How to add new CLI commands to flow. Use when creating a new subcommand, adding flags, or modifying the command tree.
Add a new cuTile GPU kernel operator to TileGym. Covers dispatch registration in ops.py, cuTile backend implementation, __init__.py exports, test creation, and benchmark — from…
Use when adding responses to markdown documents with user-highlighted comments, encountering markup errors, or unsure about mark tag placement - ensures proper model-highlight…
Guide for adding support for new LLM or VLM models in Megatron-Bridge. Covers bridge, provider, recipe, tests, docs, and examples.
Guide for adding new LLM models to Letta Code. Use when the user wants to add support for a new model, needs to know valid model handles, or wants to update the model…
Use when adding support for a new Nango provider - configures provider in providers.yaml, creates documentation (main page, setup guide, connect guide), and updates docs.json…
Adds a new type of event that gets persisted to the event log. Use this when adding new kinds of write operations to the system or when adding new events to existing code.
Add a Tauri splashscreen, loading screen, or startup screen to an app, covering configuration, custom splash HTML, styling, and closing the splash when ready.
Implement Tauri system tray functionality including tray icon setup, tray menu creation, event handling, and runtime updates in the notification area.
Use when user wants to add, update, commit, or push anything to the Oswald GitHub repository - guides through branch selection, file staging, committing, and PR creation step by…
Add tweets to the Second Brain. Use when the user provides a Twitter/X URL and pasted tweet content, asking to "add a tweet", "save this tweet", or "capture this tweet".
Addison BWA-Konfiguration. Anwendungsfall Kanzleien mit Wolters Kluwer Addison statt DATEV. Methodik Unterschiede zu DATEV Konten-Konfiguration Branchenanpassung.
MagicBlock Dev Skill を使って、Claude Code、Claude.ai、Codex、Cursor、Windsurf、Cline、Continue などの AI コーディングエージェントに MagicBlock 固有の開発パターンを取り込みます — 委任フロー、Magic…
Merge agent-specific tool sets (MCP clients + fetched tools) into the parent context without disrupting the parent’s existing pool.
Cross-cutting contract that inverts the burden of proof for code additions. Every proposed addition must be justified with evidence, or it does not ship.
Google BigQuery remote MCP conventions (preview) — GCP Workload Identity Federation auth never a static service-account key, a read-only bigquery.jobUser + dataViewer role,…
Databricks Managed MCP conventions (Public Preview) — Unity Catalog ACLs as the upstream gate, OAuth only never a personal access token, Genie spaces treated as downstream lineage…
dbt-core conventions — contract-first models with contract.enforced true, mandatory unit tests, a semantic layer as the single metric source of truth, the dbt remote MCP as the…
Drizzle ORM conventions — schema as source of truth, the generate/migrate workflow, expand-contract migrations for safe production changes, no destructive DDL without a reviewed…
DuckDB + MotherDuck conventions — local-first SQL over Parquet/CSV/JSON with no warehouse round-trip, MotherDuck OAuth (never a static token), sample-then-scale even locally, and…
EAS Build / Submit / Update conventions for Expo apps — development/preview/production profiles in eas.json, the OTA-vs-binary decision via expo prebuild --check, and two-key…
Expo's hosted MCP (mcp.expo.dev, Streamable HTTP + OAuth) for EAS Build/Submit/Workflow inspection. Use when wiring or driving the Expo MCP for a React Native Expo project —…
Fastlane lane conventions for iOS + Android store delivery — beta/release/internal/production lanes, screenshot lanes, match signing with an App Store Connect API key kept out of…
Langfuse OSS LLM-observability conventions — production traces graduate to the next eval dataset, cross-family LLM judges, versioned reproducible datasets, the MCP at…
MLflow tracking conventions — MLflow 3.5.1+ as the minimum, every training run logged, GenAI tracing for LLM apps, the run-comparator agent flagging suspicious improvements, and…
Patrol E2E conventions for Flutter — extends integration_test with native automation (UIAutomator + XCUITest) to tap permission dialogs, toggle system settings, handle…
Polars idioms — lazy frames via scan_parquet with a single final collect, with_columns over column assignment, DuckDB via pl.SQLContext for heavy joins, Polars v1.40 as the…
iOS PrivacyInfo.xcprivacy authoring — Required Reason API categories with Apple-approved reason codes, NSPrivacyTracking / NSPrivacyTrackingDomains / NSPrivacyCollectedDataTypes…
Sanity CMS conventions — fetching with a pinned apiVersion @sanity/client, typed GROQ via defineQuery + typegen, Portable Text and image-url rendering, and env-var-only tokens…
Sentry error and performance monitoring conventions — MCP output treated as untrusted, public DSN vs secret auth token handling, PII data minimization with beforeSend, and…
Snowflake Cortex Managed MCP conventions — OAuth only never a static password, Cortex Agent Evaluations as the agent-run eval surface, a SELECT-only read-only role, and mutation…
Tailwind CSS + shadcn/ui conventions — utility classes as the sole styling mechanism, shadcn primitives over hand-rolled Radix, installing via the MCP or CLI, class-order…
Weights & Biases conventions — the official wandb-mcp-server with WANDB_API_KEY auth, Weave as the GenAI trace surface, Reports as the human-review surface the agent can author,…
Walk every unresolved review thread on a PR, triage each one, reply with a rationale of whether or not the comment will be acted upon, make the code change if warranted, and mark…
Walk through Copilot review comments on a PR, auto-address the clear-cut ones, and queue subjective ones for the user to decide.
Review PR feedback and address each item interactively
Use when the user asks to address Gemini review comments, handle gemini-code-assist bot feedback, triage Gemini's automated code review suggestions, or respond to…
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. — from general/general-misc
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. — from general/general-misc
Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.
Fetch a GitHub issue, create a tusk task from it, and work through it with /tusk
Address open issues using issue-thread-driven agent loops with 2-way human-AI collaboration
Parse unstructured addresses into structured components - street, city, state, zip, country with validation.
Addresses PR review comments by making code changes and posting replies. Takes a PR number or auto-detects from current branch.
Unified PR feedback workflow - collect, triage, and fix review comments in a single command.
Use when addressing PR review comments from Copilot, Claude, or human reviewers. Critically assesses each comment, recommends action (implement/push-back/discuss), and executes…
AddressSanitizer detects memory errors during fuzzing. Use when fuzzing C/C++ code to find buffer overflows and use-after-free bugs.
AddressFinder Australia integration. Manage data, records, and automate workflows. Use when the user wants to interact with AddressFinder Australia data.
Fetches, organizes, and addresses PR review comments from GitHub. Use when user asks to review PR comments, fix PR feedback, check what reviewers said, address review comments, or…
Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas. — from ComeOnOliver/skillshub
AddSearch integration. Manage data, records, and automate workflows. Use when the user wants to interact with AddSearch data.
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules file — from…
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another.
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engi — from…
Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the outp — from…
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple — from…
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file.
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the…
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improveme — from…