Review GitHub pull requests with specialized AI agents that check security, performance, architecture, and coding conventions. Generate actionable comments with suggested fixes, and connect review findings to automated approval or change requests.
- Reviewing authentication changes for security issues
- Checking database changes for performance regressions
- Reviewing UI accessibility and coding conventions
ruvnet/ruflo☆ 78.2KUpdated Oct 21, 2026
Integrate harmful-content checks into Python applications using Azure AI Content Safety. Analyze text and images by category and severity, and manage custom text blocklists to help review user submissions or AI-generated content before display.
- Checking user-submitted text for harmful content
- Analyzing harmful-content categories in uploaded images
- Reviewing AI-generated text before displaying it
sickn33/agentic-awesome-skills☆ 48.3KUpdated Oct 21, 2026
Review a GitNexus pull request for production readiness with seven coordinated reviewer agents. Combine their findings and have a final critic check the draft, producing a review without editing code or posting results.
- Reviewing a GitNexus pull request before production use
- Combining findings from multiple reviewer agents
- Checking a review draft before finalizing it
abhigyanpatwari/GitNexus☆ 48KUpdated Oct 21, 2026
Explore training workflows that reduce harmful model responses using a written set of principles. The skill covers self-critique, revised training examples, and RLAIF, reinforcement learning from AI feedback, with implementation examples and hardware guidance.
- Designing principles for model safety training
- Creating training examples through self-critique and revision
- Planning reinforcement learning with AI-rated responses
davila7/claude-code-templates☆ 32.8KUpdated Oct 21, 2026
Official · GoogleFreeSummary Configure how GKE applications receive traffic from the internet or internal networks. The skill provides configuration templates for routing, load balancing, certificates, and access protection, and guides diagnosis of failed health checks, dropped requests, and TLS connection problems.
- Expose a GKE application through Gateway API or Ingress
- Split traffic between application versions during a rollout
- Configure Cloud Armor protection and HTTPS certificates
google/skills☆ 21.5KUpdated Oct 21, 2026
Find why MNN CPU inference is slow by examining threads, scheduling, memory layout, and the processor instruction path actually used. Operator-level measurements and comparisons with other inference frameworks help identify which layer needs improvement across ARM, x86_64, and RISC-V.
- Investigate slow CPU operators or LLM inference
- Diagnose thread count and memory usage anomalies
- Locate the cause of a performance regression
alibaba/MNN☆ 16.3KUpdated Oct 21, 2026
Explore training workflows that reduce harmful model responses using a written set of principles. The skill covers self-critique, revised training examples, and RLAIF, reinforcement learning from AI feedback, with implementation examples and hardware guidance.
- Designing principles for model safety training
- Creating training examples through self-critique and revision
- Planning reinforcement learning with AI-rated responses
Orchestra-Research/AI-Research-SKILLs☆ 13.8KUpdated Oct 11, 2026
Design SaaS interfaces with warm paper tones, orange accents, rounded forms, and layered product illustrations. Apply a consistent visual direction across onboarding, cards, buttons, and motion, with adjustable warmth, softness, and visual detail.
- Design a warm, paper-toned signup screen
- Unify forms, cards, and button styling
- Pair onboarding forms with product illustrations
MengTo/Skills☆ 6.9KUpdated Oct 18, 2026
Run and supervise DOCA applications directly on an x86 host or BlueField Arm hardware. Covers process launch, hardware resource assignment, isolation between workloads, and troubleshooting application failures or BlueField recovery problems.
- Launching a DOCA application directly on hardware
- Investigating systemd restart loops
- Assigning CPU and device resources to multiple workloads
NVIDIA/skills☆ 3.7KUpdated Oct 21, 2026
Query PharmGKB and CPIC for drug-gene interactions, pharmacogenomic annotations, and dosing guidelines. Use when predicting drug response from genetic variants or implementing clinical pharmacogenomics.
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FreedomIntelligence/OpenClaw-Medical-Skills☆ 3.1KUpdated Jul 21, 2026
Use when the user asks to "plan the participation ramp before we promote", "how much account history or karma do we need in this community", or "design entry incentives and member lifecycle for our own Discord"; produces the per-community pre-promotion warming plan — account-history/tenure expectations (Estimated, named sources), a give-before-ask ledger spec, a per-community etiquette + rule digest with last-verified dates, and the warming → active graduation criteria that channel-registry requires as state-transition evidence — plus the owned-community variant (entry paths + member lifecycle for your own Discord/Slack/forum/企业微信私域). Not for launch-day submissions or T-0 threads — use community-launch-runner. 社区预热/先给后取/账号养成/毕业标准
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aaron-he-zhu/aaron-marketing-skills☆ 3KUpdated Oct 21, 2026
Sets up notification channels for CloudWatch alarms using SNS topics and subscriptions. Always use this skill when configuring alarm notifications — it creates encrypted SNS topics, configures topic policies for CloudWatch access, sets up email/SMS/webhook subscriptions, and links alarms to notification actions with proper security controls.
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aws/agent-toolkit-for-aws☆ 2.9KUpdated Oct 21, 2026
Queries PharmGKB / CPIC / DPWG for drug-gene interactions; calls CYP2D6/CYP2C9/CYP2C19/DPYD/TPMT/NUDT15/UGT1A1/SLCO1B1 star alleles and phenotype with PharmCAT, Cyrius (CYP2D6 structural variants), Aldy, Stargazer; applies Caudle 2020 activity-score translation. Use when implementing pharmacogenomic-guided prescribing, applying CPIC vs DPWG guidance, screening HLA risk alleles for ICI / antiepileptics / abacavir, or interpreting compound TPMT+NUDT15 thiopurine risk.
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GPTomics/bioSkills☆ 1.2KUpdated Aug 15, 2026
AlarmKit integration for scheduling alarms and timers with custom UI, Live Activities, and snooze support. Use when implementing alarm or timer features in iOS 26+ apps.
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rshankras/claude-code-apple-skills☆ 816Updated Jul 24, 2026
Diagnose vArmor and Kubernetes security issues involving components, policies, Profiles, webhooks, node enforcers, BehaviorModeling, and NetworkProxy. Use when Pods are Pending, containers exit unexpectedly, policies fail to inject or take effect, policy status is abnormal, node Profiles fail to load, audit events need investigation, or vArmor components are unhealthy. Provide domain context, targeted read-only checks, and evidence interpretation.
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bytedance/vArmor☆ 511Updated Oct 21, 2026
Deploys swarms of sub-agents for massive parallel data processing tasks. Unlike agent-army (which is for code changes), this is for DATA tasks -- processing 1000 documents, analyzing datasets, bulk content generation. Configurable swarm size, task distribution, result aggregation, progress tracking, and error recovery.
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OneWave-AI/claude-skills☆ 361Updated Oct 20, 2026
HarmonyOS application development expert. Use when building HarmonyOS apps with ArkTS, ArkUI, Stage model, and distributed capabilities. Covers HarmonyOS NEXT (API 12+) best practices.
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majiayu000/spellbook☆ 288Updated Oct 20, 2026
Launch and watch Guaardvark's Swarm Orchestrator: parallel coding agents, each in its own git worktree, working a markdown plan and merging back deterministically. Use when the user wants several agents on one codebase at once, says "swarm this", or asks about a running swarm, worktrees, or merge status.
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guaardvark/guaardvark☆ 273Updated Oct 21, 2026
Think and work like an expert Clinical Pharmacologist. Use when a task calls for Clinical Pharmacologist judgment. Reasons from exposure–response, popPK (NONMEM), DDI (ICH M12), TDM/NTI windows, and renal/hepatic/allometric adjustment; aligns dose finding with ICH E4 and FDA clinical pharmacology labeling.
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K-Dense-AI/scientific-agents☆ 220Updated Oct 3, 2026
@arm-cortex-expert workflow skill. Use this skill when the user needs Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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diegosouzapw/awesome-omni-skills☆ 163Updated Jul 8, 2026
Triages AWS CloudWatch alarms by correlating alarm state changes with CloudTrail events and EC2 instance health using boto3. Classifies alarms by severity, identifies root cause candidates, and updates OpsGenie alerts.
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agentskillexchange/skills☆ 55Updated Oct 22, 2026
Triages AWS CloudWatch alarms using boto3 CloudWatch.describe_alarms, CloudWatch Logs Insights queries, and AWS X-Ray trace analysis via the xray-sdk. Correlates alarm triggers with deployment events.
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agentskillexchange/skills☆ 55Updated Oct 22, 2026
Generates structured incident runbooks from AWS CloudWatch alarm configurations using the CloudWatch DescribeAlarms API and AWS Systems Manager documents. Links alarms to remediation procedures automatically.
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agentskillexchange/skills☆ 55Updated Oct 22, 2026
Perform a rigorous Carmack Council code review. Use when explicitly asked to review code, do a "council review", "carmack review", or invoke /council-review. Carmack's philosophy chairs a council of domain experts — Troy Hunt (security), Martin Fowler (refactoring), Kent C. Dodds (frontend), Matteo Collina (Node.js), Brandur Leach (Postgres), Vercel Performance, Simon Willison (LLM pipelines), Karri Saarinen (UI quality), Vitaly Friedman (UX quality), Kent Beck (test quality). Uses parallel subagents for deep, independent review. Produces prioritised P1/P2/P3 findings. Stack: Next.js App Router / React / TypeScript / tRPC / Prisma / Neon / Clerk.
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SamJHudson01/Carmack-Council☆ 52Updated Mar 16, 2026