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- ▌ Implementation Plan Advanced Heuristic Heading Detection · tools-only bundleReplace the naive font-size-based heading detector with a robust probabilistic scoring system.
- ▌ Persistent Memory For Harnesses Multi Perspective Analysis · tools-only bundleFive Opus agents analyzed how persistent memory techniques can enhance the halt toolkit's harnesses (/melt, /heavy, /repair, /burndown).
- ▌ Persistent Memory For Harnesses Multi Perspective Analysis 2 · tools-only bundleFive Opus agents analyzed how persistent memory techniques can enhance the halt toolkit's harnesses (/melt, /heavy, /repair, /burndown).
- ▌ The Amnesiac Architect · tools-only bundleWhat Twenty-Four AI Agents Learned About Teaching Machines to Remember
- ▌ Elixir Documentation Skills Design · tools-only bundleThree new skills for the beagle-elixir plugin covering Elixir documentation writing, ExDoc configuration, and documentation review.
- ▌ Security Architecture Patterns · tools-only bundleNever trust, always verify. Every request authenticated and authorized regardless of network location.
- ▌ Common Ground 2 · tools-only bundleClaude often operates on assumptions about project context, technology choices, coding standards, and user preferences.
- ▌ Time Series Regression · tools-only bundleAeon provides time series regressors across 9 categories for predicting continuous values from temporal sequences.
- ▌ Quick Start 12 · tools-only bundleAI-powered code review tool that analyzes git branch differences and generates comprehensive review reports with structured output.
- ▌ Plan Add Experimental Opengrep Sast Integration · tools-only bundleReviewCerberus currently reviews code using only an LLM agent. Adding a SAST pre-scan via OpenGrep (a Semgrep fork) can provide the LLM with concrete security signals to verify or dismiss.
- ▌ Xai Grok · tools-only bundlexAI provides access to Grok, an AI assistant with real-time knowledge and a unique personality. Grok models are designed to be helpful, truthful, and engaging, with access to current information.
- ▌ React 19 Typescript Patterns · tools-only bundleReact 19 introduces breaking changes and new APIs requiring updated TypeScript patterns.
- ▌ Strategic Recommendations · tools-only bundleThe system demonstrates strong technical performance with a 99.95% uptime rate, low 0.3% error rate, and acceptable API response times at 245ms (p95).
- ▌ Chat Orchestration Specification · tools-only bundleTBD - created by archiving change add-chat-orchestrator-agent. Update Purpose after archive.
- ▌ Agent Debug Sidebar Specification · tools-only bundleTBD - created by archiving change add-agent-debug-sidebar. Update Purpose after archive.
- ▌ Third Party Javascript Management Cheat Sheet · tools-only bundleTags, aka marketing tags, analytics tags etc. are small bits of JavaScript on a web page. They can also be HTML image elements when JavaScript is disabled.
- ▌ REST Security Cheat Sheet · tools-only bundleIt evolved as Fielding wrote the HTTP/1.1 and URI specs and has been proven to be well-suited for developing distributed hypermedia applications.
- ▌ Phylogenetics With Bio Phylo · tools-only bundleBio.Phylo provides a unified toolkit for reading, writing, analyzing, and visualizing phylogenetic trees. It supports multiple file formats including Newick, NEXUS, phyloXML, NeXML, and CDAO.
- ▌ Environment Variables 4 · tools-only bundleJina provides advanced embedding and reranking capabilities with native support for task optimization, late chunking, and output dimension control.
- ▌ Chipsec Static Analysis Skill Implementation Plan · tools-only bundleThis plan outlines the implementation of a Claude Code skill for UEFI firmware static analysis using chipsec.
- ▌ Plan Refactor Lifecycle Py To Applifecycle · tools-only bundleCreate an AppLifecycle class that owns lifecycle sequencing and mount/unmount flow.
- ▌ Context And Understanding · tools-only bundleI noticed an issue with the way we configured this. All of them are using the same BASEURL and APIKEY environment variables. So, if the user has different services for each of them, it won't be possible to use them.
- ▌ API Key · tools-only bundleWe support ALL Groq models, just set groq/ as a prefix when sending completion requests
- ▌ Who You Are · tools-only bundleYou're not a chatbot. You're not an assistant waiting to be told what to do. You're a craftsman with access to powerful tools, working alongside a human who trusts you with their codebase.
- ▌ Who You Are 2 · tools-only bundleYou're not a chatbot. You're not an assistant waiting to be told what to do. You're a craftsman with access to powerful tools, working alongside a human who trusts you with their codebase.
- ▌ Who You Are 3 · tools-only bundleYou're not a chatbot. You're not an assistant waiting to be told what to do. You're a craftsman with access to powerful tools, working alongside a human who trusts you with their codebase.
- ▌ Resolve Endpoint Entity Identification · tools-only bundleThe Resolve API identifies Data Commons IDs (DCIDs) for entities in the knowledge graph. DCIDs are required for most queries in the Data Commons API, so resolution is typically the first step in any workflow.
- ▌ Fix Plan Auto Approval Bug For Cross Directory Sessions · tools-only bundleWhen an appfix session navigates to a new directory (not under originproject), auto-approval stops working because _iscwdunderorigin() returns False.
- ▌ Chat Visualization Specification · tools-only bundleTBD - created by archiving change add-chat-visualization. Update Purpose after archive.
- ▌ Financial Report Analysis Specification · tools-only bundleTBD - created by archiving change add-financial-report-agent. Update Purpose after archive.
- ▌ Added Requirements · tools-only bundleThe system SHALL emit an SSE event of type visualization when an agent tool returns structured chart data, containing the chart type, component name, title, and props sufficient to render the corresponding frontend…
- ▌ Vertex AI · tools-only bundleVertex AI is Google Cloud's enterprise AI platform, providing access to Gemini models, embeddings, and text-to-speech capabilities with enterprise-grade security and scalability.
- ▌ Refactoring Patterns · tools-only bundleEnables large refactorings to happen incrementally without breaking existing code.
- ▌ User Configuration Files · tools-only bundleThe User configuration file is the central settings file for a specific user instance of WilmerAI. It defines server behavior, workflow routing, memory management, file paths, and logging.
- ▌ Rules For Creating The Table · tools-only bundleYou are an expert in analyzing web documents to create comprehensive documentation of user interactions based on previously identified actions.
- ▌ Rules For Creating The Table 2 · tools-only bundleYou are an expert in analyzing web documents to create comprehensive documentation of user interactions.
- ▌ Pull The Model · tools-only bundleSee the model warnings section for information on warnings which will occur when working with models that aider is not familiar with.
- ▌ Install Ollama Macos Linux · tools-only bundleOllama enables local deployment of various open-source language models and embeddings with a simple API interface. It provides privacy-focused, self-hosted AI capabilities without cloud dependencies.
- ▌ Environment Variables 8 · tools-only bundleVoyage provides specialized embeddings and reranking optimized for retrieval tasks, with strong performance on code search and domain-specific applications.
- ▌ Status Command · tools-only bundleThe status command validates whether growth loop requirements have been implemented in your codebase, using AST parsing to verify that required files, functions, and patterns are present.
- ▌ Automation Advisor Current Status · tools-only bundle✅ Server running on localhost:8080 ✅ Page loads without errors ✅ Normalized gradient header displays correctly ✅ Design system variables loaded ✅ All hardening features functional
- ▌ Blockchain Explorer CLI · tools-only bundleYou are a blockchain data analysis specialist. When this command is invoked, help users explore and understand blockchain data including transactions, addresses, smart contracts, and tokens.
- ▌ Codex Review Backend · tools-only bundleAdd Codex CLI as alternative review backend for cross-model code reviews. Enables Windows/Linux users (who can't use RepoPrompt) to get multi-model review quality gates.
- ▌ Fn 6 Tui Multi Run Support · tools-only bundleTab key cycles between Ralph runs in current project. Users may have multiple runs (interrupted, retried, different epics).
- ▌ Qiskit Patterns The Four Step Workflow · tools-only bundleQiskit Patterns provide a general framework for solving domain-specific quantum computing problems in four stages: Map, Optimize, Execute, and Post-process.
- ▌ PDF Image Extraction Task B1 5 · tools-only bundleTask B1.5 adds the ability to extract images (diagrams, screenshots, charts) from PDF documentation and save them as separate files. This is essential for preserving visual documentation elements in skills.
- ▌ PDF Code Block Syntax Detection Task B1 4 · tools-only bundleThis dramatically improves the accuracy and usefulness of extracted code samples from PDF documentation.
- ▌ Region2vec Genomic Region Embeddings · tools-only bundleRegion2Vec generates unsupervised embeddings of genomic regions and region sets from BED files.
- ▌ Supported Formats · tools-only bundleResources are external knowledge that agents can reference. This guide covers how to add, manage, and retrieve resources.
- ▌ AWS Cloudformation Deploy Technical Reference · tools-only bundleComprehensive technical reference for deploying ECS containers with GitHub Actions and CloudFormation.
- ▌ Environment Variables 5 · tools-only bundleMistral AI provides high-performance language models and embeddings with a focus on efficiency, multilingual capabilities, and European data residency. Their models are known for excellent performance-to-cost ratios.
- ▌ Sf Debug Credits And Acknowledgments · tools-only bundleThis skill incorporates knowledge, patterns, and insights from the Salesforce developer community. We acknowledge and thank the following contributors whose work has shaped this skill.
- ▌ React Patterns 2 · tools-only bundleProduction-ready patterns for building scalable React applications with TypeScript.
- ▌ Language Models LLM · tools-only bundleLanguage Models are the core text generation capability in Esperanto. They process text prompts and generate human-like responses, supporting various tasks from simple Q&A to complex reasoning and analysis.
- ▌ Mintlify Technical Writing Rule · tools-only bundleYou are an AI writing assistant specialized in creating exceptional technical documentation using Mintlify components and following industry-leading technical writing practices.
- ▌ Critical Rules 3 · tools-only bundleYou are an expert web content analyzer tasked with extracting and organizing information from web documents.
- ▌ Critical Rules 4 · tools-only bundleYou are an expert web content analyzer tasked with extracting and organizing information from web documents.
- ▌ Added Requirements 2 · tools-only bundleThe system SHALL execute data synchronization tasks asynchronously via a Redis-backed queue and dedicated worker processes.
- ▌ Environment Variables 10 · tools-only bundlePerplexity provides AI models with integrated web search capabilities, enabling access to up-to-date information and real-time data.
- ▌ Environment Variables 3 · tools-only bundleDeepSeek provides powerful language models with a focus on reasoning, coding, and general-purpose tasks.
- ▌ Refactoring Leaderboard · tools-only bundleThe refactoring benchmark requires a large context window to work with large source files. Therefore, results are available for fewer models.
- ▌ Intelligent Refactoring Engine · tools-only bundleI'll help you restructure your code systematically - preserving functionality while improving structure, readability, and maintainability.
- ▌ Comprehensive Codebase Refactor · tools-only bundlePerform a comprehensive codebase refactor, bug-fix sweep, and documentation sync.
- ▌ Persistent Planning · tools-only bundleCreate, update, and track a structured project plan in PLAN.md.
- ▌ Environment Variables 9 · tools-only bundleGroq provides ultra-fast inference for open-source language models and Whisper speech recognition through their custom LPU (Language Processing Unit) hardware.
- ▌ Environment Variables 2 · tools-only bundleAnthropic provides access to the Claude family of large language models, known for their strong performance on reasoning, analysis, and longer-form tasks.
- ▌ Change Directory Into Your Codebase · tools-only bundleeither in the ANTHROPICAPIKEY environment variable or via the --anthropic-api-key command line switch.
- ▌ Migration Guide Python Typescript · tools-only bundleThis guide helps you migrate from cascadeflow Python to TypeScript (Node.js/Browser).
- ▌ Migrating From Legacy Shiny To Modern Bslib · tools-only bundleThis reference maps legacy Shiny UI patterns to their modern bslib equivalents. Use this when modernizing existing apps or when tempted to use outdated patterns.
- ▌ Migration Guide · tools-only bundleThe --output choice option in jira-search.py has been replaced with standard --json and --quiet flags for consistency with other scripts.
- ▌ Migration Guide V2 X V3 0 · tools-only bundleNavigator v3.0 uses skills that auto-invoke based on your intent. Just describe what you want in natural language.
- ▌ Performance And Optimization · tools-only bundleThis reference covers Vaex's performance features including lazy evaluation, caching, memory management, async operations, and optimization strategies for processing massive datasets.
- ▌ Parameter Configuration · tools-only bundleHigher-order viscosity (nu4, nu8) damps high wavenumbers without affecting large scales.
- ▌ Environment Variables 7 · tools-only bundleOpenRouter provides unified access to multiple AI models from different providers through a single API.
- ▌ Pr Credits Thank After V2 Goes Live · tools-only bundleWhen V2 is pushed to the public repo, comment on each PR to thank the contributor and let them know their work was integrated.
- ▌ Code Guide · tools-only bundleUniversal principles for writing maintainable code. Stack-specific details should live in project CLAUDE.md files.
- ▌ Core Purpose · tools-only bundleshiv is a command-line utility for building fully self-contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
- ▌ Nvidia Cuda · tools-only bundleThe Transformers provider enables complete privacy and local processing by running models directly on your machine. No data is sent to external APIs, making it perfect for sensitive data and air-gapped environments.
- ▌ Tool Calling · tools-only bundlevllm-mlx supports OpenAI-compatible tool calling (function calling) with automatic parsing for many popular model families.
- ▌ Pebble Guide · tools-only bundleGit-backed issue tracker for AI agents. Track all work as Pebble issues.
- ▌ Pebble Guide 2 · tools-only bundleGit-backed issue tracker for AI agents. Track all work as Pebble issues.
- ▌ Perplexity AI Pplx API · tools-only bundleYou can set the reasoning effort by setting the reasoning_effort parameter.
- ▌ Perplexity AI Pplx API 2 · tools-only bundleYou can set the reasoning effort by setting the reasoning_effort parameter.
- ▌ Credits And Acknowledgments 4 · tools-only bundleThis skill was built upon the collective wisdom of the Salesforce developer community. We gratefully acknowledge the following authors and resources whose ideas, patterns, and best practices have shaped this skill.
- ▌ Tui Ralph Control Integration · tools-only bundleIntegrate Ralph async control commands into flow-next-tui, allowing users to monitor and control Ralph runs from the terminal UI.
- ▌ Q Flake8 Quotes Rules · tools-only bundleThis rule family provides specialized checks for Python code quality and specific use cases.
- ▌ Tool Function Calling · tools-only bundleTool calling (also known as function calling) allows language models to request execution of predefined functions during a conversation.
- ▌ Problem Addressed 8 · tools-only bundleRA.Aid (pronounced "raid") is a standalone autonomous software development assistant built on LangGraph's agent-based task execution framework.
- ▌ Mcpjam Inspector Local Development And Testing Tool For MCP · tools-only bundleMCPJam Inspector is a comprehensive local development and testing tool for MCP servers, ChatGPT apps, and MCP Apps (ext-apps/SEP-1865).
- ▌ Fabric High Level Ssh Command Execution And Deployment · tools-only bundleFabric is a high-level Python library designed to execute shell commands remotely over SSH, yielding useful Python objects in return.
- ▌ Supported Openai Parameters · tools-only bundleClaude models are also available via Microsoft Azure Foundry. Use the azure/ prefix instead of anthropic/ and configure Azure authentication. See the Azure Anthropic documentation for details.
- ▌ Supported Openai Parameters 2 · tools-only bundleClaude models are also available via Microsoft Azure Foundry. Use the azure/ prefix instead of anthropic/ and configure Azure authentication. See the Azure Anthropic documentation for details.
- ▌ Fn 22 53k 4 Skill Flow Next Epic Review Skill Md Plus · tools-only bundleCreated flow-next-epic-review skill with SKILL.md, workflow.md, and flowctl-reference.md. Supports rp/codex backends with same verdict tags (SHIP/NEEDS_WORK), fix loop pattern, and receipt format as impl-review.
- ▌ Agent Skill Skill Md · tools-only bundle精确检测 MCP 代码中的认证绕过与授权漏洞,对应 OWASP MCP07 (Insufficient Auth & Authz)。
- ▌ Codex Plan Command · tools-only bundleSave the crafted prompt to prompttocodex.md for manual execution.
- ▌ Problem Addressed 9 · tools-only bundleToolJet is an open-source low-code platform for building internal tools, dashboards, business applications, workflows, and AI agents.
- ▌ Automation Advisor Design System · tools-only bundle✅ Use design tokens, never hard-coded values ✅ Maintain consistent spacing (4px grid) ✅ Apply hover/focus states to all interactive elements ✅ Test at 200% zoom ✅ Ensure 4.5:1 contrast for text ✅ Add loading states for…
- ▌ Model Discovery · tools-only bundleEsperanto provides a convenient way to discover available models from providers without creating instances.
- ▌ Groq Integration LLM CLI Skill · tools-only bundleThe LLM CLI Skill has been enhanced with support for Groq's fast Llama models. This enables you to use free, high-speed inference with Meta's Llama models through the Groq platform.
- ▌ Remediation Templates · tools-only bundleTemplates for fixing agent readiness gaps. Focus on what helps agents work effectively: fast local feedback, clear commands, documented conventions.