AGENT SKILLS · 任务装备
值得安装的 Agent Skills
汇总公开仓库中已验证的 Skills。安装前先看清它能做什么、包内包含什么、热度如何，以及来源是否可靠。
- 目录范围
- 已验证
- Skills
- 23,248
- 仓库
- 3589
- 最近同步
- 2026年11月4日
affaan-mproduct-capability
Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ECC-native PRD-to-SRS lane instead of vague planning prose.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mproduct-lens
Validate the why before building through four product diagnostics — a YC-style product diagnostic that produces PRODUCT-BRIEF.md with a go/no-go recommendation, a founder review scoring product-market-fit signals, a user journey audit measuring time-to-value, and ICE feature prioritization. Use when pressure-testing product direction, choosing between features, sanity-checking a launch, or converting a vague idea into a product brief.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mproduction-audit
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external audit service. Use when auditing production readiness before launch, after a merge, or when asked what breaks in prod.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mproject-flow-ops
Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains the internal execution layer. Use when the user wants backlog control, PR triage, or GitHub-to-Linear coordination.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mprompt-caching-strategy
Optimize LLM prompt caching hit rate to reduce API costs and improve latency. Analyzes prompt structure, identifies cacheable vs non-cacheable content, and recommends restructuring to maximize cache reuse. TRIGGER when: user says "prompt cache", "cache hit rate", "reduce LLM cost", "optimize token usage", "cheaper LLM calls", or asks about prompt caching strategies for OpenAI/Anthropic/other providers. DO NOT TRIGGER when: user just wants to optimize a single prompt's quality (use prompt-optimiz
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mpython-testing
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements. Use when writing pytest tests — fixtures, mocks, parametrization, or coverage.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mquarkus-patterns
Quarkus 3.x LTS architecture patterns with Camel for messaging, RESTful API design, CDI services, data access with Panache, and async processing. Use for Java Quarkus backend work with event-driven architectures. Use when building or reviewing a Quarkus service, especially with Camel messaging or Panache data access.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mquarkus-security
Quarkus security implementation patterns: JWT and OIDC authentication, @RolesAllowed RBAC and SecurityIdentity checks, Bean Validation and custom validators, parameterized Panache queries, BCrypt password hashing, CORS and security headers, rate limiting, audit logging, Vault or environment-variable secrets, and dependency CVE scanning. Use when adding authentication or authorization, validating input, managing secrets, or hardening a Quarkus application.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mquarkus-tdd
Test-driven development for Quarkus 3.x LTS using JUnit 5, Mockito, REST Assured, Camel testing, and JaCoCo. Use when adding features, fixing bugs, or refactoring event-driven services.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mquarkus-verification
Verification loop for Quarkus projects: build, static analysis (Checkstyle, PMD, SpotBugs), tests with JaCoCo coverage, OWASP dependency and container security scans, GraalVM native compilation, health checks, and config validation. Use when verifying a Quarkus service before a PR, after major refactoring or dependency upgrades, or pre-deploy.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mrails-patterns
Ruby on Rails framework patterns for Rails 7.1+ and 8.x apps. Covers the directory contract, skinny controllers with service objects, form objects, query objects, idiomatic ActiveRecord, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use when building or reviewing Rails apps, controllers, models, services, jobs, or views.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mrecursive-decision-ledger
Run repeated rollouts ("Prime Gauss" style recursive prompting) while keeping an append-only decision ledger of trials, marks, coherence checks, and promotion gates, so recursive confidence never auto-approves live trading, deploy, or destructive actions. Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursive reasoning with a visible evidence trail.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mredis-patterns
Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications. Use when adding caching, a distributed lock, rate limiting, or pub/sub with Redis, or when key design needs review.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mrepo-scan
Bootstrap pointer that installs the external repo-scan skill from a pinned, reviewable commit. Use when repo-scan must be installed before running its cross-stack source-code asset audit; this ECC pointer does not perform the audit itself.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mresearch-ops
Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mreturns-reverse-logistics
Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mrules-distill
Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files. Use when the same principle keeps recurring across skills and belongs in a rule file instead.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-msafety-guard
Guard against destructive operations with three modes: Careful intercepts dangerous commands (rm -rf, git push --force, DROP TABLE) for confirmation, Freeze locks writes to one directory, and Guard combines both via PreToolUse hooks. Use when working on production systems, running agents autonomously, restricting edits to a directory, or during migrations, deploys, and data changes.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-msanta-method
Multi-agent adversarial verification: two independent reviewers with the same rubric must both pass before output ships, with a fix-and-re-review convergence loop and human escalation cap. Use when gating publishing, production deploys, compliance or brand-sensitive content, or hallucination-prone claims before they ship.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mscientific-db-pubmed-database
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. Use when a task needs biomedical literature from PubMed rather than general web search.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mscientific-db-uspto-database
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Use when a task needs official United States patent or trademark records from USPTO systems.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mscientific-pkg-gget
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs. Use when a task needs quick bioinformatics lookup across genomic reference databases with the gget CLI or Python package.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-mscientific-thinking-scholar-evaluation
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evaluating academic or scientific work — papers, proposals, methods sections, or evidence quality — against a repeatable rubric.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日
affaan-msecurity-bounty-hunter
Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings. Use when hunting reportable, remotely reachable vulnerabilities in a repository.
- 1小时安装量
- 3
- GitHub Stars
- 28.6万
- 最近更新
- 10月20日