence limit when a deliverable must fit a constrained format. | `npx skills add alivirgo/Major-AI-Skills --skill set-a-word-count-ceiling` |
| [`simple-understanding-quiz`](skills/simple-understanding-quiz/SKILL.md) | Create short retrieval questions to identify knowledge gaps and check understanding of a topic. | `npx skills add alivirgo/Major-AI-Skills --skill simple-understanding-quiz` |
| [`simplify-legal-contract-terms`](skills/simplify-legal-contract-terms/SKILL.md) | Explain renewal, liability, intellectual-property, pricing, and termination clauses in plain language with references to the contract. | `npx skills add alivirgo/Major-AI-Skills --skill simplify-legal-contract-terms` |
| [`skip-explaining-the-obvious`](skills/skip-explaining-the-obvious/SKILL.md) | Match explanations to the reader's existing expertise and omit background they already understand. | `npx skills add alivirgo/Major-AI-Skills --skill skip-explaining-the-obvious` |
| [`skip-polite-filler-words`](skills/skip-polite-filler-words/SKILL.md) | Shorten repetitive prompt wording while preserving clear instructions and the intended tone. | `npx skills add alivirgo/Major-AI-Skills --skill skip-polite-filler-words` |
| [`specify-high-precision-needs`](skills/specify-high-precision-needs/SKILL.md) | State verification requirements, acceptable uncertainty, and evidence needs for accuracy-sensitive tasks. | `npx skills add alivirgo/Major-AI-Skills --skill specify-high-precision-needs` |
| [`specify-preferred-writing-style`](skills/specify-preferred-writing-style/SKILL.md) | Define writing tone, information density, and sentence style with concrete examples. | `npx skills add alivirgo/Major-AI-Skills --skill specify-preferred-writing-style` |
| [`specify-the-audience`](skills/specify-the-audience/SKILL.md) | Describe the audience's expertise and needs so vocabulary, detail, and framing fit the intended reader. | `npx skills add alivirgo/Major-AI-Skills --skill specify-the-audience` |
| [`start-fresh-chat-new-topics`](skills/start-fresh-chat-new-topics/SKILL.md) | Prepare a concise state handoff when starting a separate conversation for a new topic. | `npx skills add alivirgo/Major-AI-Skills --skill start-fresh-chat-new-topics` |
| [`state-your-goal-not-just-command`](skills/state-your-goal-not-just-command/SKILL.md) | Explain the underlying outcome and constraints so a requested implementation can be assessed against the real goal. | `npx skills add alivirgo/Major-AI-Skills --skill state-your-goal-not-just-command` |
| [`stop-wrong-answers-early`](skills/stop-wrong-answers-early/SKILL.md) | Interrupt a clearly misdirected answer and provide a specific correction to scope or assumptions. | `npx skills add alivirgo/Major-AI-Skills --skill stop-wrong-answers-early` |
| [`structure-weekly-to-do-list`](skills/structure-weekly-to-do-list/SKILL.md) | Organize weekly tasks into realistic work blocks based on priorities, deadlines, and available capacity. | `npx skills add alivirgo/Major-AI-Skills --skill structure-weekly-to-do-list` |
| [`summarize-meetings-into-decisions`](skills/summarize-meetings-into-decisions/SKILL.md) | Extract decisions, rationale, owners, and unresolved questions from a meeting transcript. | `npx skills add alivirgo/Major-AI-Skills --skill summarize-meetings-into-decisions` |
| [`talk-like-to-a-smart-ten-year-old`](skills/talk-like-to-a-smart-ten-year-old/SKILL.md) | Explain complex ideas in clear everyday language with concrete examples and without condescension. | `npx skills add alivirgo/Major-AI-Skills --skill talk-like-to-a-smart-ten-year-old` |
| [`tell-ai-what-not-to-do`](skills/tell-ai-what-not-to-do/SKILL.md) | State relevant exclusions and forbidden approaches when they materially constrain the deliverable. | `npx skills add alivirgo/Major-AI-Skills --skill tell-ai-what-not-to-do` |
| [`tell-ai-when-in-a-rush`](skills/tell-ai-when-in-a-rush/SKILL.md) | Request a concise prioritized answer when time is short, preserving critical facts and uncertainty. | `npx skills add alivirgo/Major-AI-Skills --skill tell-ai-when-in-a-rush` |
| [`tell-ai-your-time-budget`](skills/tell-ai-your-time-budget/SKILL.md) | State the available time so the proposed approach fits the deadline and level of effort. | `npx skills add alivirgo/Major-AI-Skills --skill tell-ai-your-time-budget` |
| [`think-of-ai-as-a-junior-assistant`](skills/think-of-ai-as-a-junior-assistant/SKILL.md) | Delegate a bounded task with context and acceptance criteria, then review the result before relying on it. | `npx skills add alivirgo/Major-AI-Skills --skill think-of-ai-as-a-junior-assistant` |
| [`translate-jargon-to-plain-english`](skills/translate-jargon-to-plain-english/SKILL.md) | Translate specialized terminology into plain language and explain its practical implications. | `npx skills add alivirgo/Major-AI-Skills --skill translate-jargon-to-plain-english` |
| [`treat-ai-answers-as-first-drafts`](skills/treat-ai-answers-as-first-drafts/SKILL.md) | Review AI-generated drafts for factual accuracy, voice, completeness, and fit before final use. | `npx skills add alivirgo/Major-AI-Skills --skill treat-ai-answers-as-first-drafts` |
| [`try-different-angles-if-first-fails`](skills/try-different-angles-if-first-fails/SKILL.md) | Reframe an unproductive prompt using a new example, decomposition, or perspective while preserving the goal. | `npx skills add alivirgo/Major-AI-Skills --skill try-different-angles-if-first-fails` |
| [`turn-complaints-into-polite-replies`](skills/turn-complaints-into-polite-replies/SKILL.md) | Draft customer complaint replies that acknowledge the issue and provide concrete next steps without unsupported promises. | `npx skills add alivirgo/Major-AI-Skills --skill turn-complaints-into-polite-replies` |
| [`use-bolding-and-bullet-formatting`](skills/use-bolding-and-bullet-formatting/SKILL.md) | Use bold labels and concise bullets to make requirements, decisions, and action items easier to scan. | `npx skills add alivirgo/Major-AI-Skills --skill use-bolding-and-bullet-formatting` |
| [`use-checklist-format`](skills/use-checklist-format/SKILL.md) | Convert a procedure into a checklist with observable completion criteria and clear dependencies. | `npx skills add alivirgo/Major-AI-Skills --skill use-checklist-format` |
| [`use-fast-models-for-quick-checks`](skills/use-fast-models-for-quick-checks/SKILL.md) | Assign bounded routine checks to suitable smaller models and escalate tasks that require stronger reasoning or verification. | `npx skills add alivirgo/Major-AI-Skills --skill use-fast-models-for-quick-checks` |
| [`use-good-answers-as-templates`](skills/use-good-answers-as-templates/SKILL.md) | Use an approved response as a structural example for a new task while replacing its facts and context. | `npx skills add alivirgo/Major-AI-Skills --skill use-good-answers-as-templates` |
| [`use-plain-text-over-pdfs`](skills/use-plain-text-over-pdfs/SKILL.md) | Provide extracted text when layout is irrelevant, retaining the original PDF for visual or page-specific verification. | `npx skills add alivirgo/Major-AI-Skills --skill use-plain-text-over-pdfs` |
| [`use-simple-analogies`](skills/use-simple-analogies/SKILL.md) | Explain an unfamiliar concept through a familiar example and identify where the analogy stops applying. | `npx skills add alivirgo/Major-AI-Skills --skill use-simple-analogies` |
| [`use-voice-typing-for-fast-prompts`](skills/use-voice-typing-for-fast-prompts/SKILL.md) | Turn dictated context into a clear prompt with explicit goals, constraints, and corrected names or numbers. | `npx skills add alivirgo/Major-AI-Skills --skill use-voice-typing-for-fast-prompts` |
| [`verify-names-and-locations`](skills/verify-names-and-locations/SKILL.md) | Check names, titles, addresses, and locations against reliable sources before using them in a deliverable. | `npx skills add alivirgo/Major-AI-Skills --skill verify-names-and-locations` |
| [`write-polite-tough-feedback`](skills/write-polite-tough-feedback/SKILL.md) | Write specific constructive feedback using observed behavior, its impact, and a clear request for change. | `npx skills add alivirgo/Major-AI-Skills --skill write-polite-tough-feedback` |
| [`write-step-by-step-how-to`](skills/write-step-by-step-how-to/SKILL.md) | Write a practical procedure with prerequisites, ordered steps, expected results, and troubleshooting. | `npx skills add alivirgo/Major-AI-Skills --skill write-step-by-step-how-to` |

## cross-platform

| Skill | Description | Install |
| --- | --- | --- |
| [`bruno`](skills/bruno/SKILL.md) | Create version-controlled Bruno API collections, write Bru request files, and run API checks through the Bruno CLI in CI. | `npx skills add alivirgo/Major-AI-Skills --skill bruno` |
| [`ffmpeg`](skills/ffmpeg/SKILL.md) | Transcode and compress video with FFmpeg, inspect streams with ffprobe, build filtergraphs and HLS outputs, and diagnose codec or hardware-encoder failures. | `npx skills add alivirgo/Major-AI-Skills --skill ffmpeg` |
| [`losslesscut`](skills/losslesscut/SKILL.md) | Trim and join media with LosslessCut, inspect keyframe boundaries, and choose between stream copying and smart-cut rendering. | `npx skills add alivirgo/Major-AI-Skills --skill losslesscut` |
| [`nginx`](skills/nginx/SKILL.md) | Configure Nginx web serving, reverse proxies, TLS termination, rate limits, and upstream load balancing; diagnose request failures. | `npx skills add alivirgo/Major-AI-Skills --skill nginx` |
| [`rclone`](skills/rclone/SKILL.md) | Plan and run Rclone cloud transfers, synchronization, encrypted remotes, and mounts while checking source and destination behavior. | `npx skills add alivirgo/Major-AI-Skills --skill rclone` |
| [`sniffnet`](skills/sniffnet/SKILL.md) | Inspect network traffic with Sniffnet, configure packet filters and bandwidth alerts, and troubleshoot capture drivers. | `npx skills add alivirgo/Major-AI-Skills --skill sniffnet` |
| [`tailscale`](skills/tailscale/SKILL.md) | Configure Tailscale connectivity, subnet routing, and MagicDNS; troubleshoot WireGuard paths and DERP relay behavior. | `npx skills add alivirgo/Major-AI-Skills --skill tailscale` |
| [`ventoy`](skills/ventoy/SKILL.md) | Configure Ventoy multiboot USB media and plugin settings, and diagnose boot or Secure Boot enrollment issues. | `npx skills add alivirgo/Major-AI-Skills --skill ventoy` |
| [`wireshark`](skills/wireshark/SKILL.md) | Inspect packet captures with Wireshark or TShark, write display filters, and troubleshoot TCP or authorized TLS analysis. | `npx skills add alivirgo/Major-AI-Skills --skill wireshark` |

## design

| Skill | Description | Install |
| --- | --- | --- |
| [`adobe-photoshop`](skills/adobe-photoshop/SKILL.md) | Automate Photoshop image-processing tasks with UXP or ExtendScript, Actions, batch jobs, and Smart Objects. | `npx skills add alivirgo/Major-AI-Skills --skill adobe-photoshop` |
| [`figma`](skills/figma/SKILL.md) | Build Figma plugins, export selected frames, audit components, and map variables to design tokens using the Plugin and REST APIs. | `npx skills add alivirgo/Major-AI-Skills --skill figma` |

## development

| Skill | Description | Install |
| --- | --- | --- |
| [`agent-injection-boundary-test`](skills/agent-injection-boundary-test/SKILL.md) | Test an authorized AI agent's handling of instructions embedded in retrieved documents or tool outputs using harmless canaries. | `npx skills add alivirgo/Major-AI-Skills --skill agent-injection-boundary-test` |
| [`agent-tool-replay-test`](skills/agent-tool-replay-test/SKILL.md) | Replay recorded AI tool calls against deterministic fixtures to test argument validation, error handling, and side-effect boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill agent-tool-replay-test` |
| [`ai-citation-verification`](skills/ai-citation-verification/SKILL.md) | Check whether an AI answer's citations actually support its factual claims, with source-location evidence and explicit uncertainty. | `npx skills add alivirgo/Major-AI-Skills --skill ai-citation-verification` |
| [`ai-evaluation-dataset`](skills/ai-evaluation-dataset/SKILL.md) | Build a versioned JSONL evaluation dataset for an AI workflow, with acceptance criteria, held-out cases, and leakage checks. | `npx skills add alivirgo/Major-AI-Skills --skill ai-evaluation-dataset` |
| [`ai-human-handoff-contract`](skills/ai-human-handoff-contract/SKILL.md) | Define and test when an AI workflow must hand a task to a human, preserving evidence and preventing unapproved continuation. | `npx skills add alivirgo/Major-AI-Skills --skill ai-human-handoff-contract` |
| [`ai-pii-redaction-review`](skills/ai-pii-redaction-review/SKILL.md) | Prepare a privacy-reviewed AI input using field-aware redaction, stable placeholders, and leakage checks before external submission. | `npx skills add alivirgo/Major-AI-Skills --skill ai-pii-redaction-review` |
| [`android-studio`](skills/android-studio/SKILL.md) | Configure Android Studio Gradle projects, emulators, build variants, and signing; diagnose build and runtime failures with AGP and Logcat. | `npx skills add alivirgo/Major-AI-Skills --skill android-studio` |
| [`anthropic-api`](skills/anthropic-api/SKILL.md) | Integrate the Anthropic Messages API with system prompts, tool calls, streaming, and client error handling. | `npx skills add alivirgo/Major-AI-Skills --skill anthropic-api` |
| [`chromadb`](skills/chromadb/SKILL.md) | Build local RAG storage with ChromaDB collections, embeddings, metadata filters, and persistent vector indexes. | `npx skills add alivirgo/Major-AI-Skills --skill chromadb` |
| [`codeql`](skills/codeql/SKILL.md) | Configure GitHub CodeQL analysis, run or write queries, interpret SARIF findings, and verify fixes for reported vulnerabilities. | `npx skills add alivirgo/Major-AI-Skills --skill codeql` |
| [`django`](skills/django/SKILL.md) | Build Django models, views, routes, and admin features; review ORM queries, migrations, and deployment settings. | `npx skills add alivirgo/Major-AI-Skills --skill django` |
| [`express`](skills/express/SKILL.md) | Build Express.js routers and middleware with request validation, async error handling, and clear application structure. | `npx skills add alivirgo/Major-AI-Skills --skill express` |
| [`fastapi`](skills/fastapi/SKILL.md) | Build and test FastAPI services with Pydantic models, dependency injection, async routes, OpenAPI, and authentication hooks. | `npx skills add alivirgo/Major-AI-Skills --skill fastapi` |
| [`firebase`](skills/firebase/SKILL.md) | Build Firebase authentication, database rules, Cloud Functions, and messaging workflows; test access boundaries with the Emulator Suite. | `npx skills add alivirgo/Major-AI-Skills --skill firebase` |
| [`flask`](skills/flask/SKILL.md) | Build Flask applications with app factories, blueprints, JSON or Jinja responses, extensions, and pytest checks. | `npx skills add alivirgo/Major-AI-Skills --skill flask` |
| [`flutter`](skills/flutter/SKILL.md) | Build Flutter widget interfaces, organize state and async behavior, and prepare platform integrations and release builds. | `npx skills add alivirgo/Major-AI-Skills --skill flutter` |
| [`go-services`](skills/go-services/SKILL.md) | Build Go HTTP services with contextual cancellation, middleware, tests, and compact deployable binaries. | `npx skills add alivirgo/Major-AI-Skills --skill go-services` |
| [`graphql-apis`](skills/graphql-apis/SKILL.md) | Design GraphQL schemas and resolvers with authorization checks and N+1 query prevention. | `npx skills add alivirgo/Major-AI-Skills --skill graphql-apis` |
| [`graphql-client`](skills/graphql-client/SKILL.md) | Build Apollo Client or urql queries and mutations, manage cache behavior, and handle authentication and errors. | `npx skills add alivirgo/Major-AI-Skills --skill graphql-client` |
| [`kotlin`](skills/kotlin/SKILL.md) | Write Kotlin with null-safe types, coroutines, flows, and data classes; integrate with Java and Android APIs. | `npx skills add alivirgo/Major-AI-Skills --skill kotlin` |
| [`langchain`](skills/langchain/SKILL.md) | Build LangChain LCEL, tool, and retrieval workflows with explicit memory boundaries and application structure. | `npx skills add alivirgo/Major-AI-Skills --skill langchain` |
| [`llamaindex`](skills/llamaindex/SKILL.md) | Build LlamaIndex ingestion, retrieval, and query pipelines and evaluate RAG behavior on task-relevant examples. | `npx skills add alivirgo/Major-AI-Skills --skill llamaindex` |
| [`llm-cost-latency-benchmark`](skills/llm-cost-latency-benchmark/SKILL.md) | Measure an AI workflow's observed token cost and end-to-end latency across representative cases with reproducible configuration. | `npx skills add alivirgo/Major-AI-Skills --skill llm-cost-latency-benchmark` |
| [`llm-json-contract-check`](skills/llm-json-contract-check/SKILL.md) | Validate AI-generated JSON against an application's schema and business rules, distinguishing refusals and truncation from malformed output. | `npx skills add alivirgo/Major-AI-Skills --skill llm-json-contract-check` |
| [`nextjs`](skills/nextjs/SKILL.md) | Build Next.js applications with the App Router, server and client components, route handlers, caching, and deployment configuration. | `npx skills add alivirgo/Major-AI-Skills --skill nextjs` |
| [`nodejs`](skills/nodejs/SKILL.md) | Build Node.js modules and services with async I/O, streams, package scripts, and deliberate process-lifecycle handling. | `npx skills add alivirgo/Major-AI-Skills --skill nodejs` |
| [`openai-api`](skills/openai-api/SKILL.md) | Integrate OpenAI Responses or Chat Completions, tools, and embeddings with retry handling and clear client boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill openai-api` |
| [`owasp-asvs`](skills/owasp-asvs/SKILL.md) | Map application-security review evidence to OWASP ASVS requirements, select an appropriate verification level, and triage gaps. | `npx skills add alivirgo/Major-AI-Skills --skill owasp-asvs` |
| [`postman`](skills/postman/SKILL.md) | Build Postman collections and environments, write request scripts, and run API smoke checks with Newman. | `npx skills add alivirgo/Major-AI-Skills --skill postman` |
| [`prisma`](skills/prisma/SKILL.md) | Model data with Prisma, manage migrations and transactions, and review relation queries for N+1 behavior. | `npx skills add alivirgo/Major-AI-Skills --skill prisma` |
| [`prompt-regression-gate`](skills/prompt-regression-gate/SKILL.md) | Compare prompt revisions on a frozen AI evaluation set with paired runs, slice-level regressions, and explicit release thresholds. | `npx skills add alivirgo/Major-AI-Skills --skill prompt-regression-gate` |
| [`python-packaging`](skills/python-packaging/SKILL.md) | Package Python projects with pyproject.toml, build wheels, configure test and lint tools, and prepare index publishing. | `npx skills add alivirgo/Major-AI-Skills --skill python-packaging` |
| [`rag-retrieval-audit`](skills/rag-retrieval-audit/SKILL.md) | Diagnose missing evidence in a retrieval-augmented generation pipeline using labeled queries, chunk inspection, and retrieval metrics. | `npx skills add alivirgo/Major-AI-Skills --skill rag-retrieval-audit` |
| [`rails`](skills/rails/SKILL.md) | Build Rails applications with Active Record, migrations, controllers, strong parameters, and framework conventions. | `npx skills add alivirgo/Major-AI-Skills --skill rails` |
| [`react`](skills/react/SKILL.md) | Build accessible React interfaces with function components, hooks, and deliberate state ownership; troubleshoot effects, list keys, and interactive behavior. | `npx skills add alivirgo/Major-AI-Skills --skill react` |
| [`react-native`](skills/react-native/SKILL.md) | Build React Native interfaces and navigation, integrate native modules, and prepare platform release builds. | `npx skills add alivirgo/Major-AI-Skills --skill react-native` |
| [`rust-cli`](skills/rust-cli/SKILL.md) | Build Rust command-line tools with clap, structured errors, Cargo workspaces, and distributable binaries. | `npx skills add alivirgo/Major-AI-Skills --skill rust-cli` |
| [`semgrep`](skills/semgrep/SKILL.md) | Write and run Semgrep rules, triage findings, and tune CI scanning to reduce irrelevant alerts. | `npx skills add alivirgo/Major-AI-Skills --skill semgrep` |
| [`shopify-app`](skills/shopify-app/SKILL.md) | Build Shopify apps with OAuth or session tokens, Admin GraphQL, extensions, webhooks, and billing integration. | `npx skills add alivirgo/Major-AI-Skills --skill shopify-app` |
| [`spring-boot`](skills/spring-boot/SKILL.md) | Build Spring Boot REST services with validation, profiles, dependency injection, Actuator, and focused test slices. | `npx skills add alivirgo/Major-AI-Skills --skill spring-boot` |
| [`stripe`](skills/stripe/SKILL.md) | Integrate Stripe Checkout, PaymentIntents, subscriptions, and signed webhooks with idempotency and test-mode checks. | `npx skills add alivirgo/Major-AI-Skills --skill stripe` |
| [`swift`](skills/swift/SKILL.md) | Write Swift with optionals, value types, protocols, async/await, and actors; manage state in SwiftUI workflows. | `npx skills add alivirgo/Major-AI-Skills --skill swift` |
| [`typescript`](skills/typescript/SKILL.md) | Model TypeScript data with strict types, narrowing, and generics; configure tsconfig and migrate JavaScript while checking untyped boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill typescript` |
| [`vercel`](skills/vercel/SKILL.md) | Configure Vercel projects, environment variables, build settings, and preview deployments before a production rollout. | `npx skills add alivirgo/Major-AI-Skills --skill vercel` |
| [`vscode`](skills/vscode/SKILL.md) | Configure VS Code tasks, debugging, settings, and extensions, and automate editor workflows with the code CLI. | `npx skills add alivirgo/Major-AI-Skills --skill vscode` |
| [`wordpress`](skills/wordpress/SKILL.md) | Build WordPress themes and plugins, automate tasks with WP-CLI, and review hooks, REST integration, and common security issues. | `npx skills add alivirgo/Major-AI-Skills --skill wordpress` |
| [`xcode-ios`](skills/xcode-ios/SKILL.md) | Configure Xcode targets, simulators, signing, SwiftUI or UIKit projects, and archive or export workflows. | `npx skills add alivirgo/Major-AI-Skills --skill xcode-ios` |

## devops

| Skill | Description | Install |
| --- | --- | --- |
| [`airflow`](skills/airflow/SKILL.md) | Build and troubleshoot Apache Airflow DAGs, operators, sensors, schedules, and retry behavior for data pipelines. | `npx skills add alivirgo/Major-AI-Skills --skill airflow` |
| [`ansible`](skills/ansible/SKILL.md) | Write idempotent Ansible playbooks, inventories, and roles; use check mode and ansible-vault for controlled infrastructure automation. | `npx skills add alivirgo/Major-AI-Skills --skill ansible` |
| [`argocd`](skills/argocd/SKILL.md) | Configure Argo CD Applications, AppProjects, and sync policies; inspect health checks and troubleshoot GitOps rollouts. | `npx skills add alivirgo/Major-AI-Skills --skill argocd` |
| [`aws-cli`](skills/aws-cli/SKILL.md) | Use AWS CLI profiles and SSO to inspect and manage S3, EC2, Lambda, IAM, and CloudWatch resources with explicit account and region selection. | `npx skills add alivirgo/Major-AI-Skills --skill aws-cli` |
| [`azure-cli`](skills/azure-cli/SKILL.md) | Use the Azure CLI to manage subscriptions, resource groups, AKS, App Service, Key Vault, and role assignments. | `npx skills add alivirgo/Major-AI-Skills --skill azure-cli` |
| [`clickhouse`](skills/clickhouse/SKILL.md) | Design ClickHouse MergeTree tables, partitioning, and projections; inspect ingestion and analytical query performance. | `npx skills add alivirgo/Major-AI-Skills --skill clickhouse` |
| [`consul`](skills/consul/SKILL.md) | Configure Consul service discovery, health checks, key-value settings, and service-mesh intentions. | `npx skills add alivirgo/Major-AI-Skills --skill consul` |
| [`dbt`](skills/dbt/SKILL.md) | Build dbt models with refs, data tests, and generated documentation for version-controlled warehouse transformations. | `npx skills add alivirgo/Major-AI-Skills --skill dbt` |
| [`dependabot-config`](skills/dependabot-config/SKILL.md) | Configure Dependabot update ecosystems, schedules, groups, and ignore rules in dependabot.yml. | `npx skills add alivirgo/Major-AI-Skills --skill dependabot-config` |
| [`docker`](skills/docker/SKILL.md) | Build Docker images and Compose environments, optimize multi-stage Dockerfiles with BuildKit, and troubleshoot container networking and runtime failures. | `npx skills add alivirgo/Major-AI-Skills --skill docker` |
| [`elasticsearch`](skills/elasticsearch/SKILL.md) | Configure Elasticsearch mappings and ingest pipelines, investigate cluster health and queries, and plan reindexing or lifecycle changes. | `npx skills add alivirgo/Major-AI-Skills --skill elasticsearch` |
| [`fluxcd`](skills/fluxcd/SKILL.md) | Configure Flux CD GitRepository, Kustomization, and HelmRelease resources; troubleshoot reconciliation and image-update automation. | `npx skills add alivirgo/Major-AI-Skills --skill fluxcd` |
| [`gcloud-cli`](skills/gcloud-cli/SKILL.md) | Manage Google Cloud projects, IAM, GKE, Cloud Run, and storage with gcloud while checking the active project and deployment target. | `npx skills add alivirgo/Major-AI-Skills --skill gcloud-cli` |
| [`github-actions`](skills/github-actions/SKILL.md) | Build GitHub Actions workflows with job matrices, caching, reusable workflows, OIDC authentication, and protected secrets; diagnose CI failures. | `npx skills add alivirgo/Major-AI-Skills --skill github-actions` |
| [`github-packages-npm`](skills/github-packages-npm/SKILL.md) | Publish or consume scoped npm packages through GitHub Packages, configure registry authentication, and troubleshoot package access. | `npx skills add alivirgo/Major-AI-Skills --skill github-packages-npm` |
| [`gpg-signing`](skills/gpg-signing/SKILL.md) | Configure GPG commit and tag signing, verify signatures, and plan key revocation or recovery. | `npx skills add alivirgo/Major-AI-Skills --skill gpg-signing` |
| [`grafana`](skills/grafana/SKILL.md) | Build Grafana dashboards and variables, configure data sources and alerting, and provision dashboards as code. | `npx skills add alivirgo/Major-AI-Skills --skill grafana` |
| [`helm`](skills/helm/SKILL.md) | Package Kubernetes applications as Helm charts, configure values and dependencies, and inspect release upgrades or rollbacks. | `npx skills add alivirgo/Major-AI-Skills --skill helm` |
| [`incident-runbooks`](skills/incident-runbooks/SKILL.md) | Write on-call runbooks with symptoms, severity, diagnostics, mitigation steps, escalation paths, and incident references. | `npx skills add alivirgo/Major-AI-Skills --skill incident-runbooks` |
| [`kafka`](skills/kafka/SKILL.md) | Configure Kafka topics and consumers, inspect partitions and offsets, and diagnose consumer-group lag. | `npx skills add alivirgo/Major-AI-Skills --skill kafka` |
| [`kubernetes`](skills/kubernetes/SKILL.md) | Design and debug Kubernetes Deployments, Services, Ingress, configuration, and rollouts using kubectl. | `npx skills add alivirgo/Major-AI-Skills --skill kubernetes` |
| [`lets-encrypt`](skills/lets-encrypt/SKILL.md) | Issue and renew Let's Encrypt certificates with certbot or acme.sh, configure ACME challenges, and diagnose renewal failures. | `npx skills add alivirgo/Major-AI-Skills --skill lets-encrypt` |
| [`makefile-automation`](skills/makefile-automation/SKILL.md) | Design Makefile targets, dependencies, variables, and discoverable repository automation commands. | `npx skills add alivirgo/Major-AI-Skills --skill makefile-automation` |
| [`mongodb`](skills/mongodb/SKILL.md) | Design MongoDB documents and indexes, build aggregation pipelines, and investigate query plans or transaction behavior. | `npx skills add alivirgo/Major-AI-Skills --skill mongodb` |
| [`mysql`](skills/mysql/SKILL.md) | Design and administer MySQL or MariaDB schemas, indexes, grants, backups, and migrations; investigate replication basics. | `npx skills add alivirgo/Major-AI-Skills --skill mysql` |
| [`nginx-hardening`](skills/nginx-hardening/SKILL.md) | Review Nginx reverse-proxy security settings, TLS, headers, request limits, and upstream boundaries. Use for focused hardening work. | `npx skills add alivirgo/Major-AI-Skills --skill nginx-hardening` |
| [`nomad`](skills/nomad/SKILL.md) | Write Nomad jobspecs and task groups, configure networking and variables, and manage workload rollouts. | `npx skills add alivirgo/Major-AI-Skills --skill nomad` |
| [`opentelemetry`](skills/opentelemetry/SKILL.md) | Instrument services with OpenTelemetry traces, metrics, and logs; configure collectors and diagnose context propagation. | `npx skills add alivirgo/Major-AI-Skills --skill opentelemetry` |
| [`packer`](skills/packer/SKILL.md) | Build machine images with Packer templates, builders, and provisioners as part of an immutable deployment workflow. | `npx skills add alivirgo/Major-AI-Skills --skill packer` |
| [`postgresql`](skills/postgresql/SKILL.md) | Design PostgreSQL schemas and indexes, investigate slow queries with EXPLAIN ANALYZE, and plan migrations, vacuum maintenance, and operational checks. | `npx skills add alivirgo/Major-AI-Skills --skill postgresql` |
| [`prefect`](skills/prefect/SKILL.md) | Build Prefect flows and tasks, configure deployments and work pools, and troubleshoot retries or pipeline observability. | `npx skills add alivirgo/Major-AI-Skills --skill prefect` |
| [`prometheus`](skills/prometheus/SKILL.md) | Configure Prometheus scraping and exporters, write PromQL and alert rules, and control metric cardinality. | `npx skills add alivirgo/Major-AI-Skills --skill prometheus` |
| [`pulumi`](skills/pulumi/SKILL.md) | Manage Pulumi stacks, providers, secrets, and infrastructure previews before applying reviewed changes. | `npx skills add alivirgo/Major-AI-Skills --skill pulumi` |
| [`rabbitmq`](skills/rabbitmq/SKILL.md) | Configure RabbitMQ exchanges, queues, bindings, acknowledgements, dead-letter routing, and consumer processing. | `npx skills add alivirgo/Major-AI-Skills --skill rabbitmq` |
| [`redis`](skills/redis/SKILL.md) | Design Redis keys and caching with appropriate TTLs, data structures, and eviction behavior; inspect memory or pub/sub issues. | `npx skills add alivirgo/Major-AI-Skills --skill redis` |
| [`redis-streams`](skills/redis-streams/SKILL.md) | Build Redis Streams consumers with groups, acknowledgements, pending-entry recovery, and trimming policies. | `npx skills add alivirgo/Major-AI-Skills --skill redis-streams` |
| [`snowflake`](skills/snowflake/SKILL.md) | Manage Snowflake warehouses, roles, stages, and COPY workflows; investigate analytical SQL and resource usage. | `npx skills add alivirgo/Major-AI-Skills --skill snowflake` |
| [`snyk`](skills/snyk/SKILL.md) | Run Snyk dependency, container, and infrastructure scans; review findings, ignore policies, and CI gates. | `npx skills add alivirgo/Major-AI-Skills --skill snyk` |
| [`sqlite`](skills/sqlite/SKILL.md) | Design SQLite schemas and migrations, configure WAL and pragmas, and plan backups within its concurrency limits. | `npx skills add alivirgo/Major-AI-Skills --skill sqlite` |
| [`supabase`](skills/supabase/SKILL.md) | Build Supabase-backed applications with SQL migrations, Auth, row-level security, Edge Functions, the JavaScript client, and CLI development workflows. | `npx skills add alivirgo/Major-AI-Skills --skill supabase` |
| [`supabase-rls`](skills/supabase-rls/SKILL.md) | Design and review Supabase row-level security policies, security-definer functions, storage access, and authorization boundaries. Use for focused RLS reviews. | `npx skills add alivirgo/Major-AI-Skills --skill supabase-rls` |
| [`terraform`](skills/terraform/SKILL.md) | Write and review Terraform HCL, configure providers and remote state, and assess plan changes before infrastructure applies. | `npx skills add alivirgo/Major-AI-Skills --skill terraform` |
| [`terraform-aws`](skills/terraform-aws/SKILL.md) | Design AWS Terraform modules, IAM permissions, providers, and state backends; review AWS-specific infrastructure plans. | `npx skills add alivirgo/Major-AI-Skills --skill terraform-aws` |
| [`trivy`](skills/trivy/SKILL.md) | Scan containers, filesystems, repositories, and infrastructure code with Trivy, then triage CVEs and configure CI thresholds. | `npx skills add alivirgo/Major-AI-Skills --skill trivy` |
| [`vault`](skills/vault/SKILL.md) | Configure Vault secret engines, policies, AppRole or Kubernetes authentication, and dynamic credential leases. | `npx skills add alivirgo/Major-AI-Skills --skill vault` |

## digital-forensics

| Skill | Description | Install |
| --- | --- | --- |
| [`autopsy`](skills/autopsy/SKILL.md) | Automate authorized forensic analysis in Autopsy with Sleuth Kit ingest modules, evidence-processing pipelines, and search indexing. | `npx skills add alivirgo/Major-AI-Skills --skill autopsy` |
| [`encase`](skills/encase/SKILL.md) | Automate authorized EnCase forensic workflows with EnScript, E01/Ex01 evidence files, and Evidence Processor jobs. | `npx skills add alivirgo/Major-AI-Skills --skill encase` |
| [`ftk`](skills/ftk/SKILL.md) | Automate authorized FTK evidence workflows with FTK Imager, distributed processing, and known-file hash filtering. | `npx skills add alivirgo/Major-AI-Skills --skill ftk` |

## eda

| Skill | Description | Install |
| --- | --- | --- |
| [`altium-designer`](skills/altium-designer/SKILL.md) | Automate Altium Designer PCB workflows with DXP scripts, design-rule checks, OutJob fabrication outputs, and routing configuration. | `npx skills add alivirgo/Major-AI-Skills --skill altium-designer` |
| [`cadence-virtuoso`](skills/cadence-virtuoso/SKILL.md) | Automate Cadence Virtuoso design and simulation with SKILL, OCEAN, and Spectre; inspect DRC and LVS verification results. | `npx skills add alivirgo/Major-AI-Skills --skill cadence-virtuoso` |
| [`kicad`](skills/kicad/SKILL.md) | Automate KiCad board workflows with pcbnew and kicad-cli, configure design rules, and generate fabrication outputs for review. | `npx skills add alivirgo/Major-AI-Skills --skill kicad` |
| [`ltspice`](skills/ltspice/SKILL.md) | Build LTspice netlists, automate measurements, and investigate convergence or switching-converter simulation behavior. | `npx skills add alivirgo/Major-AI-Skills --skill ltspice` |

## efficiency

| Skill | Description | Install |
| --- | --- | --- |
| [`abbreviated-git-status`](skills/abbreviated-git-status/SKILL.md) | Inspect Git branch, staging, and working-tree changes with short or porcelain status output when a compact repository check is needed. | `npx skills add alivirgo/Major-AI-Skills --skill abbreviated-git-status` |
| [`agentic-token-efficiency-master-rule`](skills/agentic-token-efficiency-master-rule/SKILL.md) | Plan context use, bounded file inspection, tool output, and response length for coding-agent tasks with an explicit token budget. | `npx skills add alivirgo/Major-AI-Skills --skill agentic-token-efficiency-master-rule` |
| [`ansi-strip-logger`](skills/ansi-strip-logger/SKILL.md) | Remove ANSI colors and terminal control sequences from logs before passing them into model context or structured reports. | `npx skills add alivirgo/Major-AI-Skills --skill ansi-strip-logger` |
| [`artifact-reuse-pattern`](skills/artifact-reuse-pattern/SKILL.md) | Update an existing plan or state artifact in place when the same document needs to track progress across multiple agent turns. | `npx skills add alivirgo/Major-AI-Skills --skill artifact-reuse-pattern` |
| [`ast-refactoring-scripts`](skills/ast-refactoring-scripts/SKILL.md) | Use AST-aware tools such as libcst, ts-morph, or jscodeshift for repeatable code migrations across many files. | `npx skills add alivirgo/Major-AI-Skills --skill ast-refactoring-scripts` |
| [`ast-skeletonizer`](skills/ast-skeletonizer/SKILL.md) | Extract types, classes, and function signatures into a compact code outline when investigating structure before implementation details. | `npx skills add alivirgo/Major-AI-Skills --skill ast-skeletonizer` |
| [`atomic-code-edits`](skills/atomic-code-edits/SKILL.md) | Apply localized code replacements when only a small part of a file changes, preserving surrounding implementation and review context. | `npx skills add alivirgo/Major-AI-Skills --skill atomic-code-edits` |
| [`avoid-duplicate-system-messages`](skills/avoid-duplicate-system-messages/SKILL.md) | Consolidate repeated system instructions into a stable prompt prefix when configuring an application's prompt caching. | `npx skills add alivirgo/Major-AI-Skills --skill avoid-duplicate-system-messages` |
| [`batch-api-job-processing`](skills/batch-api-job-processing/SKILL.md) | Organize asynchronous evaluation, audit, or dataset workloads for a provider's batch API when immediate responses are unnecessary. | `npx skills add alivirgo/Major-AI-Skills --skill batch-api-job-processing` |
| [`batch-file-creation`](skills/batch-file-creation/SKILL.md) | Scaffold related files with a local generator when a repeatable multi-file layout is needed. | `npx skills add alivirgo/Major-AI-Skills --skill batch-file-creation` |
| [`binary-file-suppression`](skills/binary-file-suppression/SKILL.md) | Detect binary, compiled, and media files before text ingestion so agent context contains readable source and metadata. | `npx skills add alivirgo/Major-AI-Skills --skill binary-file-suppression` |
| [`boolean-flag-responses`](skills/boolean-flag-responses/SKILL.md) | Design boolean or enum outputs for narrow diagnostic and triage tasks whose full result fits a fixed set of values. | `npx skills add alivirgo/Major-AI-Skills --skill boolean-flag-responses` |
| [`browser-subagent-task-bounding`](skills/browser-subagent-task-bounding/SKILL.md) | Define a browser subtask's target, step budget, completion criteria, and return format before delegating navigation. | `npx skills add alivirgo/Major-AI-Skills --skill browser-subagent-task-bounding` |
| [`cached-system-instructions`](skills/cached-system-instructions/SKILL.md) | Structure stable system instructions and variable input separately when configuring supported prompt-cache workflows. | `npx skills add alivirgo/Major-AI-Skills --skill cached-system-instructions` |
| [`cached-tool-permission-grants`](skills/cached-tool-permission-grants/SKILL.md) | Reuse session-scoped tool approvals where the host supports them, preserving the user's approved scope and existing permission boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill cached-tool-permission-grants` |
| [`comment-stripping-preprocessor`](skills/comment-stripping-preprocessor/SKILL.md) | Prepare compact source excerpts for model input by removing redundant comments while retaining necessary context and keeping original files intact. | `npx skills add alivirgo/Major-AI-Skills --skill comment-stripping-preprocessor` |
| [`compact-dir-listing`](skills/compact-dir-listing/SKILL.md) | List relative file paths compactly when exploring repository structure without a full decorative directory tree. | `npx skills add alivirgo/Major-AI-Skills --skill compact-dir-listing` |
| [`compact-enum-mappings`](skills/compact-enum-mappings/SKILL.md) | Define compact enum representations for structured payloads when both producer and consumer share the same documented mapping. | `npx skills add alivirgo/Major-AI-Skills --skill compact-enum-mappings` |
| [`compact-error-codes`](skills/compact-error-codes/SKILL.md) | Represent repeated runtime failures with stable error codes and source locations while keeping full diagnostics available for investigation. | `npx skills add alivirgo/Major-AI-Skills --skill compact-error-codes` |
| [`compact-error-handling`](skills/compact-error-handling/SKILL.md) | Reduce repeated exception-handling code with language-appropriate constructs while preserving error propagation and diagnostics. | `npx skills add alivirgo/Major-AI-Skills --skill compact-error-handling` |
| [`compact-guard-clauses`](skills/compact-guard-clauses/SKILL.md) | Refactor deeply nested conditions into early-return guard clauses when doing so improves readability and preserves behavior. | `npx skills add alivirgo/Major-AI-Skills --skill compact-guard-clauses` |
| [`compact-status-updates`](skills/compact-status-updates/SKILL.md) | Write brief progress updates that state the current result, relevant blocker, and next meaningful action. | `npx skills add alivirgo/Major-AI-Skills --skill compact-status-updates` |
| [`compact-yaml-frontmatter`](skills/compact-yaml-frontmatter/SKILL.md) | Write concise YAML metadata for skills and documents with clear names, descriptions, and supported routing fields. | `npx skills add alivirgo/Major-AI-Skills --skill compact-yaml-frontmatter` |
| [`compressed-json-repair`](skills/compressed-json-repair/SKILL.md) | Repair malformed model-generated JSON with a local parser or repair library, then validate it against the expected schema. | `npx skills add alivirgo/Major-AI-Skills --skill compressed-json-repair` |
| [`compressed-system-prompts`](skills/compressed-system-prompts/SKILL.md) | Shorten repeated system-prompt wording while preserving task scope, requirements, and instruction priority. | `npx skills add alivirgo/Major-AI-Skills --skill compressed-system-prompts` |
| [`concise-output-enforcer`](skills/concise-output-enforcer/SKILL.md) | Set explicit output-format and length constraints for tasks that need concise answers or machine-consumable results. | `npx skills add alivirgo/Major-AI-Skills --skill concise-output-enforcer` |
| [`context-pruning-directive`](skills/context-pruning-directive/SKILL.md) | Prune stale tool output and redundant conversation history while retaining current requirements, decisions, and unresolved work. | `npx skills add alivirgo/Major-AI-Skills --skill context-pruning-directive` |
| [`csv-over-json-tables`](skills/csv-over-json-tables/SKILL.md) | Represent rectangular datasets as CSV or TSV when repeated JSON field names add unnecessary payload size. | `npx skills add alivirgo/Major-AI-Skills --skill csv-over-json-tables` |
| [`dead-code-elimination`](skills/dead-code-elimination/SKILL.md) | Use static analysis to identify unused functions, variables, and imports before proposing code removal. | `npx skills add alivirgo/Major-AI-Skills --skill dead-code-elimination` |
| [`deduplicated-file-caching`](skills/deduplicated-file-caching/SKILL.md) | Cache file reads using modification times or content hashes and invalidate them when the underlying files change. | `npx skills add alivirgo/Major-AI-Skills --skill deduplicated-file-caching` |
| [`dense-shorthand-notation`](skills/dense-shorthand-notation/SKILL.md) | Use documented compact notation for business rules or state transitions when readers can interpret it unambiguously. | `npx skills add alivirgo/Major-AI-Skills --skill dense-shorthand-notation` |
| [`direct-tool-selection`](skills/direct-tool-selection/SKILL.md) | Choose a task-specific tool from available capabilities when its documented behavior matches the requested operation. | `npx skills add alivirgo/Major-AI-Skills --skill direct-tool-selection` |
| [`early-exit-evaluation`](skills/early-exit-evaluation/SKILL.md) | Stop an exploratory search after sufficient evidence establishes the cause, then verify the proposed fix. | `npx skills add alivirgo/Major-AI-Skills --skill early-exit-evaluation` |
| [`exit-code-fast-checking`](skills/exit-code-fast-checking/SKILL.md) | Check command exit codes and retain relevant errors when summarizing build or test results. | `npx skills add alivirgo/Major-AI-Skills --skill exit-code-fast-checking` |
| [`gitignore-respecting-search`](skills/gitignore-respecting-search/SKILL.md) | Use gitignore-aware search to focus code investigation on maintained source files and exclude generated dependencies. | `npx skills add alivirgo/Major-AI-Skills --skill gitignore-respecting-search` |
| [`graphql-introspection-trimmer`](skills/graphql-introspection-trimmer/SKILL.md) | Extract operation-relevant GraphQL types from an introspection schema before building or debugging a query. | `npx skills add alivirgo/Major-AI-Skills --skill graphql-introspection-trimmer` |
| [`gzip-compressed-http-payloads`](skills/gzip-compressed-http-payloads/SKILL.md) | Configure gzip or zstd transport compression for large HTTP payloads when both endpoints support it. | `npx skills add alivirgo/Major-AI-Skills --skill gzip-compressed-http-payloads` |
| [`head-tail-log-clipping`](skills/head-tail-log-clipping/SKILL.md) | Keep the opening context and final diagnostics of large logs, with omitted content clearly identified and available if needed. | `npx skills add alivirgo/Major-AI-Skills --skill head-tail-log-clipping` |
| [`header-only-c-cpp-ingestion`](skills/header-only-c-cpp-ingestion/SKILL.md) | Inspect C and C++ headers for public contracts and data structures before reading implementation files. | `npx skills add alivirgo/Major-AI-Skills --skill header-only-c-cpp-ingestion` |
| [`in-place-file-mutation`](skills/in-place-file-mutation/SKILL.md) | Edit the intended source file directly when a temporary replacement would create unnecessary copies or cleanup. | `npx skills add alivirgo/Major-AI-Skills --skill in-place-file-mutation` |
| [`incremental-diff-ingestion`](skills/incremental-diff-ingestion/SKILL.md) | Review compact Git diffs with enough surrounding context to assess a pull request or commit. | `npx skills add alivirgo/Major-AI-Skills --skill incremental-diff-ingestion` |
| [`inline-lambda-functions`](skills/inline-lambda-functions/SKILL.md) | Use concise lambdas or arrow functions for small callbacks when a separate named function adds no clarity. | `npx skills add alivirgo/Major-AI-Skills --skill inline-lambda-functions` |
| [`inline-type-signatures`](skills/inline-type-signatures/SKILL.md) | Use native type annotations and avoid repeating the same type information in documentation comments. | `npx skills add alivirgo/Major-AI-Skills --skill inline-type-signatures` |
| [`json-minified-payloads`](skills/json-minified-payloads/SKILL.md) | Serialize JSON without optional formatting whitespace for compact transport or model input. | `npx skills add alivirgo/Major-AI-Skills --skill json-minified-payloads` |
| [`lazy-dependency-loading`](skills/lazy-dependency-loading/SKILL.md) | Load dependency documentation relevant to the current API or error while checking version-sensitive assumptions. | `npx skills add alivirgo/Major-AI-Skills --skill lazy-dependency-loading` |
| [`line-bounded-file-reading`](skills/line-bounded-file-reading/SKILL.md) | Read targeted file ranges around symbols or errors, expanding the range when more context is needed. | `npx skills add alivirgo/Major-AI-Skills --skill line-bounded-file-reading` |
| [`lint-auto-fix-delegation`](skills/lint-auto-fix-delegation/SKILL.md) | Delegate mechanical style and import corrections to the repository's linter and inspect the resulting diff. | `npx skills add alivirgo/Major-AI-Skills --skill lint-auto-fix-delegation` |
| [`list-comprehension-compression`](skills/list-comprehension-compression/SKILL.md) | Replace simple Python accumulation loops with comprehensions when the transformation remains easy to read. | `npx skills add alivirgo/Major-AI-Skills --skill list-comprehension-compression` |
| [`lm-studio-local-offloading`](skills/lm-studio-local-offloading/SKILL.md) | Route suitable mechanical tasks to locally hosted models through LM Studio or Ollama and verify their outputs. | `npx skills add alivirgo/Major-AI-Skills --skill lm-studio-local-offloading` |
| [`logit-bias-token-steering`](skills/logit-bias-token-steering/SKILL.md) | Configure token-bias controls on supporting model APIs for constrained generation, then validate the returned values. | `npx skills add alivirgo/Major-AI-Skills --skill logit-bias-token-steering` |
| [`max-tokens-ceiling-guard`](skills/max-tokens-ceiling-guard/SKILL.md) | Set task-appropriate output token limits in model requests and handle truncated responses explicitly. | `npx skills add alivirgo/Major-AI-Skills --skill max-tokens-ceiling-guard` |
| [`minimal-artifact-metadata`](skills/minimal-artifact-metadata/SKILL.md) | Write concise artifact metadata that identifies the deliverable, its purpose, and any requested review. | `npx skills add alivirgo/Major-AI-Skills --skill minimal-artifact-metadata` |
| [`minimal-diff-formatter`](skills/minimal-diff-formatter/SKILL.md) | Present code changes as unified diffs when reviewers need the modified lines and nearby context. | `npx skills add alivirgo/Major-AI-Skills --skill minimal-diff-formatter` |
| [`model-tier-routing`](skills/model-tier-routing/SKILL.md) | Route model requests by task complexity, latency needs, and measured quality within a defined cost budget. | `npx skills add alivirgo/Major-AI-Skills --skill model-tier-routing` |
| [`multi-tool-batch-invocation`](skills/multi-tool-batch-invocation/SKILL.md) | Batch independent tool operations where the runtime supports parallel execution, preserving dependencies between steps. | `npx skills add alivirgo/Major-AI-Skills --skill multi-tool-batch-invocation` |
| [`no-ls-bash-listing`](skills/no-ls-bash-listing/SKILL.md) | Use structured filesystem listings when the host provides them and bounded file metadata is sufficient. | `npx skills add alivirgo/Major-AI-Skills --skill no-ls-bash-listing` |
| [`no-polite-chitchat-closing`](skills/no-polite-chitchat-closing/SKILL.md) | Finish a task response with the result and necessary limitations when an additional conversational closing adds no information. | `npx skills add alivirgo/Major-AI-Skills --skill no-polite-chitchat-closing` |
| [`no-preamble-code-blocks`](skills/no-preamble-code-blocks/SKILL.md) | Return code without an introductory paragraph when the user or downstream parser requests code-only output. | `npx skills add alivirgo/Major-AI-Skills --skill no-preamble-code-blocks` |
| [`no-redundant-type-casting`](skills/no-redundant-type-casting/SKILL.md) | Identify redundant type assertions and repeated coercions while preserving runtime validation at data boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill no-redundant-type-casting` |
| [`no-vendor-directory-scans`](skills/no-vendor-directory-scans/SKILL.md) | Exclude generated dependency and build directories from recursive searches unless the investigation specifically requires them. | `npx skills add alivirgo/Major-AI-Skills --skill no-vendor-directory-scans` |
| [`one-shot-subagent-prompts`](skills/one-shot-subagent-prompts/SKILL.md) | Write self-contained delegated tasks with relevant context, boundaries, completion criteria, and a useful return format. | `npx skills add alivirgo/Major-AI-Skills --skill one-shot-subagent-prompts` |
| [`openapi-endpoint-filtering`](skills/openapi-endpoint-filtering/SKILL.md) | Extract the OpenAPI operations and referenced schemas needed for a specific endpoint integration. | `npx skills add alivirgo/Major-AI-Skills --skill openapi-endpoint-filtering` |
| [`prompt-cache-control`](skills/prompt-cache-control/SKILL.md) | Configure supported prompt caching around stable instructions and tool schemas, checking current provider behavior and usage metrics. | `npx skills add alivirgo/Major-AI-Skills --skill prompt-cache-control` |
| [`reactive-wakeup-signaling`](skills/reactive-wakeup-signaling/SKILL.md) | Use runtime completion events for background work when available, avoiding unnecessary status polling. | `npx skills add alivirgo/Major-AI-Skills --skill reactive-wakeup-signaling` |
| [`regex-one-liner-refactoring`](skills/regex-one-liner-refactoring/SKILL.md) | Use regular expressions for bounded text transformations when structured parsing is unnecessary and edge cases are covered. | `npx skills add alivirgo/Major-AI-Skills --skill regex-one-liner-refactoring` |
| [`ripgrep-over-grep-command`](skills/ripgrep-over-grep-command/SKILL.md) | Search code with bounded matches, file filters, and structured search tools when available. | `npx skills add alivirgo/Major-AI-Skills --skill ripgrep-over-grep-command` |
| [`schema-pruned-function-calling`](skills/schema-pruned-function-calling/SKILL.md) | Expose only relevant tool schemas and parameters for a task while preserving the fields required for correct calls. | `npx skills add alivirgo/Major-AI-Skills --skill schema-pruned-function-calling` |
| [`scratch-file-isolation`](skills/scratch-file-isolation/SKILL.md) | Keep temporary debugging scripts and test payloads in a dedicated scratch directory separate from maintained source. | `npx skills add alivirgo/Major-AI-Skills --skill scratch-file-isolation` |
| [`scripted-formatting-delegation`](skills/scripted-formatting-delegation/SKILL.md) | Run the repository's formatter for mechanical whitespace and style changes and inspect the resulting diff. | `npx skills add alivirgo/Major-AI-Skills --skill scripted-formatting-delegation` |
| [`selective-grep-filtering`](skills/selective-grep-filtering/SKILL.md) | Narrow code searches with file globs, literal matching, and relevant directories to reduce unrelated results. | `npx skills add alivirgo/Major-AI-Skills --skill selective-grep-filtering` |
| [`semantic-key-shortening`](skills/semantic-key-shortening/SKILL.md) | Use familiar short field names in compact payloads when their meaning stays clear to producers and consumers. | `npx skills add alivirgo/Major-AI-Skills --skill semantic-key-shortening` |
| [`silent-background-task-execution`](skills/silent-background-task-execution/SKILL.md) | Start long-running builds or tests asynchronously when supported and report completion or errors without blocking unrelated work. | `npx skills add alivirgo/Major-AI-Skills --skill silent-background-task-execution` |
| [`single-command-script-chaining`](skills/single-command-script-chaining/SKILL.md) | Group dependent command-line operations when the shell's failure and sequencing behavior is explicit. | `npx skills add alivirgo/Major-AI-Skills --skill single-command-script-chaining` |
| [`single-line-error-summaries`](skills/single-line-error-summaries/SKILL.md) | Summarize a failure with its source location, error type, and actionable cause while retaining full logs. | `npx skills add alivirgo/Major-AI-Skills --skill single-line-error-summaries` |
| [`single-pass-multi-replace`](skills/single-pass-multi-replace/SKILL.md) | Apply related replacements in one edit operation when the tool can validate each target against the original file. | `npx skills add alivirgo/Major-AI-Skills --skill single-pass-multi-replace` |
| [`sliding-window-chat-truncation`](skills/sliding-window-chat-truncation/SKILL.md) | Maintain bounded conversation context using stable instructions, a current summary, and recent task-relevant messages. | `npx skills add alivirgo/Major-AI-Skills --skill sliding-window-chat-truncation` |
| [`speculative-decoding-prompting`](skills/speculative-decoding-prompting/SKILL.md) | Use supported predicted-output or speculative-decoding features for edits with a largely known output and measure their benefit. | `npx skills add alivirgo/Major-AI-Skills --skill speculative-decoding-prompting` |
| [`standard-library-preference`](skills/standard-library-preference/SKILL.md) | Use existing standard-library functions for common operations when they fit the required behavior. | `npx skills add alivirgo/Major-AI-Skills --skill standard-library-preference` |
| [`stop-sequence-truncation`](skills/stop-sequence-truncation/SKILL.md) | Configure supported stop sequences for bounded output formats and check that they do not truncate valid content. | `npx skills add alivirgo/Major-AI-Skills --skill stop-sequence-truncation` |
| [`structured-outputs-strict-mode`](skills/structured-outputs-strict-mode/SKILL.md) | Use provider-supported structured output with a schema, handling refusals, truncation, and validation failures. | `npx skills add alivirgo/Major-AI-Skills --skill structured-outputs-strict-mode` |
| [`subagent-transcript-indexing`](skills/subagent-transcript-indexing/SKILL.md) | Locate relevant decisions or results in structured subagent transcripts without replaying every historical message. | `npx skills add alivirgo/Major-AI-Skills --skill subagent-transcript-indexing` |
| [`summarized-rag-memories`](skills/summarized-rag-memories/SKILL.md) | Summarize retrieved documents into task-relevant facts with source references before assembling model context. | `npx skills add alivirgo/Major-AI-Skills --skill summarized-rag-memories` |
| [`suppress-verbose-build-output`](skills/suppress-verbose-build-output/SKILL.md) | Use quiet build flags when useful while preserving exit status and actionable failure diagnostics. | `npx skills add alivirgo/Major-AI-Skills --skill suppress-verbose-build-output` |
| [`symbol-declaration-index`](skills/symbol-declaration-index/SKILL.md) | Generate or query compact symbol indexes with Ctags or Tree-sitter to locate declarations in large repositories. | `npx skills add alivirgo/Major-AI-Skills --skill symbol-declaration-index` |
| [`system-prompt-minifier`](skills/system-prompt-minifier/SKILL.md) | Reduce redundant prompt whitespace and repeated wording while checking that requirements remain intact. | `npx skills add alivirgo/Major-AI-Skills --skill system-prompt-minifier` |
| [`targeted-line-range-edits`](skills/targeted-line-range-edits/SKILL.md) | Apply localized edits to the relevant file region instead of regenerating an entire file. | `npx skills add alivirgo/Major-AI-Skills --skill targeted-line-range-edits` |
| [`temperature-zero-determinism`](skills/temperature-zero-determinism/SKILL.md) | Configure low-temperature generation where supported for tasks needing lower output variability, with independent correctness checks. | `npx skills add alivirgo/Major-AI-Skills --skill temperature-zero-determinism` |
| [`ternary-operator-utilization`](skills/ternary-operator-utilization/SKILL.md) | Use ternary expressions or nullish coalescing for simple value selection when they improve readability. | `npx skills add alivirgo/Major-AI-Skills --skill ternary-operator-utilization` |
| [`token-aware-chunking`](skills/token-aware-chunking/SKILL.md) | Split source code and documentation at semantic boundaries while respecting the target tokenizer's size limits. | `npx skills add alivirgo/Major-AI-Skills --skill token-aware-chunking` |
| [`token-bounded-summaries`](skills/token-bounded-summaries/SKILL.md) | Write compact task, milestone, or pull-request summaries within a requested token budget. | `npx skills add alivirgo/Major-AI-Skills --skill token-bounded-summaries` |
| [`token-budget-allocator`](skills/token-budget-allocator/SKILL.md) | Allocate a context budget across instructions, tool schemas, retrieved material, and conversation history. | `npx skills add alivirgo/Major-AI-Skills --skill token-budget-allocator` |
| [`token-efficient-markdown`](skills/token-efficient-markdown/SKILL.md) | Format concise Markdown with useful headings and tables while avoiding decorative or repetitive markup. | `npx skills add alivirgo/Major-AI-Skills --skill token-efficient-markdown` |
| [`token-usage-monitoring-hook`](skills/token-usage-monitoring-hook/SKILL.md) | Record request-level token usage, flag unexpected consumption, and enforce application-defined budget limits. | `npx skills add alivirgo/Major-AI-Skills --skill token-usage-monitoring-hook` |
| [`tool-choice-forcing`](skills/tool-choice-forcing/SKILL.md) | Select a required or named tool through supported API controls and validate the resulting arguments before execution. | `npx skills add alivirgo/Major-AI-Skills --skill tool-choice-forcing` |
| [`top-k-vector-pruning`](skills/top-k-vector-pruning/SKILL.md) | Tune retrieval count, relevance thresholds, and reranking for a RAG task using measured answer quality. | `npx skills add alivirgo/Major-AI-Skills --skill top-k-vector-pruning` |
| [`tree-sitter-scope-extractor`](skills/tree-sitter-scope-extractor/SKILL.md) | Use Tree-sitter to extract the enclosing function or class and relevant imports around a source location. | `npx skills add alivirgo/Major-AI-Skills --skill tree-sitter-scope-extractor` |
| [`type-alias-compression`](skills/type-alias-compression/SKILL.md) | Extract repeated complex type expressions into named aliases that keep signatures readable. | `npx skills add alivirgo/Major-AI-Skills --skill type-alias-compression` |
| [`zero-boilerplate-imports`](skills/zero-boilerplate-imports/SKILL.md) | Show only relevant import changes in code diffs while keeping complete executable files valid. | `npx skills add alivirgo/Major-AI-Skills --skill zero-boilerplate-imports` |
| [`zero-cat-bash-prevention`](skills/zero-cat-bash-prevention/SKILL.md) | Use bounded native file readers when available to inspect source with line numbers and relevant context. | `npx skills add alivirgo/Major-AI-Skills --skill zero-cat-bash-prevention` |
| [`zero-explanation-refactoring`](skills/zero-explanation-refactoring/SKILL.md) | Return a focused patch or executable code when a refactoring request explicitly calls for code-only output. | `npx skills add alivirgo/Major-AI-Skills --skill zero-explanation-refactoring` |

## enterprise

| Skill | Description | Install |
| --- | --- | --- |
| [`hubspot`](skills/hubspot/SKILL.md) | Manage HubSpot CRM objects and properties, configure workflows and private apps, and handle API rate limits. | `npx skills add alivirgo/Major-AI-Skills --skill hubspot` |
| [`ibm-maximo`](skills/ibm-maximo/SKILL.md) | Automate IBM Maximo asset workflows with MBO Jython scripts, OSLC REST interfaces, and MIF integrations. | `npx skills add alivirgo/Major-AI-Skills --skill ibm-maximo` |
| [`ptc-windchill`](skills/ptc-windchill/SKILL.md) | Automate Windchill PLM workflows through OData APIs, inspect Workgroup Manager integration, and troubleshoot MethodServer operations. | `npx skills add alivirgo/Major-AI-Skills --skill ptc-windchill` |
| [`salesforce`](skills/salesforce/SKILL.md) | Build Salesforce workflows using SOQL, Apex, Flows, Lightning Web Components, and scoped API integrations. | `npx skills add alivirgo/Major-AI-Skills --skill salesforce` |
| [`servicenow-desktop`](skills/servicenow-desktop/SKILL.md) | Automate ServiceNow agent and integration workflows using MID Server, Agent Client Collector, and Table REST APIs. | `npx skills add alivirgo/Major-AI-Skills --skill servicenow-desktop` |

## erp

| Skill | Description | Install |
| --- | --- | --- |
| [`dynamics-nav`](skills/dynamics-nav/SKILL.md) | Automate Dynamics NAV and Business Central workflows with AL/CAL codeunits, OData integrations, and server administration. | `npx skills add alivirgo/Major-AI-Skills --skill dynamics-nav` |
| [`oracle-ebs`](skills/oracle-ebs/SKILL.md) | Automate Oracle EBS workflows with Concurrent Programs, PL/SQL, Oracle Forms, and FNDLOAD configuration migrations. | `npx skills add alivirgo/Major-AI-Skills --skill oracle-ebs` |
| [`sap-gui`](skills/sap-gui/SKILL.md) | Automate SAP GUI workflows with VBScript or Python, inspect ALV controls, and troubleshoot scripting or landscape configuration. | `npx skills add alivirgo/Major-AI-Skills --skill sap-gui` |

## game-engines

| Skill | Description | Install |
| --- | --- | --- |
| [`cryengine`](skills/cryengine/SKILL.md) | Build CryEngine C++ plugins and Schematyc components; troubleshoot Sandbox Editor workflows and SVOGI lighting. | `npx skills add alivirgo/Major-AI-Skills --skill cryengine` |
| [`godot`](skills/godot/SKILL.md) | Build Godot 4 scenes and GDScript workflows, inspect physics behavior, and configure headless project exports. | `npx skills add alivirgo/Major-AI-Skills --skill godot` |
| [`rpg-maker`](skills/rpg-maker/SKILL.md) | Build RPG Maker MZ or MV JavaScript plugins, edit game data, and troubleshoot events or Pixi.js rendering. | `npx skills add alivirgo/Major-AI-Skills --skill rpg-maker` |
| [`unity`](skills/unity/SKILL.md) | Automate Unity editor and runtime workflows with C#, Addressables, render pipelines, and batch builds. | `npx skills add alivirgo/Major-AI-Skills --skill unity` |
| [`unreal-engine`](skills/unreal-engine/SKILL.md) | Build Unreal Engine workflows with Blueprints, C++, editor Python, and Unreal Automation Tool build or packaging jobs. | `npx skills add alivirgo/Major-AI-Skills --skill unreal-engine` |

## gis

| Skill | Description | Install |
| --- | --- | --- |
| [`arcgis-pro`](skills/arcgis-pro/SKILL.md) | Automate ArcGIS Pro geoprocessing with ArcPy, enterprise geodatabases, and Spatial Analyst workflows. | `npx skills add alivirgo/Major-AI-Skills --skill arcgis-pro` |
| [`qgis`](skills/qgis/SKILL.md) | Automate QGIS geospatial workflows with PyQGIS, qgis_process, GDAL/OGR, and PostGIS; inspect layers and troubleshoot processing jobs. | `npx skills add alivirgo/Major-AI-Skills --skill qgis` |

## knowledge

| Skill | Description | Install |
| --- | --- | --- |
| [`confluence`](skills/confluence/SKILL.md) | Organize Confluence page trees, macros, labels, and permissions; perform scoped content updates through the REST API. | `npx skills add alivirgo/Major-AI-Skills --skill confluence` |
| [`notion`](skills/notion/SKILL.md) | Create and update Notion pages, blocks, database entries, and property schemas through its API. | `npx skills add alivirgo/Major-AI-Skills --skill notion` |
| [`obsidian`](skills/obsidian/SKILL.md) | Organize Obsidian vaults with Markdown, URI links, Templater, Dataview, and local plugin workflows. | `npx skills add alivirgo/Major-AI-Skills --skill obsidian` |

## linux

| Skill | Description | Install |
| --- | --- | --- |
| [`omarchy`](skills/omarchy/SKILL.md) | Configure and extend the Omarchy Linux desktop, troubleshoot Hyprland and Quickshell, and customize Neovim or desktop themes. | `npx skills add alivirgo/Major-AI-Skills --skill omarchy` |

## macos

| Skill | Description | Install |
| --- | --- | --- |
| [`appcleaner`](skills/appcleaner/SKILL.md) | Inspect macOS application bundles and related files for AppCleaner workflows, review removal candidates, and troubleshoot SmartDelete behavior. | `npx skills add alivirgo/Major-AI-Skills --skill appcleaner` |
| [`dropover`](skills/dropover/SKILL.md) | Configure Dropover file-shelf workflows and URL integrations, and diagnose macOS gesture or window behavior. | `npx skills add alivirgo/Major-AI-Skills --skill dropover` |
| [`maccy`](skills/maccy/SKILL.md) | Configure Maccy clipboard workflows and inspect pasteboard, Secure Input, storage, or simulated-paste issues on macOS. | `npx skills add alivirgo/Major-AI-Skills --skill maccy` |
| [`macwhisper`](skills/macwhisper/SKILL.md) | Build MacWhisper transcription and subtitle workflows and troubleshoot local speech-model execution on Apple hardware. | `npx skills add alivirgo/Major-AI-Skills --skill macwhisper` |
| [`orbstack`](skills/orbstack/SKILL.md) | Configure OrbStack containers and Linux environments on macOS; troubleshoot shared files, emulation, and local networking. | `npx skills add alivirgo/Major-AI-Skills --skill orbstack` |
| [`raycast`](skills/raycast/SKILL.md) | Build Raycast extensions with React and TypeScript, create Script Commands, and troubleshoot URL schemes and extension execution on macOS. | `npx skills add alivirgo/Major-AI-Skills --skill raycast` |
| [`rectangle`](skills/rectangle/SKILL.md) | Configure Rectangle window shortcuts and multi-display layouts; troubleshoot macOS Accessibility permissions and URL actions. | `npx skills add alivirgo/Major-AI-Skills --skill rectangle` |
| [`shottr`](skills/shottr/SKILL.md) | Configure Shottr capture and OCR workflows on macOS and investigate scrolling-capture or graphics issues. | `npx skills add alivirgo/Major-AI-Skills --skill shottr` |
| [`velja`](skills/velja/SKILL.md) | Configure Velja browser-routing rules and URL handling on macOS, including tracking-parameter cleanup. | `npx skills add alivirgo/Major-AI-Skills --skill velja` |

## medical

| Skill | Description | Install |
| --- | --- | --- |
| [`3d-slicer`](skills/3d-slicer/SKILL.md) | Automate 3D Slicer research workflows with MRML, VTK/ITK, DICOM data, and Segment Editor. Use for software workflows, not clinical interpretation. | `npx skills add alivirgo/Major-AI-Skills --skill 3d-slicer` |
| [`horos`](skills/horos/SKILL.md) | Configure Horos DICOM and PACS workflows, automate DCMTK transfers, and troubleshoot plugins without interpreting clinical findings. | `npx skills add alivirgo/Major-AI-Skills --skill horos` |
| [`osirix`](skills/osirix/SKILL.md) | Configure OsiriX DICOM networking, database indexing, and hanging protocols for software workflows, not clinical interpretation. | `npx skills add alivirgo/Major-AI-Skills --skill osirix` |

## music

| Skill | Description | Install |
| --- | --- | --- |
| [`ableton-live`](skills/ableton-live/SKILL.md) | Automate Ableton Live sessions with Python MIDI Remote Scripts, Max for Live, AbletonOSC, and Link synchronization. | `npx skills add alivirgo/Major-AI-Skills --skill ableton-live` |
| [`cubase`](skills/cubase/SKILL.md) | Configure Cubase MIDI Remote scripts, Expression Maps, and MixConsole workflows; investigate ASIO Guard and performance issues. | `npx skills add alivirgo/Major-AI-Skills --skill cubase` |
| [`fl-studio`](skills/fl-studio/SKILL.md) | Script FL Studio MIDI controls, configure Patcher and mixer workflows, and troubleshoot automated rendering. | `npx skills add alivirgo/Major-AI-Skills --skill fl-studio` |
| [`logic-pro`](skills/logic-pro/SKILL.md) | Automate Logic Pro MIDI with Scripter JavaScript, configure Audio Units, and troubleshoot CoreAudio or spatial-audio workflows. | `npx skills add alivirgo/Major-AI-Skills --skill logic-pro` |
| [`pro-tools`](skills/pro-tools/SKILL.md) | Automate Pro Tools session workflows with its scripting SDK and troubleshoot AAX, HDX, or EUCON integration. | `npx skills add alivirgo/Major-AI-Skills --skill pro-tools` |

## network

| Skill | Description | Install |
| --- | --- | --- |
| [`cloudflare-dns`](skills/cloudflare-dns/SKILL.md) | Manage Cloudflare DNS records, proxy status, TTLs, and API tokens while planning and verifying DNS changes. | `npx skills add alivirgo/Major-AI-Skills --skill cloudflare-dns` |
| [`omada-controller`](skills/omada-controller/SKILL.md) | Manage TP-Link Omada controller workflows with the REST OpenAPI, device adoption, and VLAN or VPN configuration. | `npx skills add alivirgo/Major-AI-Skills --skill omada-controller` |
| [`wireguard`](skills/wireguard/SKILL.md) | Configure WireGuard keys, peers, interfaces, and AllowedIPs; troubleshoot routing and NAT traversal. | `npx skills add alivirgo/Major-AI-Skills --skill wireguard` |

## office

| Skill | Description | Install |
| --- | --- | --- |
| [`microsoft-excel`](skills/microsoft-excel/SKILL.md) | Automate Excel workbooks with Office Scripts, Power Query, VBA, and dynamic arrays while checking data consistency. | `npx skills add alivirgo/Major-AI-Skills --skill microsoft-excel` |

## plc-industrial

| Skill | Description | Install |
| --- | --- | --- |
| [`codesys`](skills/codesys/SKILL.md) | Develop CODESYS Structured Text and Python ScriptEngine workflows; troubleshoot fieldbus and OPC UA integration in a test environment. | `npx skills add alivirgo/Major-AI-Skills --skill codesys` |
| [`rockwell-studio-5000`](skills/rockwell-studio-5000/SKILL.md) | Work with Studio 5000 Logix projects, L5X files, and pycomm3 communications in an authorized industrial test environment. | `npx skills add alivirgo/Major-AI-Skills --skill rockwell-studio-5000` |
| [`siemens-tia-portal`](skills/siemens-tia-portal/SKILL.md) | Develop TIA Portal SCL and Openness automation, and inspect SIMATIC communications in an authorized test environment. | `npx skills add alivirgo/Major-AI-Skills --skill siemens-tia-portal` |

## productivity

| Skill | Description | Install |
| --- | --- | --- |
| [`asana`](skills/asana/SKILL.md) | Organize Asana projects and tasks, configure custom fields and rules, and automate scoped updates through its API. | `npx skills add alivirgo/Major-AI-Skills --skill asana` |
| [`jira`](skills/jira/SKILL.md) | Query Jira with JQL, manage issue fields and workflows, and plan scoped REST updates for project operations. | `npx skills add alivirgo/Major-AI-Skills --skill jira` |
| [`linear`](skills/linear/SKILL.md) | Manage Linear issues, projects, cycles, and labels through GraphQL and webhook-driven workflows. | `npx skills add alivirgo/Major-AI-Skills --skill linear` |
| [`slack`](skills/slack/SKILL.md) | Build Slack apps with Bolt, Block Kit, events, slash commands, and scoped Web API operations. | `npx skills add alivirgo/Major-AI-Skills --skill slack` |
| [`trello`](skills/trello/SKILL.md) | Organize Trello boards and cards, configure Butler automation or Power-Ups, and perform scoped REST updates. | `npx skills add alivirgo/Major-AI-Skills --skill trello` |

## scientific

| Skill | Description | Install |
| --- | --- | --- |
| [`comsol`](skills/comsol/SKILL.md) | Automate COMSOL models through Python, Java, or MATLAB integrations and diagnose solver-convergence issues. | `npx skills add alivirgo/Major-AI-Skills --skill comsol` |
| [`duckdb`](skills/duckdb/SKILL.md) | Query local CSV and Parquet files with DuckDB SQL, aggregate and join datasets, export analytical results, and troubleshoot schema drift or memory limits. | `npx skills add alivirgo/Major-AI-Skills --skill duckdb` |
| [`great-expectations`](skills/great-expectations/SKILL.md) | Define Great Expectations suites and checkpoints to validate datasets and enforce pipeline data-quality checks. | `npx skills add alivirgo/Major-AI-Skills --skill great-expectations` |
| [`huggingface-transformers`](skills/huggingface-transformers/SKILL.md) | Use Hugging Face Transformers pipelines, tokenizers, and AutoModel interfaces for inference and fine-tuning workflows. | `npx skills add alivirgo/Major-AI-Skills --skill huggingface-transformers` |
| [`jupyter`](skills/jupyter/SKILL.md) | Build reproducible Jupyter notebooks, manage kernels and execution order, and parameterize runs with papermill. | `npx skills add alivirgo/Major-AI-Skills --skill jupyter` |
| [`labview`](skills/labview/SKILL.md) | Automate LabVIEW dataflow and build workflows, integrate NI-DAQmx or VISA instruments, and diagnose hardware communication. | `npx skills add alivirgo/Major-AI-Skills --skill labview` |
| [`matlab`](skills/matlab/SKILL.md) | Automate MATLAB and Simulink workflows with Python integration, parallel loops, and MEX compilation. | `npx skills add alivirgo/Major-AI-Skills --skill matlab` |
| [`mlflow`](skills/mlflow/SKILL.md) | Track machine-learning experiments, parameters, metrics, artifacts, and model-registry changes with MLflow. | `npx skills add alivirgo/Major-AI-Skills --skill mlflow` |
| [`opencv`](skills/opencv/SKILL.md) | Build OpenCV image and video processing workflows with transforms, contours, capture, and classical vision operations. | `npx skills add alivirgo/Major-AI-Skills --skill opencv` |
| [`originpro`](skills/originpro/SKILL.md) | Automate OriginPro data analysis with Python or LabTalk, configure nonlinear fitting, and inspect peak-analysis workflows. | `npx skills add alivirgo/Major-AI-Skills --skill originpro` |
| [`pandas`](skills/pandas/SKILL.md) | Load, clean, join, and aggregate tabular data with pandas while managing data types and memory use. | `npx skills add alivirgo/Major-AI-Skills --skill pandas` |
| [`polars`](skills/polars/SKILL.md) | Build Polars expression and LazyFrame pipelines for CSV or Parquet analytics with selective and streaming scans. | `npx skills add alivirgo/Major-AI-Skills --skill polars` |
| [`pytorch`](skills/pytorch/SKILL.md) | Build PyTorch models and training loops, manage devices and checkpoints, and verify evaluation or inference behavior. | `npx skills add alivirgo/Major-AI-Skills --skill pytorch` |
| [`scikit-learn`](skills/scikit-learn/SKILL.md) | Build scikit-learn preprocessing and model pipelines with cross-validation, model selection, and data-leakage checks. | `npx skills add alivirgo/Major-AI-Skills --skill scikit-learn` |
| [`spark`](skills/spark/SKILL.md) | Build Spark DataFrame and SQL jobs, tune partitions and shuffle behavior, and diagnose local or cluster execution failures. | `npx skills add alivirgo/Major-AI-Skills --skill spark` |

## testing

| Skill | Description | Install |
| --- | --- | --- |
| [`playwright`](skills/playwright/SKILL.md) | Write and debug Playwright end-to-end tests using role and label locators, isolated fixtures, authentication state, and traces for failed browser workflows. | `npx skills add alivirgo/Major-AI-Skills --skill playwright` |
| [`playwright-ci`](skills/playwright-ci/SKILL.md) | Configure Playwright in CI with sharding, merged reports, failure traces, seeded test data, and repeatable authentication. Use for pipeline-specific failures. | `npx skills add alivirgo/Major-AI-Skills --skill playwright-ci` |

## video-editing

| Skill | Description | Install |
| --- | --- | --- |
| [`adobe-after-effects`](skills/adobe-after-effects/SKILL.md) | Create and update After Effects compositions, expressions, and render queues using ExtendScript and Essential Graphics workflows. | `npx skills add alivirgo/Major-AI-Skills --skill adobe-after-effects` |
| [`adobe-premiere-pro`](skills/adobe-premiere-pro/SKILL.md) | Automate Premiere Pro sequences and markers, exchange EDL/XML data, and prepare Media Encoder jobs with scripting workflows. | `npx skills add alivirgo/Major-AI-Skills --skill adobe-premiere-pro` |
| [`davinci-resolve`](skills/davinci-resolve/SKILL.md) | Automate DaVinci Resolve media and timelines with its scripting API, build Fusion workflows, and configure render jobs. | `npx skills add alivirgo/Major-AI-Skills --skill davinci-resolve` |
| [`final-cut-pro`](skills/final-cut-pro/SKILL.md) | Automate Final Cut Pro interchange with FCPXML, prepare Motion or Compressor workflows, and troubleshoot media rendering. | `npx skills add alivirgo/Major-AI-Skills --skill final-cut-pro` |
| [`remotion`](skills/remotion/SKILL.md) | Create React video compositions with Remotion, parameterize timelines with props, and configure CLI or server-side rendering. | `npx skills add alivirgo/Major-AI-Skills --skill remotion` |
| [`vegas-pro`](skills/vegas-pro/SKILL.md) | Automate VEGAS Pro timelines and rendering with its C# scripting API; troubleshoot OpenFX and hardware encoding. | `npx skills add alivirgo/Major-AI-Skills --skill vegas-pro` |

## windows

| Skill | Description | Install |
| --- | --- | --- |
| [`autohotkey-v2`](skills/autohotkey-v2/SKILL.md) | Write AutoHotkey v2 desktop scripts for window management and Win32 integration; troubleshoot permissions and compile scripts with Ahk2Exe. | `npx skills add alivirgo/Major-AI-Skills --skill autohotkey-v2` |
| [`eartrumpet`](skills/eartrumpet/SKILL.md) | Inspect and route per-application audio with EarTrumpet, WASAPI, and pycaw; troubleshoot audio sessions and output devices. | `npx skills add alivirgo/Major-AI-Skills --skill eartrumpet` |
| [`everything`](skills/everything/SKILL.md) | Search Windows files with Everything and es.exe, integrate the SDK or IPC interface, and troubleshoot NTFS index behavior. | `npx skills add alivirgo/Major-AI-Skills --skill everything` |
| [`flow-launcher`](skills/flow-launcher/SKILL.md) | Build Flow Launcher plugins with C# or Python JSON-RPC, configure plugin manifests, and integrate Everything search. | `npx skills add alivirgo/Major-AI-Skills --skill flow-launcher` |
| [`microsoft-powertoys`](skills/microsoft-powertoys/SKILL.md) | Configure PowerToys FancyZones, Run, Keyboard Manager, and Awake; automate settings and troubleshoot Windows utility behavior. | `npx skills add alivirgo/Major-AI-Skills --skill microsoft-powertoys` |
| [`sandboxie-plus`](skills/sandboxie-plus/SKILL.md) | Configure Sandboxie-Plus isolation settings and disposable test environments, and troubleshoot sandbox execution boundaries. | `npx skills add alivirgo/Major-AI-Skills --skill sandboxie-plus` |
| [`scoop`](skills/scoop/SKILL.md) | Manage Windows tools with Scoop manifests, buckets, and shims; troubleshoot package installation and download behavior. | `npx skills add alivirgo/Major-AI-Skills --skill scoop` |
| [`sharex`](skills/sharex/SKILL.md) | Configure ShareX capture, recording, OCR, and custom uploader workflows with CLI or API integrations. | `npx skills add alivirgo/Major-AI-Skills --skill sharex` |
| [`system-informer`](skills/system-informer/SKILL.md) | Inspect Windows processes and memory with System Informer and native APIs; troubleshoot driver and diagnostic access. | `npx skills add alivirgo/Major-AI-Skills --skill system-informer` |
| [`wiztree`](skills/wiztree/SKILL.md) | Analyze disk usage with WizTree, export storage-audit CSVs, and troubleshoot NTFS scan behavior. | `npx skills add alivirgo/Major-AI-Skills --skill wiztree` |