Dan Velton eb7d223446 Add doublecheck plugin: three-layer verification pipeline for AI output (#978) ...

* Add doublecheck plugin: three-layer verification pipeline for AI output

Adds a new plugin that helps users verify AI-generated content before
acting on it. Designed for sensitive contexts (legal, medical, financial,
compliance) where hallucinations carry real consequences.

Three verification layers:
- Self-Audit: extracts verifiable claims, checks internal consistency
- Source Verification: web searches per claim, produces URLs for human review
- Adversarial Review: assumes errors exist, checks hallucination patterns

Supports persistent mode (auto-verifies every factual response inline)
and one-shot mode (full report on specific text). Confidence ratings:
VERIFIED, PLAUSIBLE, UNVERIFIED, DISPUTED, FABRICATION RISK.

Includes:
- Skill (skills/doublecheck/) with bundled report template
- Agent (agents/doublecheck.agent.md) for interactive verification
- Plugin package (plugins/doublecheck/) bundling both

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address review: fix tools YAML format, remove materialized artifacts

- Fix tools frontmatter in agents/doublecheck.agent.md to use standard
  YAML list format instead of flow sequence with trailing comma
- Remove plugins/doublecheck/agents/ and plugins/doublecheck/skills/
  from tracking; these paths are in .gitignore as CI-materialized
  artifacts that should not be committed

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

2026-03-12 12:35:43 +11:00

..

add-educational-comments

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

agent-governance

fix: address Copilot PR review comments on agent-governance skill

2026-02-18 14:50:40 -08:00

agentic-eval

Add agentic-eval skill for agent evaluation patterns

2026-01-18 19:39:54 -08:00

ai-prompt-engineering-safety-review

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

appinsights-instrumentation

Move language specific instructions to sub references folder

2026-01-09 11:25:32 -08:00

apple-appstore-reviewer

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2026-02-24 14:39:33 +11:00

arch-linux-triage

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2026-02-24 14:39:33 +11:00

architecture-blueprint-generator

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2026-02-24 14:39:33 +11:00

aspire

refactor(aspire): flatten skill to references/, version-gate MCP tools, simplify integrations catalog

2026-02-08 19:53:48 -06:00

aspnet-minimal-api-openapi

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

automate-this

Add automate-this plugin: screen recording to automation scripts (#930)

2026-03-09 14:46:32 +11:00

az-cost-optimize

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

azure-deployment-preflight

Add azure deployment preflight skill

2026-01-21 10:39:33 -08:00

azure-devops-cli

[azure-devops-cli] Add note for legacy URL replacement in SKILL.md (#958)

2026-03-11 11:04:36 +11:00

azure-pricing

Azure pricing skill (#859)

2026-03-05 21:53:41 +11:00

azure-resource-health-diagnose

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

azure-resource-visualizer

Add azure-resource-visualizer skill

2026-01-12 09:53:29 -08:00

azure-role-selector

Update skills/azure-role-selector/SKILL.md

2026-01-05 11:31:06 -08:00

azure-static-web-apps

Add new skill for creating, testing, deploying, and updating Azure Static Web Apps

2026-01-16 10:42:27 -08:00

bigquery-pipeline-audit

Migrate bigquery-pipeline-audit from prompt to skill

2026-02-25 15:09:25 +11:00

boost-prompt

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

breakdown-epic-arch

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breakdown-epic-pm

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breakdown-feature-implementation

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breakdown-feature-prd

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breakdown-plan

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2026-02-24 14:39:33 +11:00

breakdown-test

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2026-02-24 14:39:33 +11:00

centos-linux-triage

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2026-02-24 14:39:33 +11:00

chrome-devtools

Add 8 new skills for development tools and workflows

2026-01-23 00:18:52 +07:00

cli-mastery

feat: add cli-mastery skill — interactive Copilot CLI training (#915)

2026-03-09 15:49:23 +11:00

cloud-design-patterns

Add Cloud Design Patterns skill for distributed systems architecture (#942)

2026-03-12 11:53:00 +11:00

code-exemplars-blueprint-generator

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2026-02-24 14:39:33 +11:00

comment-code-generate-a-tutorial

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containerize-aspnet-framework

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containerize-aspnetcore

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context-map

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conventional-commit

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convert-plaintext-to-md

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2026-02-24 14:39:33 +11:00

copilot-cli-quickstart

Update skills/copilot-cli-quickstart/SKILL.md

2026-02-12 12:33:46 -08:00

copilot-instructions-blueprint-generator

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2026-02-24 14:39:33 +11:00

copilot-sdk

feat(skills): Add GitHub Copilot SDK skill

2026-01-29 00:19:53 +02:00

copilot-spaces

Add copilot-spaces skill (#889)

2026-03-06 08:06:55 +11:00

copilot-usage-metrics

Add copilot-usage-metrics skill

2026-02-17 14:59:25 +00:00

cosmosdb-datamodeling

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2026-02-24 14:39:33 +11:00

create-agentsmd

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create-architectural-decision-record

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create-github-action-workflow-specification

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create-github-issue-feature-from-specification

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create-github-issues-feature-from-implementation-plan

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create-github-issues-for-unmet-specification-requirements

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create-github-pull-request-from-specification

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create-implementation-plan

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create-llms

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create-oo-component-documentation

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create-readme

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create-specification

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create-spring-boot-java-project

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create-spring-boot-kotlin-project

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create-technical-spike

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create-tldr-page

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create-web-form

codespell: make each word of acronym bold

2026-02-09 21:27:17 -05:00

creating-oracle-to-postgres-master-migration-plan

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

creating-oracle-to-postgres-migration-bug-report

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

creating-oracle-to-postgres-migration-integration-tests

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

csharp-async

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

csharp-docs

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csharp-mcp-server-generator

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csharp-mstest

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csharp-nunit

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csharp-tunit

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csharp-xunit

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2026-02-24 14:39:33 +11:00

datanalysis-credit-risk

Data analysis skills specifically designed for the financial risk control field (#823)

2026-03-02 19:31:21 +11:00

dataverse-python-advanced-patterns

Convert all prompts to skills and update plugin manifests

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dataverse-python-production-code

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dataverse-python-quickstart

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dataverse-python-usecase-builder

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debian-linux-triage

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declarative-agents

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devops-rollout-plan

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documentation-writer

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dotnet-best-practices

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dotnet-design-pattern-review

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dotnet-upgrade

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2026-02-24 14:39:33 +11:00

doublecheck

Add doublecheck plugin: three-layer verification pipeline for AI output (#978)

2026-03-12 12:35:43 +11:00

editorconfig

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ef-core

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2026-02-24 14:39:33 +11:00

entra-agent-user

feat: add entra-agent-user skill for creating Agent Users in Microsoft Entra ID

2026-02-21 12:04:15 +01:00

excalidraw-diagram-generator

chore: add gitignore for skill scripts

2026-02-03 15:51:39 +09:00

fabric-lakehouse

Update skills/fabric-lakehouse/SKILL.md

2026-02-17 11:18:43 -08:00

fedora-linux-triage

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finalize-agent-prompt

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finnish-humanizer

refactor: convert prompt to skill format

2026-02-16 17:01:12 +02:00

first-ask

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

flowstudio-power-automate-build

feat: add flowstudio-power-automate-debug and flowstudio-power-automate-build skills (#899)

2026-03-09 09:58:31 +11:00

flowstudio-power-automate-debug

feat: add flowstudio-power-automate-debug and flowstudio-power-automate-build skills (#899)

2026-03-09 09:58:31 +11:00

flowstudio-power-automate-mcp

feat: add power-automate-mcp skill (#896)

2026-03-06 15:16:11 +11:00

fluentui-blazor

Add fluentui-blazor skill

2026-02-16 22:43:41 +01:00

folder-structure-blueprint-generator

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2026-02-24 14:39:33 +11:00

game-engine

resolve file names and permission

2026-02-22 23:31:59 -05:00

gen-specs-as-issues

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2026-02-24 14:39:33 +11:00

generate-custom-instructions-from-codebase

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2026-02-24 14:39:33 +11:00

gh-cli

Fix gh pr review body flag

2026-02-09 09:06:56 +00:00

git-commit

Add 8 new skills for development tools and workflows

2026-01-23 00:18:52 +07:00

git-flow-branch-creator

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

github-copilot-starter

Fix outdated Copilot skill references for agents and skills in github-copilot-starter (#918)

2026-03-10 10:10:35 +11:00

github-issues

fix: improve github-issues skill trigger phrases and fix GraphQL dependency examples (#946)

2026-03-10 10:44:35 +11:00

go-mcp-server-generator

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

image-manipulation-image-magick

Fix skill name mismatch - update name to match folder

2026-01-21 16:48:38 +00:00

import-infrastructure-as-code

Azure cloud development import infrastructure (#844)

2026-03-02 19:32:24 +11:00

java-add-graalvm-native-image-support

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2026-02-24 14:39:33 +11:00

java-docs

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java-junit

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java-mcp-server-generator

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2026-02-24 14:39:33 +11:00

java-refactoring-extract-method

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java-refactoring-remove-parameter

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2026-02-24 14:39:33 +11:00

java-springboot

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javascript-typescript-jest

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kotlin-mcp-server-generator

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2026-02-24 14:39:33 +11:00

kotlin-springboot

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2026-02-24 14:39:33 +11:00

legacy-circuit-mockups

add reference files for new skill legacy-circuit-mockups

2026-01-19 20:26:57 -05:00

make-repo-contribution

chore: add security guardrails to make-repo-contribution skill

2026-02-17 15:27:02 -06:00

make-skill-template

Add new skill for psuedo agentic skill creation

2026-01-18 22:02:12 -05:00

markdown-to-html

Apply suggestions from code review

2026-01-29 00:49:17 -05:00

mcp-cli

Add 8 new skills for development tools and workflows

2026-01-23 00:18:52 +07:00

mcp-configure

Convert mcp-setup command to mcp-configure skill

2026-02-24 20:18:07 -06:00

mcp-copilot-studio-server-generator

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2026-02-24 14:39:33 +11:00

mcp-create-adaptive-cards

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2026-02-24 14:39:33 +11:00

mcp-create-declarative-agent

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2026-02-24 14:39:33 +11:00

mcp-deploy-manage-agents

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2026-02-24 14:39:33 +11:00

meeting-minutes

docs(skill): remove change history section from SKILL.md

2026-02-04 06:40:46 +08:00

memory-merger

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

mentoring-juniors

feat: add mentoring-juniors skill for Socratic mentoring methodology (#825)

2026-03-03 10:06:32 +11:00

microsoft-code-reference

add latest skill

2026-01-14 16:07:31 +08:00

microsoft-docs

refactor: Simplify microsoft-docs skill to default-Learn-with-exceptions pattern, add Aspire MCP version gate

2026-02-08 20:27:08 -06:00

microsoft-skill-creator

Add microsoft-skill-creator skill

2026-02-10 14:03:06 +08:00

migrating-oracle-to-postgres-stored-procedures

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

mkdocs-translations

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2026-02-24 14:39:33 +11:00

model-recommendation

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2026-02-24 14:39:33 +11:00

msstore-cli

Add agent skill for Microsoft Store CLI (msstore) (#846)

2026-03-02 11:05:48 +11:00

multi-stage-dockerfile

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2026-02-24 14:39:33 +11:00

my-issues

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2026-02-24 14:39:33 +11:00

my-pull-requests

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2026-02-24 14:39:33 +11:00

nano-banana-pro-openrouter

fix(SKILL.md): enhance troubleshooting section with common errors and resolutions

2026-02-10 10:03:49 +08:00

napkin

Add napkin plugin: visual whiteboard collaboration for Copilot CLI (#929)

2026-03-09 15:50:20 +11:00

next-intl-add-language

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

noob-mode

Add noob-mode skill and plugin (#857)

2026-03-03 10:31:40 +11:00

nuget-manager

Address PR feedback

2026-01-06 21:35:41 +01:00

openapi-to-application-code

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2026-02-24 14:39:33 +11:00

pdftk-server

Apply suggestions from code review

2026-02-15 21:46:03 -05:00

penpot-uiux-design

Add Penpot MCP server setup and troubleshooting guide

2026-02-03 10:06:49 +03:00

php-mcp-server-generator

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2026-02-24 14:39:33 +11:00

planning-oracle-to-postgres-migration-integration-testing

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

plantuml-ascii

Add 8 new skills for development tools and workflows

2026-01-23 00:18:52 +07:00

playwright-automation-fill-in-form

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2026-02-24 14:39:33 +11:00

playwright-explore-website

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2026-02-24 14:39:33 +11:00

playwright-generate-test

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2026-02-24 14:39:33 +11:00

polyglot-test-agent

Remove overspecifications

2026-02-16 16:23:26 +01:00

postgresql-code-review

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2026-02-24 14:39:33 +11:00

postgresql-optimization

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2026-02-24 14:39:33 +11:00

power-apps-code-app-scaffold

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2026-02-24 14:39:33 +11:00

power-bi-dax-optimization

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2026-02-24 14:39:33 +11:00

power-bi-model-design-review

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2026-02-24 14:39:33 +11:00

power-bi-performance-troubleshooting

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power-bi-report-design-consultation

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power-platform-mcp-connector-suite

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2026-02-24 14:39:33 +11:00

powerbi-modeling

Fix formatting of description in powerbi-modeling skill

2026-02-03 12:49:55 +03:00

prd

Simplify PRD skill by removing technical jargon

2026-01-23 00:36:52 +07:00

project-workflow-analysis-blueprint-generator

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2026-02-24 14:39:33 +11:00

prompt-builder

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2026-02-24 14:39:33 +11:00

pytest-coverage

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2026-02-24 14:39:33 +11:00

python-mcp-server-generator

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2026-02-24 14:39:33 +11:00

quasi-coder

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2026-02-17 20:49:40 -05:00

readme-blueprint-generator

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2026-02-24 14:39:33 +11:00

refactor

fix: Correct spelling errors found by Codespell

2026-02-02 00:00:31 -06:00

refactor-method-complexity-reduce

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2026-02-24 14:39:33 +11:00

refactor-plan

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remember

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remember-interactive-programming

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repo-story-time

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review-and-refactor

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2026-02-24 14:39:33 +11:00

reviewing-oracle-to-postgres-migration

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

ruby-mcp-server-generator

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

rust-mcp-server-generator

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2026-02-24 14:39:33 +11:00

scaffolding-oracle-to-postgres-migration-test-project

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

scoutqa-test

feat: add Scout skill

2026-01-23 13:49:01 +07:00

shuffle-json-data

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2026-02-24 14:39:33 +11:00

snowflake-semanticview

Update skills/snowflake-semanticview/SKILL.md

2026-01-18 14:12:03 +02:00

sponsor-finder

Update sponsor-finder: /sponsor trigger + softer tone

2026-02-13 18:54:44 -08:00

sql-code-review

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2026-02-24 14:39:33 +11:00

sql-optimization

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2026-02-24 14:39:33 +11:00

structured-autonomy-generate

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2026-02-24 14:39:33 +11:00

structured-autonomy-implement

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2026-02-24 14:39:33 +11:00

structured-autonomy-plan

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2026-02-24 14:39:33 +11:00

suggest-awesome-github-copilot-agents

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2026-02-24 14:39:33 +11:00

suggest-awesome-github-copilot-instructions

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2026-02-24 14:39:33 +11:00

suggest-awesome-github-copilot-skills

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2026-02-24 14:39:33 +11:00

swift-mcp-server-generator

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2026-02-24 14:39:33 +11:00

technology-stack-blueprint-generator

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2026-02-24 14:39:33 +11:00

terraform-azurerm-set-diff-analyzer

docs: add prerequisites and troubleshooting to SKILL.md

2026-02-02 08:58:51 +09:00

tldr-prompt

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

transloadit-media-processing

Add transloadit-media-processing skill

2026-02-17 15:52:54 +01:00

typescript-mcp-server-generator

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

typespec-api-operations

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

typespec-create-agent

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

typespec-create-api-plugin

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-avm-modules-in-bicep

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-implementation-plan

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-llms

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-markdown-file-index

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-oo-component-documentation

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

update-specification

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

vscode-ext-commands

Apply suggestions from code review

2026-01-11 13:18:36 -03:00

vscode-ext-localization

Apply suggestions from code review

2026-01-11 13:15:56 -03:00

web-coder

new skill web-coder (#881)

2026-03-05 21:43:04 +11:00

web-design-reviewer

Update skills/web-design-reviewer/references/visual-checklist.md

2026-01-09 10:46:07 +09:00

webapp-testing

New awesome agent primitive

2025-12-17 15:27:05 -08:00

what-context-needed

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

winapp-cli

Update winapp cli skill based on new winapp CLI 0.2.0 release (#854)

2026-03-03 10:09:50 +11:00

winmd-api-search

feat: add winmd-api-search skill for Windows desktop API discovery (#860)

2026-03-04 09:37:13 +11:00

winui3-migration-guide

Add WinUI 3 Expert (#865)

2026-03-04 10:04:56 +11:00

workiq-copilot

feat: implement PR feedback for skill

2026-01-25 22:00:26 -05:00

write-coding-standards-from-file

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00