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Merge branch 'main' into add-skill-copilot-java-helidon
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@@ -40,6 +40,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-plugins) for guidelines on how t
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| [cms-development](../plugins/cms-development/README.md) | Skills for CMS development across themes, plugins, admin tooling, media workflows, markdown rendering, and static export pipelines. | 3 items | cms, content-management-system, wordpress, shopify, drupal, theme, plugin, media, static-site |
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| [context-engineering](../plugins/context-engineering/README.md) | Tools and techniques for maximizing GitHub Copilot effectiveness through better context management. Includes guidelines for structuring code, an agent for planning multi-file changes, and prompts for context-aware development. | 4 items | context, productivity, refactoring, best-practices, architecture |
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| [context-matic](../plugins/context-matic/README.md) | Coding agents hallucinate APIs. ContextMatic gives them curated, versioned API and SDK docs. Ask your agent to "integrate the payments API" and it guesses — falling back on outdated training data and generic patterns that don't match your actual SDK. ContextMatic solves this by giving the agent deterministic, version-aware, SDK-native context at the exact moment it's needed. | 2 items | api-context, api-integration, mcp, sdk, apimatic, third-party-apis, sdks |
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| [convert-to-md](../plugins/convert-to-md/README.md) | A collection of Copilot skills that convert common document formats into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Just tell Copilot what you need — the right skill is invoked automatically and the conversion happens behind the scenes. | 3 items | skills, configuration, copilot, convert-word-to-md, convert-excel-to-md, convert-pdf-to-md |
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| [copilot-sdk](../plugins/copilot-sdk/README.md) | Build applications with the GitHub Copilot SDK across multiple programming languages. Includes comprehensive instructions for C#, Go, Node.js/TypeScript, and Python to help you create AI-powered applications. | 1 items | copilot-sdk, sdk, csharp, go, nodejs, typescript, python, ai, github-copilot |
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| [csharp-dotnet-development](../plugins/csharp-dotnet-development/README.md) | Essential prompts, instructions, and chat modes for C# and .NET development including testing, documentation, and best practices. | 9 items | csharp, dotnet, aspnet, testing |
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| [database-data-management](../plugins/database-data-management/README.md) | Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices. | 6 items | database, sql, postgresql, sql-server, dba, optimization, queries, data-management |
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@@ -100,7 +100,10 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
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| [context-map](../skills/context-map/SKILL.md)<br />`gh skills install github/awesome-copilot context-map` | Generate a map of all files relevant to a task before making changes | None |
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| [conventional-branch](../skills/conventional-branch/SKILL.md)<br />`gh skills install github/awesome-copilot conventional-branch` | Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming a branch, or checking whether a branch name complies with the spec. | None |
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| [conventional-commit](../skills/conventional-commit/SKILL.md)<br />`gh skills install github/awesome-copilot conventional-commit` | Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including instructions, examples, and validation. | None |
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| [convert-excel-to-md](../skills/convert-excel-to-md/SKILL.md)<br />`gh skills install github/awesome-copilot convert-excel-to-md` | Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .xlsx file — even if they don't say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", "chart", or "analyze" a spreadsheet, workbook, budget, data export, or tracker. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .xlsx content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of Excel workbooks. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped. | `references/setup.md`<br />`scripts/convert_excel_to_md.py`<br />`scripts/requirements.txt` |
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| [convert-pdf-to-md](../skills/convert-pdf-to-md/SKILL.md)<br />`gh skills install github/awesome-copilot convert-pdf-to-md` | Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .pdf file — even if they don't say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", or "analyze" a PDF report, paper, invoice, form, contract, or scanned document. Always run the bundled conversion script to produce Markdown first; do not attempt to parse PDF content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of PDF documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped. | `references/setup.md`<br />`scripts/convert_pdf_to_md.py`<br />`scripts/requirements.txt` |
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| [convert-plaintext-to-md](../skills/convert-plaintext-to-md/SKILL.md)<br />`gh skills install github/awesome-copilot convert-plaintext-to-md` | Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option. | None |
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| [convert-word-to-md](../skills/convert-word-to-md/SKILL.md)<br />`gh skills install github/awesome-copilot convert-word-to-md` | Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .docx file — even if they don't say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", or "analyze" a Word document, resume, report, contract, or proposal. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .docx content directly or write ad-hoc conversion code. Also use this skill for batch requests involving a whole folder of Word documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped. | `references/setup.md`<br />`scripts/convert_word_to_md.py`<br />`scripts/requirements.txt` |
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| [copilot-cli-quickstart](../skills/copilot-cli-quickstart/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-cli-quickstart` | Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say "start tutorial" or ask a question! Note: This skill targets GitHub Copilot CLI specifically and uses CLI-specific tools (ask_user, sql, fetch_copilot_cli_documentation). | None |
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| [copilot-instructions-blueprint-generator](../skills/copilot-instructions-blueprint-generator/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-instructions-blueprint-generator` | Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions. | None |
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| [copilot-pr-autopilot](../skills/copilot-pr-autopilot/SKILL.md)<br />`gh skills install github/awesome-copilot copilot-pr-autopilot` | Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent's reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI 🔄 or substantive-commit push). | `references/01-request-review.md`<br />`references/02-wait.md`<br />`references/03-list-threads.md`<br />`references/04-triage.md`<br />`references/05-fix.md`<br />`references/06-build-test.md`<br />`references/07-commit-push.md`<br />`references/08-reply-resolve.md`<br />`references/09-convergence.md`<br />`references/10-cleanup.md`<br />`references/api-quirks.md`<br />`references/orchestration.md`<br />`scripts/01-request-review.ps1`<br />`scripts/02-check-review-status.ps1`<br />`scripts/03-list-open-threads.ps1`<br />`scripts/08-reply-and-resolve.ps1`<br />`scripts/09-review-round.ps1`<br />`scripts/10-cleanup-outdated.ps1`<br />`scripts/_lib.ps1`<br />`templates` |
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@@ -250,7 +253,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
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| [microsoft-code-reference](../skills/microsoft-code-reference/SKILL.md)<br />`gh skills install github/awesome-copilot microsoft-code-reference` | Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs. | None |
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| [microsoft-docs](../skills/microsoft-docs/SKILL.md)<br />`gh skills install github/awesome-copilot microsoft-docs` | Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com. | None |
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| [microsoft-skill-creator](../skills/microsoft-skill-creator/SKILL.md)<br />`gh skills install github/awesome-copilot microsoft-skill-creator` | Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation. | `references/skill-templates.md` |
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| [migrating-oracle-to-postgres-stored-procedures](../skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md)<br />`gh skills install github/awesome-copilot migrating-oracle-to-postgres-stored-procedures` | Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies COLLATE "C" for Oracle-compatible text sorting. Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration. | None |
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| [migrating-oracle-to-postgres-stored-procedures](../skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md)<br />`gh skills install github/awesome-copilot migrating-oracle-to-postgres-stored-procedures` | Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies explicit collation mapping (`COLLATE "C"` only when appropriate, locale collations when required). Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration. | None |
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| [minecraft-plugin-development](../skills/minecraft-plugin-development/SKILL.md)<br />`gh skills install github/awesome-copilot minecraft-plugin-development` | Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persistent progression, economy or profile data, configuration files, Adventure text, and version-safe API usage. Trigger for requests like "build a Minecraft plugin", "add a Paper command", "fix a Bukkit listener", "create plugin.yml", "implement a minigame mechanic", "add a perk or quest system", or "debug server plugin behavior". | `references/bootstrap-registration.md`<br />`references/build-test-and-runtime-validation.md`<br />`references/config-data-and-async.md`<br />`references/maps-heroes-and-feature-modules.md`<br />`references/minigame-instance-flow.md`<br />`references/persistent-progression-and-events.md`<br />`references/project-patterns.md`<br />`references/state-sessions-and-phases.md` |
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| [mini-context-graph](../skills/mini-context-graph/SKILL.md)<br />`gh skills install github/awesome-copilot mini-context-graph` | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern<br />with a structured knowledge graph. Ingest documents once — the LLM writes wiki<br />pages, extracts entities/relations into the graph, and stores raw content for<br />evidence retrieval. Knowledge accumulates and cross-references; it is never<br />re-derived from scratch. | `references/ingestion.md`<br />`references/lint.md`<br />`references/ontology.md`<br />`references/retrieval.md`<br />`scripts/config.py`<br />`scripts/contextgraph.py`<br />`scripts/template_agent_workflow.py`<br />`scripts/tools` |
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| [mkdocs-translations](../skills/mkdocs-translations/SKILL.md)<br />`gh skills install github/awesome-copilot mkdocs-translations` | Generate a language translation for a mkdocs documentation stack. | None |
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@@ -336,7 +339,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
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| [repo-story-time](../skills/repo-story-time/SKILL.md)<br />`gh skills install github/awesome-copilot repo-story-time` | Generate a comprehensive repository summary and narrative story from commit history | None |
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| [resemble-detect](../skills/resemble-detect/SKILL.md)<br />`gh skills install github/awesome-copilot resemble-detect` | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI | `LICENSE`<br />`references/api-reference.md` |
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| [review-and-refactor](../skills/review-and-refactor/SKILL.md)<br />`gh skills install github/awesome-copilot review-and-refactor` | Review and refactor code in your project according to defined instructions | None |
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| [reviewing-oracle-to-postgres-migration](../skills/reviewing-oracle-to-postgres-migration/SKILL.md)<br />`gh skills install github/awesome-copilot reviewing-oracle-to-postgres-migration` | Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting, timestamps, concurrent transactions, etc.). Use when planning a database migration, reviewing migration artifacts, or validating that integration tests cover Oracle/PostgreSQL differences. | `references/REFERENCE.md`<br />`references/empty-strings-handling.md`<br />`references/no-data-found-exceptions.md`<br />`references/oracle-parentheses-from-clause.md`<br />`references/oracle-to-postgres-sorting.md`<br />`references/oracle-to-postgres-timestamp-timezone.md`<br />`references/oracle-to-postgres-to-char-numeric.md`<br />`references/oracle-to-postgres-type-coercion.md`<br />`references/postgres-concurrent-transactions.md`<br />`references/postgres-refcursor-handling.md` |
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| [reviewing-oracle-to-postgres-migration](../skills/reviewing-oracle-to-postgres-migration/SKILL.md)<br />`gh skills install github/awesome-copilot reviewing-oracle-to-postgres-migration` | Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting/collations, UNION ALL planner risks, materialized-view refresh requirements, timestamps, concurrent transactions, etc.). Use when planning a database migration, reviewing migration artifacts, or validating that integration tests cover Oracle/PostgreSQL differences. | `references/REFERENCE.md`<br />`references/empty-strings-handling.md`<br />`references/no-data-found-exceptions.md`<br />`references/oracle-parentheses-from-clause.md`<br />`references/oracle-to-postgres-sorting.md`<br />`references/oracle-to-postgres-timestamp-timezone.md`<br />`references/oracle-to-postgres-to-char-numeric.md`<br />`references/oracle-to-postgres-type-coercion.md`<br />`references/postgres-concurrent-transactions.md`<br />`references/postgres-materialized-view-refresh.md`<br />`references/postgres-refcursor-handling.md`<br />`references/postgres-union-all-planner.md` |
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| [rhino3d-scripts](../skills/rhino3d-scripts/SKILL.md)<br />`gh skills install github/awesome-copilot rhino3d-scripts` | Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling tasks; build command macros; manipulate Rhino geometry, layers, blocks, or document objects; pick objects from the viewport; control redraw and undo; or load and run scripts from the Rhino Script Editor. Covers `rhinoscriptsyntax`, `scriptcontext`, the `Rhino.*` RhinoCommon namespaces (`Rhino.Geometry`, `Rhino.DocObjects`, `Rhino.Input`, `Rhino.UI`, `Rhino.Display`, `Rhino.FileIO`), and the Rhino 8 unified Script Editor. | `references/macros-and-loading.md`<br />`references/rhinocommon-map.md`<br />`references/rhinoscriptsyntax-cheatsheet.md`<br />`references/vbscript-quirks.md` |
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| [roundup](../skills/roundup/SKILL.md)<br />`gh skills install github/awesome-copilot roundup` | Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define. | None |
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| [roundup-setup](../skills/roundup-setup/SKILL.md)<br />`gh skills install github/awesome-copilot roundup-setup` | Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow. | `references/config-template.md` |
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@@ -363,6 +366,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
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| [sql-optimization](../skills/sql-optimization/SKILL.md)<br />`gh skills install github/awesome-copilot sql-optimization` | Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance. | None |
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| [sql-server-table-reconciliation](../skills/sql-server-table-reconciliation/SKILL.md)<br />`gh skills install github/awesome-copilot sql-server-table-reconciliation` | Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses mssql-python driver with Apache Arrow for fast columnar data transfer and comparison. | `scripts/reconcile.py` |
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| [ssma-console](../skills/ssma-console/SKILL.md)<br />`gh skills install github/awesome-copilot ssma-console` | Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration | None |
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| [steno-mode](../skills/steno-mode/SKILL.md)<br />`gh skills install github/awesome-copilot steno-mode` | Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals. Use when the user says "steno mode", "shorthand mode", "compressed responses", "token reduction", "brief structured output", or invokes /steno. Supports four compression levels: lite, brief, court, machine. Do not trigger for requests needing polished prose such as onboarding/tutorial content, stakeholder or customer-facing copy, or teaching-focused explanations. | None |
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| [structured-autonomy-generate](../skills/structured-autonomy-generate/SKILL.md)<br />`gh skills install github/awesome-copilot structured-autonomy-generate` | Structured Autonomy Implementation Generator Prompt | None |
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| [structured-autonomy-implement](../skills/structured-autonomy-implement/SKILL.md)<br />`gh skills install github/awesome-copilot structured-autonomy-implement` | Structured Autonomy Implementation Prompt | None |
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| [structured-autonomy-plan](../skills/structured-autonomy-plan/SKILL.md)<br />`gh skills install github/awesome-copilot structured-autonomy-plan` | Structured Autonomy Planning Prompt | None |
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@@ -376,6 +380,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
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| [threat-model-analyst](../skills/threat-model-analyst/SKILL.md)<br />`gh skills install github/awesome-copilot threat-model-analyst` | Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly. | `references/analysis-principles.md`<br />`references/diagram-conventions.md`<br />`references/incremental-orchestrator.md`<br />`references/orchestrator.md`<br />`references/output-formats.md`<br />`references/skeletons`<br />`references/tmt-element-taxonomy.md`<br />`references/verification-checklist.md` |
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| [tiny-stepping](../skills/tiny-stepping/SKILL.md)<br />`gh skills install github/awesome-copilot tiny-stepping` | Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before continuing. Use for careful, iterative implementation with continuous validation. | None |
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| [tldr-prompt](../skills/tldr-prompt/SKILL.md)<br />`gh skills install github/awesome-copilot tldr-prompt` | Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries. | None |
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| [tm7-threat-model](../skills/tm7-threat-model/SKILL.md)<br />`gh skills install github/awesome-copilot tm7-threat-model` | Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to create, generate, or modify a .tm7 threat model file, or when performing STRIDE threat modeling that should output a .tm7 file that opens cleanly in the Microsoft Threat Modeling Tool. | `assets/example-minimal.tm7` |
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| [transloadit-media-processing](../skills/transloadit-media-processing/SKILL.md)<br />`gh skills install github/awesome-copilot transloadit-media-processing` | Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale. | None |
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| [typescript-mcp-server-generator](../skills/typescript-mcp-server-generator/SKILL.md)<br />`gh skills install github/awesome-copilot typescript-mcp-server-generator` | Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration | None |
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| [typespec-api-operations](../skills/typespec-api-operations/SKILL.md)<br />`gh skills install github/awesome-copilot typespec-api-operations` | Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards | None |
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