Run Python CLI tests. Use after making changes to cli/ code.

Bump the Plano version across all required files. Use when preparing a release.

Add a new LLM provider to hermesllm. Use when integrating a new AI provider.

Build the WASM plugins for Envoy. Use when WASM plugin code changes.

Build and install the Python CLI (planoai). Use after making changes to cli/ code to install locally.

Build the brightstaff native binary. Use when brightstaff code changes.

Use run_shell with python-docx as reliable fallback when read_file fails on .docx files

Guide for working with Feast (Feature Store) — defining features, configuring feature_store.yaml, retrieving features online/offline, using the CLI, and building RAG retrieval pipelines. Use when the user asks about creating entities, feature views, on-demand feature views, stream feature views, feature services, data sources, feature_store.yaml configuration, feast apply/materialize commands, online or historical feature retrieval, or vector-based document retrieval with Feast.

Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API. Use for code review, architecture feedback, or any external consultation.

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Creates `.claude/product-marketing-context.md` that other marketing skills reference.

Map SEO market leaders, winning content themes, keyword coverage, backlinks, and strategic gaps.

Generate a Twitter/X post highlighting a Forge feature. Use when the user asks to write a tweet, create a Twitter post, or promote a ForgeCode feature on social media. The post always accompanies an attached video demonstrating the feature.

Secret management expert. ALWAYS invoke this skill when you need to read API keys, tokens, or other secrets configured by the user. Never hardcode credentials — use this skill to retrieve them securely.

Test-driven development with red-green-refactor loops built around vertical slices (tracer bullets), not horizontal layers. Use when asked to "use TDD", "write test-first", "red-green-refactor", "build this with tests", or whenever a feature has a clear observable contract and would benefit from tests that outlive refactors. Complements the bundled test and add-tests skills — use this for the discipline, use those for the mechanics.

Expert guidance for creating, writing, building, and refining GSD skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.

Build software products autonomously via GSD headless mode. Handles the full lifecycle: write a spec, launch a build, poll for completion, handle blockers, track costs, and verify the result. Use when asked to "build something", "create a project", "run gsd", "check build status", or any task that requires autonomous software development via subprocess.

Admin-side permission UI registration and DI-backed permission checking. Use this skill when adding permission controls to the admin UI — schema-based auto-generated forms, injectable permissions via createPermissionsAbstraction/ createPermissionsFeature, typed hooks (createUsePermissions), the HasPermission component (createHasPermission), and the Security.Permissions component props. Covers both simple apps and complex multi-entity permission schemas.

Creates and updates OrchardCore admin edit views using the ocat-* CSS class conventions. Use when creating or modifying Edit view files (*.Edit.cshtml, *.Fields.Edit.cshtml) to ensure correct layout and styling.

Send product demo material to a free-status customer when they ask about concrete usage, want to understand the product form, or need a first visual reference before deeper sales qualification.

腾讯云命令行工具速查手册。通过命令行方式管理和操作腾讯云 200+ 云产品资源， 支持实例查询、启动、停止、域名解析等功能。当用户提到腾讯云、tccli、CVM、 Lighthouse、DNSPod、VPC、SSL 证书等腾讯云服务操作时触发。