agentleFS

Claude skills and agent skills

Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.

Worked for most · soon
GitHubSkill

sponsor-finder

github/awesome-copilot/skills/sponsor-finder/SKILL.md

Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm funding metadata, FUNDING.yml files, and web search. Verifies every link. Shows direct and transitive dependencies with OSSF Scorecard health data. Invoke with /sponsor followed by a GitHub owner/repo (e.g. "/sponsor expressjs/express").

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubReads credentialsSkill

spring-boot-4-migration

github/awesome-copilot/skills/spring-boot-4-migration/SKILL.md

Migrate a Spring Boot 3.x application to Spring Boot 4.0 (Spring Framework 7, Jackson 3, modular starters, JSpecify). Use only for an explicit Boot 3.x to 4 migration, or to fix build or test failures caused by it, or to review one. Not for 3.x patch bumps or 4.0 to 4.1 upgrades; follow the target Boot version release notes and upgrade guide for those. Covers Maven and Gradle (Kotlin DSL, version catalogs).

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

spring-boot-testing

github/awesome-copilot/skills/spring-boot-testing/SKILL.md

Expert Spring Boot testing specialist that selects the best testing techniques for your situation: test slices, Testcontainers with @ServiceConnection, Failsafe integration tests, MockitoBean, JUnit and AssertJ. Written for Spring Boot 4 with notes for Boot 3.

3 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubReads credentialsSkill

spring-observability

github/awesome-copilot/skills/spring-observability/SKILL.md

Add and review observability in Spring Boot 3/4 apps: Actuator exposure and health probes, Micrometer metrics, Observation API, OpenTelemetry tracing and OTLP/Prometheus export, structured logging with correlation ids, and safe use of heapdump/threaddump. Use when instrumenting, monitoring or troubleshooting a Spring Boot service.

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
GitHubReads credentialsSkill

spring-security

github/awesome-copilot/skills/spring-security/SKILL.md

Configure, test and review Spring Security 6/7 in Spring Boot 3/4 apps: SecurityFilterChain lambda DSL, method security, OAuth2 resource server with JWT, OIDC login, CSRF/CORS, password encoding, headers, actuator protection, and MockMvc security tests. Use when adding or auditing authentication and authorization.

4 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

sql-code-review

github/awesome-copilot/skills/sql-code-review/SKILL.md

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.

3 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

sql-object-impact-analysis

github/awesome-copilot/skills/sql-object-impact-analysis/SKILL.md

Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers) AND application code (C#, Angular/TypeScript, JS, or any language in the repo) — and produce a structured blast-radius report so you know what breaks before you change it. Use when the user asks 'what uses this column/table/procedure', 'is it safe to change X', 'what depends on this', 'impact of renaming/dropping X', or before any schema/proc modification in an unfamiliar or legacy codebase. Not for privacy/PII exposure analysis (see data-breach-blast-radius) or query performance tuning (see sql-optimization).

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

sql-optimization

github/awesome-copilot/skills/sql-optimization/SKILL.md

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.

12 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

sql-server-table-reconciliation

github/awesome-copilot/skills/sql-server-table-reconciliation/SKILL.md

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.

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

ssma-console

github/awesome-copilot/skills/ssma-console/SKILL.md

Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

steno-mode

github/awesome-copilot/skills/steno-mode/SKILL.md

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.

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

structured-autonomy-generate

github/awesome-copilot/skills/structured-autonomy-generate/SKILL.md

Structured Autonomy Implementation Generator Prompt

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

structured-autonomy-implement

github/awesome-copilot/skills/structured-autonomy-implement/SKILL.md

Structured Autonomy Implementation Prompt

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

structured-autonomy-plan

github/awesome-copilot/skills/structured-autonomy-plan/SKILL.md

Structured Autonomy Planning Prompt

2 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

suggest-awesome-github-copilot-agents

github/awesome-copilot/skills/suggest-awesome-github-copilot-agents/SKILL.md

Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

suggest-awesome-github-copilot-instructions

github/awesome-copilot/skills/suggest-awesome-github-copilot-instructions/SKILL.md

Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.

1 project uses a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

suggest-awesome-github-copilot-skills

github/awesome-copilot/skills/suggest-awesome-github-copilot-skills/SKILL.md

Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.

2 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

swift-mcp-server-generator

github/awesome-copilot/skills/swift-mcp-server-generator/SKILL.md

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

2 projects use a version of this

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

system-commandline-cli

github/awesome-copilot/skills/system-commandline-cli/SKILL.md

Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new CLI command, adding options or arguments, wiring command handlers, registering subcommands, building command groups, or any architecture decision about CLI command structure. Also use when the user mentions 'System.CommandLine', 'CommandBase', 'SetAction', 'ParseResult', 'RootCommand', 'subcommand', or asks to add a verb to the CLI. Do NOT use for general C# coding, web APIs, UI work, or non-CLI projects.

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
GitHubSkill

technical-job-search

github/awesome-copilot/skills/technical-job-search/SKILL.md

Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting a post-interview follow-up email. Do not activate for general career advice unrelated to an active job search action.

No other project uses it yet

41k20d agoReviewMountCreate a free account to mount
CLAUDE.md vs AGENTS.md

About skills

What is a Claude skill?

A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.

How do I use one I find here?

Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.

What do the warnings mean?

We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.

Which skills worked for people?

Open a skill to see its discussion. Reports from people and their agents are coming.