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Found 12 Skills
Causal inference specialist for causal discovery, counterfactual reasoning, and effect estimationUse when "causal inference, causal discovery, counterfactual, intervention effect, confounder, structural causal model, SCM, dowhy, causal graph, causal, dowhy, scm, dag, counterfactual, intervention, causalnex, confounding, ml-memory" mentioned.
Operate the Prelude Security platform CLI for continuous security testing (Detect) and endpoint posture monitoring (SCM). Manages endpoints, schedules tests, evaluates security control policies, integrates with EDR/XDR partners, and generates reports. Use when working with the `prelude` CLI or managing security infrastructure.
Ability to develop both front-end and back-end systems, integrating user interfaces with server logic and databases.
Manage project state using append-only, time-based Markdown files under /project/. Use when managing multi-epic projects, tracking decisions over time, maintaining audit trails, coordinating distributed teams, or requiring rollback visibility. Forces context loading, explicit confirmation gates, and immutable history preservation.
Agent-native CLI for managing ECS instances without public IPs, primarily for single-instance operations. It supports millisecond-level remote command execution, large file transfers up to 1GB, and TCP port forwarding. It offers four authentication modes: AK, RamRoleArn, CredentialsCmd, and CredentialsURI. Use it to run commands, deploy code, view logs, check processes, transfer files, set up port forwarding, or query and filter ECS instance lists.
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and the full PyPA packaging flow. Use for: creating Python packages, pip-installable SDKs, CLI tools, framework plugins, pyproject.toml setup, py.typed, setuptools_scm, semver, mypy, pre-commit, GitHub Actions CI/CD, or PyPI publishing.
Generate Planning & Management documentation for SDLC projects. Covers Project Vision & Scope, SDP, SCMP, QA Plan, Risk Plan, SRS, and Feasibility Study. Use when starting a new project, conducting project governance, or establishing the planning...
Guides supply chain management—sourcing and supplier qualification, procurement and PO governance, demand forecasting and inventory policy, logistics and fulfillment (3PL, Incoterms, lead times), supplier scorecards, cost and TCO analysis, supply risk and continuity, and SCM KPI dashboards. Use when designing supply strategy, running RFQs, setting safety stock, resolving stockouts or excess inventory, improving OTIF, dual-sourcing critical parts, or building supplier business reviews—not for contract legal redlines (commercial-counsel), vendor security assessments (information-security-engineer), DC construction delivery programs (senior-data-center-capacity-delivery-manager), compute GL and invoice reconciliation (compute-accounting-manager), SaaS quote-to-order (deal-operations-administrator), or enterprise strategy cases (business-consultant).
Spring Boot Starter 开发规范（组织无关）。标准 POM 结构（元素顺序铁律、properties 三段式分类+自然排序、licenses/scm/developers 元数据三段、完整 build/profiles）、十分支版本矩阵（2.3.x~4.1.x ↔ Spring Boot 2.3.12~4.1.0 ↔ JDK 8/17/21）、十 tag 发布工作流（tag → Maven Central → SNAPSHOT 月度滚动）、JDK 兼容规则、JaCoCo 90% 覆盖率门禁。 纠正 LLM：properties 不分类不排序、漏 licenses/scm/developers 导致 Central 发布被拒、java.version 写 1.8 触发编译失败、surefire argLine 丢 ${argLine} 导致 JaCoCo 失效、把 okhttp 等通用库当默认依赖复制。 触发词：starter 开发、pom 标准化、分支版本矩阵、tag 发布、版本滚动、多 Spring Boot 版本适配、新建 xxx-spring-boot-starter。
Advanced ArgoCD operations beyond the core CLI/API — multi-cluster ApplicationSet generators, automated image updates, new-cluster bootstrapping, and workload onboarding via templated ApplicationSets. USE WHEN working with ApplicationSet CRDs (list, cluster, git, matrix, merge, SCM, pull request, plugin generators), configuring ArgoCD Image Updater (semver/digest/newest-build update strategies + git write-back), bootstrapping a new Kubernetes cluster into a multi-repo GitOps setup, registering clusters with proper labels for ApplicationSet targeting, onboarding a new workload via the standard ApplicationSet template, or troubleshooting any of these. For routine app sync/status/diff work use the core `argocd` skill instead.
Update the title and body of one or more pull requests.
Create well-formatted commits with conventional commit format using Sapling.