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- ▌ Interview Questions Reference · tools-only bundleThis document defines the questions Claude should ask (via AskUserQuestion) before generating images with sf-diagram-nanobananapro.
- ▌ File Scaffold 67 · tools-only bundleThis skill helps developers implement linear rate limiting and backoff. It provides step-by-step guidance for Linear integration following best practices and production-ready patterns.
- ▌ File Scaffold 76 · tools-only bundleThis skill helps developers implement notion rate limiting and backoff. It provides step-by-step guidance for Notion integration following best practices and production-ready patterns.
- ▌ File Scaffold 83 · tools-only bundleThis skill helps developers implement podium rate limiting and backoff. It provides step-by-step guidance for Podium integration following best practices and production-ready patterns.
- ▌ Interactive API Documentation · tools-only bundleconst client = new Client({ apiKey: 'your_key' }); const user = await client.users.create({
- ▌ Remove Tunacode CLI Compatibility Shim · tools-only bundleRemoved the temporary tunacode.cli package shim so the only supported CLI entrypoint is tunacode.ui.main, aligning code and docs on a single import path.
- ▌ Tunacode Architecture Refactoring Plan · tools-only bundleParity tests are CRITICAL. They let us migrate incrementally with confidence.
- ▌ Tunacode Architecture Refactoring Plan 2 · tools-only bundleParity tests are CRITICAL. They let us migrate incrementally with confidence.
- ▌ File Scaffold 74 · tools-only bundleThis skill helps developers implement mistral ai rate limiting and backoff. It provides step-by-step guidance for Mistral AI integration following best practices and production-ready patterns.
- ▌ File Scaffold 78 · tools-only bundleThis skill helps developers implement onenote rate limiting and backoff. It provides step-by-step guidance for OneNote integration following best practices and production-ready patterns.
- ▌ File Scaffold 82 · tools-only bundleThis skill helps developers implement persona rate limiting and backoff. It provides step-by-step guidance for Persona integration following best practices and production-ready patterns.
- ▌ Unit Testing Incremental Models · tools-only bundleWhen configuring your unit test, you can override the output of macros, vars, or environment variables. This enables you to unit test your incremental models in "full refresh" and "incremental" modes.
- ▌ Interview Protocol · tools-only bundleThe interview runs directly in this skill (not subagent) because AskUserQuestion only works in main conversation context.
- ▌ Implementing Server Side UI Renderer · tools-only bundleServer side renderers can be developed as separate python modules, and plugged into UI Agent backend using framework available in UI Agent Core. It is based on Stevedore Plugin framework.
- ▌ Evidence Based Intervention Guidelines 2 · tools-only bundleThis reference provides comprehensive guidance on selecting, implementing, and documenting evidence-based interventions across pharmacological, non-pharmacological, and procedural treatment modalities.
- ▌ Dangling Tool Calls On User Abort · tools-only bundleWhen a user aborted mid-tool-call (Ctrl+C or tool denial), the conversation history was left with a ModelResponse containing tool calls but no corresponding ToolReturn messages.
- ▌ Root Cause 10 · tools-only bundleRemoved global mutable cache state from the user configuration module. The previous implementation used module-level configfingerprint and configcache variables for a fast-path optimization that was likely premature for…
- ▌ Infrastructure As Code · tools-only bundleThis reference guide provides comprehensive information for senior devops.
- ▌ Root Cause 6 · tools-only bundlelistdir raised FileNotFoundError on non-existent directories, which @basetool wrapped as ToolExecutionError.
- ▌ Behavioral Impact 7 · tools-only bundleMoved the app-level ESC cancellation cascade into a dedicated ui/esc module and delegated actioncancelrequest() to an explicit handler. This isolates ESC logic from app internals and makes the dependency inputs explicit.
- ▌ Behavioral Impact 8 · tools-only bundleRemoved the unused ToolBuffer shim from the agent loop and strengthened the system prompt to demand batched read-only tool calls during discovery, aligning the runtime with actual parallel tool execution capabilities.
- ▌ Resource Bar Shows Usage Total Tokens · tools-only bundleThe resource bar now reads token totals from accumulated usage metrics rather than heuristic message counts, keeping the UI aligned with provider-reported usage.
- ▌ Task 01 Canonical Messaging Adoption · tools-only bundleReplace 3 production call sites using legacy getmessagecontent() with the canonical adapter.get_content().
- ▌ Centralized Panel Width Handling · tools-only bundlePR #244 centralized panel width calculations into a single module (panel_widths.py) and removed redundant width logic from 9+ tool renderers.
- ▌ Normalize Tool Names Before Dispatch · tools-only bundleTool calls with leading/trailing whitespace in tool_name failed to dispatch (e.g., " glob"), resulting in unknown-tool errors instead of retries.
- ▌ Tunacode Core Init Py · tools-only bundleRemove all all exports from internal modules and convert to direct imports. Modern Python practice (2024-2025) is that all creates false public API and is only useful for wildcard imports (from module import *), which…
- ▌ Skill Seekers Intelligence System Technical Architecture · tools-only bundleThe Skill Seekers Intelligence System is a multi-layered architecture that automatically generates, updates, and intelligently loads codebase knowledge into Claude Code's context.
- ▌ Intelligent Textbook Creation Workshop · tools-only bundleWe are hosting one at The Thinking Spot on Monday Dec. 1st 2025 from 6:30 pm to 8:30 pm. Please let Dan know if you can attend.
- ▌ Root Cause 9 · tools-only bundleBoundary contracts between UI, core, and tools are partially implicit: several callbacks and tool entry points are typed as Any or use broad protocols, so the contract is not enforced by typing or tests.
- ▌ Remove Heuristic Token Counting From Agent Flow · tools-only bundleThe agent run flow no longer recomputes token totals by iterating over message history. This removes the slow heuristic updatetokencount path in favor of usage totals as the canonical source for token display.
- ▌ File Scaffold 65 · tools-only bundleThis skill helps developers implement langfuse rate limiting and backoff. It provides step-by-step guidance for Langfuse integration following best practices and production-ready patterns.
- ▌ File Scaffold 68 · tools-only bundleThis skill helps developers implement linktree rate limiting and backoff. It provides step-by-step guidance for Linktree integration following best practices and production-ready patterns.
- ▌ File Scaffold 69 · tools-only bundleThis skill helps developers implement lokalise rate limiting and backoff. It provides step-by-step guidance for Lokalise integration following best practices and production-ready patterns.
- ▌ File Scaffold 77 · tools-only bundleThis skill helps developers implement obsidian rate limiting and backoff. It provides step-by-step guidance for Obsidian integration following best practices and production-ready patterns.
- ▌ File Scaffold 81 · tools-only bundleThis skill helps developers implement palantir rate limiting and backoff. It provides step-by-step guidance for Palantir integration following best practices and production-ready patterns.
- ▌ File Scaffold 71 · tools-only bundleThis skill helps developers implement maintainx rate limiting and backoff. It provides step-by-step guidance for MaintainX integration following best practices and production-ready patterns.
- ▌ File Scaffold 79 · tools-only bundleThis skill helps developers implement openevidence rate limiting and backoff. It provides step-by-step guidance for OpenEvidence integration following best practices and production-ready patterns.
- ▌ File Scaffold 70 · tools-only bundleThis skill helps developers implement lucidchart rate limiting and backoff. It provides step-by-step guidance for Lucidchart integration following best practices and production-ready patterns.
- ▌ File Scaffold 72 · tools-only bundleThis skill helps developers implement mindtickle rate limiting and backoff. It provides step-by-step guidance for Mindtickle integration following best practices and production-ready patterns.
- ▌ File Scaffold 80 · tools-only bundleThis skill helps developers implement oracle cloud rate limiting and backoff. It provides step-by-step guidance for Oracle Cloud integration following best practices and production-ready patterns.
- ▌ Deep Codebase Analysis · tools-only bundleYou are about to perform a systematic, thorough analysis of this codebase. Your goal is to build such deep understanding that you can confidently collaborate on modifications, anticipate ripple effects, and make…
- ▌ Update Codebase Map Docs For Phase 1 · tools-only bundleUpdate docs/codebase-map modules impacted by Phase 1 changes (core-state, core-agents/streaming).
- ▌ Grok Xai Integration · tools-only bundleMemU supports Grok, the AI model from xAI, as a first-class LLM provider.
- ▌ Grok Xai Provider · tools-only bundlememU includes first-class support for Grok, allowing you to leverage xAI's powerful language models directly within your application.
- ▌ Sorted Tables · tools-only bundleThe implementation of leveldb is similar in spirit to the representation of a single Bigtable tablet (section 5.3).
- ▌ Gpu Acceleration On Modal · tools-only bundleModal respects ordering and allocates most preferred available GPU.
- ▌ Migration Gotchas And Common Pitfalls · tools-only bundleSpring Boot Maven parent configures @ delimiters for resource filtering. Gradle does not do this automatically.
- ▌ Problem Addressed 35 · tools-only bundlePilot is an autonomous development pipeline that ingests tickets from GitHub, Linear, Jira, or Asana and produces pull requests without human involvement in the implementation phase.
- ▌ Modal Images · tools-only bundleModal Images define the environment code runs in - containers with dependencies installed. Images are built from method chains starting from a base image.
- ▌ MCP CLI Plus Contextforge Gateway · tools-only bundleA powerful, feature-rich command-line interface for interacting with Model Context Protocol servers through IBM's ContextForge Gateway.
- ▌ Common Errors 2 · tools-only bundleEnsure observability.enabled = true, redeploy Worker, check headsamplingrate, verify traffic
- ▌ Common Errors 3 · tools-only bundleEnsure observability.enabled = true, redeploy Worker, check headsamplingrate, verify traffic
- ▌ Auto Archive Completed Rows · tools-only bundleMove rows with "Complete" status to an Archive sheet. Processes bottom-up to avoid shifting row indices.
- ▌ Eviction Processor · tools-only bundleThe eviction processor automatically saves large tool outputs to files and replaces them with a preview + file reference.
- ▌ Problem Addressed 36 · tools-only bundleKernel is a browsers-as-a-service (BaaS) API platform that provisions cloud-based Chrome browser instances for AI agents and web automations.
- ▌ How It Looks · tools-only bundleAmazing, obviously. But there's more to it than pure visual stimulation - there's numbers and... stuff.
- ▌ Protocol When Something Breaks · tools-only bundleThe goal of this command is to verify the repo is in a working state and fix issues if they exist.
- ▌ How Awesome Claude Code Works · tools-only bundleThis document provides assorted technical details about the repository structure, automated systems, and processes that power Awesome Claude Code.
- ▌ Hooks And Filters · tools-only bundleActions allow you to execute custom code at specific points in WordPress execution.
- ▌ Complete Guide To Developer Kit Commands 3 · tools-only bundleThis guide documents all 34 commands available in the Developer Kit, organized by category with brief descriptions, usage, and practical examples. See individual command files for complete details.
- ▌ HTTP Transport For Fastmcp Server · tools-only bundleThe Skill Seeker MCP server now supports both stdio (default) and HTTP transports, giving you flexibility in how you connect Claude Desktop or other MCP clients.
- ▌ Use Events For Workflow Status Publishing · tools-only bundleWorkflows can publish key-value events that clients can read. Events are persisted and useful for status updates.
- ▌ How To Use The Tdd Guide Skill · tools-only bundleThe TDD Guide skill helps engineering teams implement Test Driven Development with intelligent test generation, coverage analysis, and workflow guidance.
- ▌ Log Patterns · tools-only bundleThis document catalogs common log patterns that indicate simulation issues. Use these patterns for automated monitoring and failure diagnosis.
- ▌ Gutenberg Blocks · tools-only bundleWordPress 6.4+ uses the Block Editor (Gutenberg) as the primary editing experience. Blocks are the fundamental building units.
- ▌ Image Processing And Rendering · tools-only bundleThis reference covers accessing raw pixel data, image rendering, and creating new images in OMERO.
- ▌ Databricks Asset Bundles Dabs · tools-only bundleDatabricks Asset Bundles provide Infrastructure-as-Code for Databricks resources, enabling version control, automated deployments, and environment management.
- ▌ Multi Claude Poc Learnings · tools-only bundle✅ Bash can orchestrate multiple Claude instances ✅ Marker-based coordination is viable approach ✅ Session management concept correct ✅ Script structure scales to 5+ phases
- ▌ Retio Pagemap · tools-only bundleRetio PageMap is a Python MCP server that compresses raw HTML pages (~100K tokens) into structured 2-5K token PageMap representations while preserving all interactive elements with numbered reference IDs.
- ▌ Configuration Export And Import · tools-only bundleContextForge provides comprehensive configuration export and import capabilities for backup, disaster recovery, environment promotion, and configuration management workflows.
- ▌ Hooks And Plugins · tools-only bundleCustomize and extend Claude Code behavior with hooks and plugins.
- ▌ Hardware Backends In Pylabrobot · tools-only bundlePyLabRobot uses a backend abstraction system that allows the same protocol code to run on different liquid handling robots and platforms.
- ▌ Cost Tracking · tools-only bundlepydantic-deep tracks token usage and USD costs automatically using CostTrackingMiddleware from pydantic-ai-middleware. Cost tracking is enabled by default.
- ▌ Enqueue Workflows From External Applications 2 · tools-only bundleUse client.Enqueue() to submit workflows from outside your DBOS application. Since the Client runs externally, workflow and queue metadata must be specified explicitly by name.
- ▌ Enqueue Workflows From External Applications 3 · tools-only bundleUse client.enqueue() to submit workflows from outside the DBOS application. Must specify workflow and queue names explicitly.
- ▌ How To Guide Generation C3 3 2 · tools-only bundleThe How-To Guide Builder automatically generates comprehensive, step-by-step tutorials from workflow examples extracted from test files.
- ▌ Image Generation Reference · tools-only bundleComprehensive guide for image creation, editing, and composition using Gemini API.
- ▌ File Scaffold 58 · tools-only bundleThis skill helps developers implement hex rate limiting and backoff. It provides step-by-step guidance for Hex integration following best practices and production-ready patterns.
- ▌ Data Exploration · tools-only bundleTools for discovering table schemas and executing SQL queries in Databricks.
- ▌ Set Workflow Timeouts · tools-only bundleUse SetWorkflowTimeout to limit workflow execution time. Timed-out workflows are cancelled.
- ▌ Httpx Skill Quality Analysis Ultra Deep Grading · tools-only bundle✅ Navigation Guidance: Lines 424-475 provide explicit navigation for Beginner/Intermediate/Advanced users - exceptional UX.
- ▌ Imagemagick Image Editing · tools-only bundleComplete guide to format conversion, resizing, effects, transformations, and composition.
- ▌ Default File Patterns · tools-only bundleBefore proceeding, ALWAYS INVOKE the pinecone:assistant skill before commencing workflow. This will allow correct resolution of plugin root directory for scripts being run.
- ▌ Delegation Guide For Plan Reviews · tools-only bundleInstructions for spawning and managing review sub-agents in Step 9 of /create-plan.
- ▌ Control Queue Concurrency · tools-only bundleQueues support worker-level and global concurrency limits to prevent resource exhaustion.
- ▌ Control Queue Concurrency 2 · tools-only bundleQueues support worker-level and global concurrency limits to prevent resource exhaustion.
- ▌ Control Queue Concurrency 3 · tools-only bundleQueues support worker-level and global concurrency limits to prevent resource exhaustion.
- ▌ Example Usage 3 · tools-only bundleBefore proceeding, ALWAYS INVOKE the pinecone:assistant skill before commencing workflow. This will allow correct resolution of plugin root directory for scripts being run.
- ▌ File Scaffold 50 · tools-only bundleThis skill helps developers implement fly.io rate limiting and backoff. It provides step-by-step guidance for Fly.io integration following best practices and production-ready patterns.
- ▌ Use Patching For Safe Workflow Upgrades · tools-only bundleUse DBOS.patch() to safely deploy breaking workflow changes. Breaking changes alter what steps run or their order.
- ▌ File Scaffold 51 · tools-only bundleThis skill helps developers implement fondo rate limiting and backoff. It provides step-by-step guidance for Fondo integration following best practices and production-ready patterns.
- ▌ File Scaffold 53 · tools-only bundleThis skill helps developers implement gamma rate limiting and backoff. It provides step-by-step guidance for Gamma integration following best practices and production-ready patterns.
- ▌ File Scaffold 54 · tools-only bundleThis skill helps developers implement glean rate limiting and backoff. It provides step-by-step guidance for Glean integration following best practices and production-ready patterns.
- ▌ Use Transactions For Database Operations 2 · tools-only bundleUse datasource transactions for database operations within workflows. Transactions commit exactly once and are checkpointed for recovery.
- ▌ Content Security Policy Cheat Sheet · tools-only bundleThis article brings forth a way to integrate the defense in depth concept to the client-side of web applications.
- ▌ Content Security Policy Cheat Sheet 2 · tools-only bundleThis article brings forth a way to integrate the defense in depth concept to the client-side of web applications.
- ▌ Managing Dbt Packages 2 · tools-only bundledbt packages extend functionality with reusable macros and tests. Check what's installed before writing tests or models that depend on package functionality.
- ▌ Workflow Patterns 3 · tools-only bundlePatterns for structuring multi-step workflows and decision logic in skills.
- ▌ Lr V1 5 0 Release Notes · tools-only bundlev1.5.0 introduces Fractal Agency and True Parallelism, transforming Lár from a linear workflow engine into a system capable of massive, concurrent, self-organizing complexity.
- ▌ Navigator V3 3 0 Release Notes · tools-only bundleAutomated setup for visual regression testing with Storybook and Chromatic/Percy/BackstopJS.