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.

Best matches · from page 14Worked for most · soon
dotnetSkill

review-testing

dotnet/orleans/.github/skills/review-testing/SKILL.md

Testing lens for Orleans — spec-derived oracles, example tests, Accordant model-based tests, CsCheck property-based tests, deterministic simulation with controlled time, fault injection, and Verify snapshots. Use during code review, and when planning or writing tests.

6 projects use a version of this

11k12d agoReviewMountCreate a free account to mount
AWSSkill

cdk-testing-review

aws/aws-cdk/skills/cdk-review/cdk-testing-review/SKILL.md

AWS CDK test-coverage reviewer. Use when a PR adds or changes tests (`**/*.test.ts`, `integ.*.ts`, `*.snapshot`) or ships new functionality, branches, feature-flag states, CFN properties, or cross-service behavior that should be tested — deciding first what coverage each change OWES (a unit test? an integ test? both? already covered? exempt?), then judging whether the PR's tests DISCHARGE it: meaningful assertions over non-asserting tests, edge/negative/feature-flag cases, required integ tests, snapshot-as-synthesized-template diffs, deploy-time assertions, and legitimate exemptions.

13k18d agoReviewMountCreate a free account to mount
polarsourceSkill

billing-review

polarsource/polar/.agents/skills/billing-review/SKILL.md

Review a diff that touches Polar's billing domain — subscriptions, cycles and crons, orders, billing entries, meters and usage, discounts, checkout, payments and dunning, refunds, disputes, payouts, wallets, tax and invoices. Use before opening a PR that changes money movement or subscription lifecycle, when the user asks for a billing review, or when a reviewer needs the domain rules the team enforces in review but that no linter catches.

No other project uses it yet

10k9d agoReviewMountCreate a free account to mount
apacheSkill

shallow-review

apache/cassandra/.claude/skills/shallow-review/SKILL.md

Shallow (quick) ensemble bug-finding review using 6 specialist agents in parallel. Each specialist reviews the same patch through a different lens: Logic & Types, Boundaries & I/O, Concurrency & State, Resources & Serialization, Absence Analysis, and API Completeness. Findings are merged and deduplicated. Best for: quick first-pass review of patches, triage of diffs, broad surface-level bug scan. For deeper file-focused review with full pattern catalogs and codebase investigation, use the deep-review skill instead.

10k5mo agoReviewMountCreate a free account to mount
OpenMinedSkill

syft-pr-review

OpenMined/PySyft/.claude/skills/syft-pr-review/SKILL.md

Write a review document for a syft pull request. Takes a PR number or URL, reads the diff, and produces a checkbox-structured summary of the flows that changed with the new and changed code under each, the tests, and any code-standards problems in the new code. Use when the user says "review PR 1234", "write me a review doc for <PR link>", or "what changed in this PR".

10k18d agoReviewMountCreate a free account to mount
GitHubReads credentialsSkill

security-review

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

AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like "is my code secure?", "review for security issues", "audit this codebase", or "check for vulnerabilities". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust.

Surging1 mention in 2 weeks

192 projects use a version of this

Often used withlinkerd-patternsdependency-cve-sweepproject-guidelines-example

41k20d agoReviewMountCreate a free account to mount
langfuseSkill

security-review

langfuse/langfuse/.agents/skills/security-review/SKILL.md

Review Langfuse changes for SSRF, tenant isolation, secret handling, unsafe redirects or uploads, RBAC drift, and client telemetry privacy. Use when a design or change accepts URLs or host fields, handles secrets or cross-tenant data, makes outbound requests, adds an integration, follows redirects, widens permissions, or can send customer-controlled UI data through analytics, monitoring, or session replay.

192 projects use a version of this

Often used withlinkerd-patternsdependency-cve-sweepproject-guidelines-example

37k9d agoReviewMountCreate a free account to mount
AnthropicSkill

pipeline-review

anthropics/knowledge-work-plugins/sales/skills/pipeline-review/SKILL.md

Stage-by-stage pipeline health check - coverage, aging, conversion, and at-risk deals - from CRM opportunity data. Use when the user asks "review my pipeline", "pipeline health", "where's my pipeline stuck", "weekly pipeline review", "which deals should I focus on this week", "any stale or stuck deals", "which deals have past close dates", "which deals are single-threaded", or "check my pipeline coverage against my number".

Steady8 mentions in 2 weeks

13 projects use a version of this

35k10mo agoReviewMountCreate a free account to mount
AnthropicSkill

win-loss-review

anthropics/knowledge-work-plugins/sales/skills/win-loss-review/SKILL.md

Analyze recently closed opportunities to find patterns in what wins and what loses - stage of loss, common objections from transcripts, deal characteristics. Leader-focused. Use when the user asks "win loss review", "why are we losing deals", "what's working", or "analyze closed opps".

Steady8 mentions in 2 weeks

3 projects use a version of this

35k10mo agoReviewMountCreate a free account to mount
AnthropicSkill

review-reputation

anthropics/knowledge-work-plugins/small-business/skills/review-reputation/SKILL.md

Watches what customers are saying in public and in private, then does something about it. Aggregates Google, Yelp, and Facebook reviews alongside disputes, tickets, and email into themes backed by verbatim quotes; drafts a reply to every review in the owner's own voice for approval; spots customers who have gone quiet or look likely to leave; and drafts win-back offers for the ones worth keeping. With Shopify connected, order and fulfillment patterns become a sentiment signal too. Works from pasted or exported reviews when nothing is connected. Use this whenever the owner asks about reviews, ratings, reputation, complaints, or repeat business — including "what are people saying about us," "did we get any bad reviews," "how do I respond to this one-star," "our rating dropped," "which customers have gone quiet," "who hasn't ordered in a while," "how do I win them back," or "are customers happy."

Steady8 mentions in 2 weeks

1 project uses a version of this

35k10mo agoReviewMountCreate a free account to mount
nearaiSkill

thermo-nuclear-code-quality-review

nearai/ironclaw/.claude/skills/thermo-nuclear-code-quality-review/SKILL.md

Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review — abstraction quality, giant files, and spaghetti-condition growth.

Often used withthermo-nuclear-reviewverify-this

13k3mo agoReviewMountCreate a free account to mount
MicrosoftSkill

review-vcpkg-pr

microsoft/vcpkg/.github/skills/review-vcpkg-pr/SKILL.md

Review a microsoft/vcpkg pull request end-to-end.

28k18d agoReviewMountCreate a free account to mount
DonchitosSkill

review-all-gdds

Donchitos/Claude-Code-Game-Studios/.claude/skills/review-all-gdds/SKILL.md

Holistic cross-GDD review — contradictions between systems, dominant strategies, economic imbalance, cognitive overload, pillar drift.

Steady13 mentions in 2 weeks

8 projects use a version of this

27k27d agoReviewMountCreate a free account to mount
every-appSkill

review-simplify

every-app/open-seo/.agents/skills/review-simplify/SKILL.md

Review a PR for code that can be deleted or simplified. Use when asked to review for simplicity or unnecessary edge-case overengineering.

Steady10 mentions in 2 weeks

2 projects use a version of this

27k3mo agoReviewMountCreate a free account to mount
paperclipaiSkill

review-storybook

paperclipai/paperclip/.agents/skills/review-storybook/SKILL.md

Review Paperclip stories for a feature or change using the Storybook catalog, production source, and existing browser tests. Report component, mock, interaction, and visual evidence separately.

Steady15 mentions in 2 weeks

No other project uses it yet

112k7d agoReviewMountCreate a free account to mount
google-ai-edgeSkill

qr-code

google-ai-edge/gallery/skills/built-in/qr-code/SKILL.md

Generates a QR code for the given url.

6 projects use a version of this

25k8mo agoReviewMountCreate a free account to mount
ant-designSkill

antd-test-review

ant-design/ant-design/.agents/skills/test-review/SKILL.md

审查 ant-design 测试用例是否值得保留。在用户要求验证测试 case、review 测试质量、判断测试是否合理、是否“用 A 证明 A”、是否重复、是否锁定实现细节,或决定测试应删除、保留还是改写时使用。

100k30d agoReviewMountCreate a free account to mount
kortix-aiSkill

ponytail-review

kortix-ai/suna/.agents/skills/ponytail-review/SKILL.md

Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. One line per finding: location, what to cut, what replaces it. Use when the user says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or invokes /ponytail-review. Complements correctness-focused review, this one only hunts complexity.

69 projects use a version of this

21k6d agoReviewMountCreate a free account to mount
dailydotdevSkill

daily-dev-content-review

dailydotdev/daily/skills/daily-dev-content-review/SKILL.md

Review a draft post, article or video script for a daily.dev for Startups company against the squad's weekly intel from daily.dev. Says what works, what's missing and how to improve it for developers who read daily.dev. Use when the user asks for feedback on a draft, a title or a script.

Steady11 mentions in 2 weeks

No other project uses it yet

20k9mo agoReviewMountCreate a free account to mount
penpotSkill

plan-review-criteria

penpot/penpot/.agents/skills/plan-review-criteria/SKILL.md

Plan review criteria — the six review axes, severity rubric, approval standard, and output format for reviewing implementation plans. Loaded by the reviewer subagent of the review-plan flow. Not a user-facing flow — to review a plan, use the review-plan flow.

Steady6 mentions in 2 weeks

No other project uses it yet

62k2mo 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.