Refactor verbose or unnatural natural-language prose — code comments, test descriptions, docstrings, user-facing text — into concise, native-sounding prose in a configured target…
Drafts a formal Notice of Intent to Protest Award for federal contracts under FAR 33.103, 33.104, and 4 C.F.R. Part 21.
Use when the user needs to understand, diagnose, or prevent Protheus record locks and deadlocks -- covering RecLock/MsUnlock/SoftLock/LockByName semantics, BeginTran/EndTran…
index.htmlのコード品質チェックとPROTOTYPE.mdとの整合性確認（自動実行）。CSS/JS/HTMLのバグ防止パターン、 フォントサイズ基準、仕様整合性を検査する。OK後はユーザーレビューへ進み、修正依頼は proto-ticket-lifecycle で管理。 パイプライン: proto-05-html-builder →…
Developer agent for Protocol Buffer schemas and compilation (protos/ directory). Use when adding or modifying .proto files, updating the compilation pipeline, or ensuring proto…
Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract quality.
Manages Protocol Buffer schema evolution using buf CLI with breaking change detection and Confluent Schema Registry integration.
Protocol Brains — 11-expert backend/architecture panel. 2 Database, 2 TypeScript architects, 1 Legacy Migration, 1 React, 1 Test, 1 Monorepo, 2 Multiagent workflow, 1…
Use for authorized reverse engineering of custom binary protocols, Protobuf/gRPC, WebSocket frames, and PCAP-driven protocol recovery.
Protobuf and gRPC architecture patterns. Use when working with .proto files, protoc plugins, gRPC services, or code generation pipelines.
Comprehensive Protractor end-to-end testing skill for Angular and AngularJS applications with Angular-specific locators, automatic waitForAngular synchronization, Page Object…
Implement Terraform Provider actions using the Plugin Framework. Use when developing imperative operations that execute at lifecycle events (before/after create, update, destroy).
LiteLLM-RS Provider Architecture Guide. Covers 66+ provider integration, trait object design, unified error handling, connection pooling, and LLMProvider trait implementation…
Create, update, and review Terraform provider documentation for Terraform Registry using HashiCorp-recommended patterns, tfplugindocs templates, and schema descriptions.
Migrate Terraform provider resources and data sources from Plugin SDKv2 to the Plugin Framework: muxing both plugins in one provider (terraform-plugin-mux, tf5to6server),…
Implement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing…
Implement, upgrade, or audit a native Cradle Chat Runtime provider backed by a local process, REST/WebSocket protocol, or provider-specific agent SDK.
LLM provider streaming patterns and per-provider quirks. Use when adding a new provider, implementing adapter hooks, or debugging streaming tool call behavior in…
Terraform provider acceptance test patterns using terraform-plugin-testing with the Plugin Framework.
Use when switching between LLM providers, accessing provider-specific features (Anthropic caching, OpenAI logprobs), or using raw SDK clients - covers multi-provider patterns and…
用 winkops 的 provision 按声明式 stack 初始化/收敛单台服务器的环境（安装 node/jdk/python/docker/nginx/redis/mysql，并守护式写配置文件）。当用户要「初始化服务器环境 / 装运行时或中间件 / 配置 stack / 下发 nginx/redis/mysql 配置文件 /…
Cloud-Infrastruktur mit Terraform bereitstellen und verwalten — mit HCL-Modulen, Remote-State-Backends, Workspaces und Plan/Apply-Workflow.
Provision a new SoSafe Kubernetes service across Terraform, Helm, and ArgoCD repos with Jira ticket creation, grouped requirement intake, PR creation, and deployment runbook.
Guides initial CockroachDB cluster provisioning and production deployment. Self-Hosted covers cockroach start/init, Kubernetes deployment (Operator, Helm), hardware sizing, and…
Analyze Kubernetes resource lifecycle in Prow CI job artifacts by parsing audit logs and pod logs from GCS, generating interactive HTML reports with timelines
Analyze failed Prow CI tests by inspecting test code, downloading artifacts, and optionally integrating must-gather cluster diagnostics for root cause analysis
Reviews Pull Requests that add or modify compliance frameworks. Trigger: When reviewing PRs with compliance framework changes, CIS/NIST/PCI-DSS additions, or compliance JSON files.
Creates new Prowler cloud providers or adds services to existing providers. Trigger: When extending Prowler SDK provider architecture (adding a new provider or a new service to an…
Intercept, inspect, and modify HTTP/HTTPS traffic via a Rust MITM proxy with Lua scripting hooks. Supports API debugging, LLM call capture for evals, endpoint mocking, CORS/auth…
proximo makes local Docker containers reachable at https://.test with trusted HTTPS and local DNS.
Manage the Matrix/Virgo-Core Proxmox VE cluster (nodes Foxtrot, Golf, Hotel - MINISFORUM MS-A2 with AMD Ryzen 9 9955HX).
Use this when: set up a homelab Kubernetes cluster, create a VM from a template, my K3s node won't join, set up GPU passthrough, automate VM provisioning with cloud-init, my IOMMU…
Deploy and configure Proxmox LXC containers for self-hosted services. Always trigger immediately when Mick asks to deploy, set up, or configure a new service on Proxmox, mentions…
Use when the user mentions Proxmox, PVE, Talos, annarchy.net, fleet-infra, pve01/pve02/pve03, staging cluster, production cluster, or asks to "spin up staging", "tear down…
Read-only diagnosis workflow for Python services whose external HTTP or WebSocket readiness differs between manual tests and service runtime behind a proxy.
Reference guide for using PROXY_MODE with external AI models. Use when running multi-model reviews, understanding which agents support PROXY_MODE, or debugging external model…
Record, inspect, mock, replay, and generate API traffic using the proxymock CLI. Use when the user wants to capture HTTP/gRPC/database traffic, create mocks from real traffic or…
pstack: create a new Architecture Decision Record. Use this whenever I make or record a significant technical or architectural decision — choosing or rejecting a library,…
Use when working on PSC Bridges-2 — SSH/login to bridges2.psc.edu, SLURM job submission (sbatch, srun, interact), partitions (RM, RM-shared, RM-512, EM, GPU, GPU-shared, ROBO…
Use when analyzing and reporting results for a Psychological Science manuscript. The journal requires effect sizes with confidence intervals, full disclosure of…
Use when meeting Psychological Science's open-science requirements. For submissions on or after 1 January 2024 the journal requires open data and materials (case-by-case…
Use when writing the response to a Psychological Science revise-and-resubmit. Reviews here often demand added robustness, fuller disclosure, or stronger transparency, so the…
Use when you need to understand how Psychological Science evaluates a manuscript — anonymized peer review, editorial weighting of robustness, transparency, and preregistration…
Use when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control.
Use when running the final pre-submission preflight for Psychological Science via Manuscript Central — word-format compliance, the 150-word structured abstract, APA 7th-edition…
Use when building tables and figures for a Psychological Science manuscript. The journal uses APA 7th-edition style and asks that tables and figures be embedded within the main…
Use when stating the theory and hypotheses for a Psychological Science manuscript. The journal's credibility norms require a clear separation of confirmatory (preregistered) from…
Use when deciding whether an empirical psychology project fits Psychological Science and which manuscript type to target.
Use when starting or navigating any Psychological Science manuscript and you are unsure which sub-skill applies.
Use when drafting or polishing a Psychological Science manuscript to fit its distinctive word format (Introduction + Discussion + footnotes + acknowledgments + appendices <= 2,000…
Practical Software Engineering Principles — a controlled reasoning system for architecture, design, review, and refactoring decisions.
PSEP v1.1 (Strict / Audit Mode) — Enhanced analysis with severity ranking, impact/effort estimation, migration awareness, and prioritization. NOT a replacement for v1.0.
Use for browser or GUI automation tasks that require iterative scripts, runtime adaptation, and debugging loops (for example dynamic scraping, authenticated web flows, CAPTCHA…
Use when implementing or debugging code that uses @suaveplan/pseudo-random: Deterministic seeded PRNG implementations (Mulberry32, SFC32, Xoshiro256++, CounterRng) with…
Crée une fiche TCC pour examiner une pensée difficile, sans remplacer une psychothérapie. À utiliser pour ruminations, pensées automatiques, peur du jugement, culpabilité — from…
PostgreSQL adapter for Python - customer support tech enablement for database operations, query optimization, and data management
Debug PyTorch 2 compiler stack failures including Dynamo graph breaks, Inductor codegen errors, AOTAutograd crashes, and accuracy mismatches.
Sui Programmable Transaction Blocks (PTBs). Use when writing, reviewing, or debugging code that composes multiple Sui transaction commands into a single atomic transaction —…
Skill zur Anerkennung der posttraumatischen Belastungsstoerung als Dienstunfall bei Polizei Justizvollzug Feuerwehr und Soldaten.
PTO-COMM 通信算子的测试方法和调试技巧。涵盖 CPU 仿真测试、NPU 硬件测试、Golden 数据生成、正确性验证、多 rank 测试框架、常见运行时错误诊断、信号死锁排查、精度问题分析、mssanitizer 内存检测等。触发：需要测试 PTO-COMM 通信算子、生成 Golden 数据、排查通信死锁/数据错误/信号异常、编写测试用例时。