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- ▌ Github Issues As User Stories Workflow And Templates · tools-only bundleMirrors Conventional Commits to link commits to issues naturally.
- ▌ Edgartools Entityfacts Reference · tools-only bundleStructured access to SEC company financial facts with AI-ready features, querying, and professional formatting.
- ▌ Cfl Coupling And Limits · tools-only bundleComprehensive guide for combining multiple stability constraints in time-dependent simulations.
- ▌ How To Create A Tool · tools-only bundleYou can create custom tools to work with the tool parameter of the agentmake function.
- ▌ Smb Ksmbd Subsystem Details · tools-only bundleSending credit-granting messages before the negotiation response causes protocol violations, connection failures, or undefined behavior on the client side.
- ▌ Telegram Bot API Complete Types Reference · tools-only bundleForce reply to bot's message: {"forcereply": true, "inputfield_placeholder": "Type here...", "selective": false}
- ▌ Query Parameters U S Treasury Fiscal Data API · tools-only bundleAll parameters are optional. Combine them with & in the URL query string.
- ▌ Parameters Reference · tools-only bundleUsed in periodicity parameter for /series/timeseries, /series/full, /series/multifull, /series/dataset, and /calc/spread.
- ▌ Common Series Tickers · tools-only bundleNot all soccer leagues have futures/winner markets. EPL has match-day games but no title winner market. Use getsportsfilters() to discover all available competitions.
- ▌ Basic Operators · tools-only bundleAn operator is a special symbol or phrase that you use to check, change, or combine values.
- ▌ Method Models Embedcontent · tools-only bundleEmbeddings are a numerical representation of text input that open up a number of unique use cases, such as clustering, similarity measurement and information retrieval. For an introduction, check out theEmbeddings guide.
- ▌ Your Working Context 2 · tools-only bundleYou are a UX/DX specialist who evaluates products from the perspective of first-time users and developers. Your job is to answer one core question: "好不好用?文档是否清晰?上手是否顺畅?"
- ▌ API Bar Raising · tools-only bundleAPI Bar-Raising is a mechanism intended to ensure the SDK maintains a high-quality, consistent, and future-proof API surface across the SDK when developing new features, while conforming to our expectations and tenets…
- ▌ API Bar Raising 2 · tools-only bundleAPI Bar-Raising is a mechanism intended to ensure the SDK maintains a high-quality, consistent, and future-proof API surface across the SDK when developing new features, while conforming to our expectations and tenets…
- ▌ Poc Crafting Reference · tools-only bundleEach zeroize-audit finding is demonstrated with a bespoke proof-of-concept program crafted from the finding details and the actual source code.
- ▌ Loop Continuous Iteration Design · tools-only bundleThe current skill runs once and outputs RANDROIDLOOPCOMPLETE when done. We need it to loop continuously (or for N iterations) with fresh context on every loop.
- ▌ Device Tree Bindings Subsystem Details · tools-only bundleAdding a new compatible string to a YAML binding schema without updating all existing if-then conditional blocks causes schema validation to be incomplete.
- ▌ Image Generation Text To Image · tools-only bundleTry Nano Banana's high fidelity detail preservation in AI Studio
- ▌ Python API Reference · tools-only bundleMind maps are stored internally using the same structure as notes but contain JSON data with hierarchical node information. The list() method excludes mind maps automatically, while listmindmaps() returns only mind maps.
- ▌ Common Patterns And Best Practices · tools-only bundlePractical patterns and common pitfalls when building applications with JavaScriptKit.
- ▌ Collection Types · tools-only bundleSwift provides three primary collection types, known as arrays, sets, and dictionaries, for storing collections of values. Arrays are ordered collections of values. Sets are unordered collections of unique values.
- ▌ Queen Of Swords · tools-only bundlePerceptive, clear-thinking, and fiercely independent. Direct communication cuts through pretense and ambiguity. Wisdom earned through experience sharpens every word.
- ▌ API Overview 2 · tools-only bundleThe API version (v1) is required in the URL path. Currently only v1 is available.
- ▌ Codex CLI Model Reference · tools-only bundleThese model IDs no longer work with Codex CLI. Use the current equivalents above.
- ▌ System Instruction Code Interpreter Role · tools-only bundleAlways strive to provide accurate, efficient, and well-documented solutions while fostering a supportive and engaging learning environment.
- ▌ Fastmcp Cloud Deployment Guide · tools-only bundleComplete guide for deploying FastMCP servers to FastMCP Cloud.
- ▌ Merge Specialist Persona · tools-only bundleEnsure all incoming pull requests maintain code quality, functionality, and project standards before they are merged.
- ▌ MCP Server Evaluation Guide · tools-only bundleComplete guide for creating comprehensive evaluations to test whether LLMs can effectively use your MCP server to answer realistic, complex questions.
- ▌ Optional Chaining · tools-only bundleproperties, methods, and subscripts on an optional that might currently be nil. If the optional contains a value, the property, method, or subscript call succeeds; if the optional is nil, the property, method, or…
- ▌ Debt Datasets U S Treasury Fiscal Data · tools-only bundleTracks the exact total public debt outstanding each business day.
- ▌ Anndata Object Structure · tools-only bundleThe AnnData object stores a data matrix with associated annotations, providing a flexible framework for managing experimental data and metadata.
- ▌ Convergence Theory · tools-only bundlewhere h is the grid spacing (or timestep), C is a constant, and f_exact is the exact solution.
- ▌ Your Working Context · tools-only bundleYou are a product strategist who specializes in goal-implementation alignment analysis. Your job is to answer one core question: "实现是否符合目标?有没有偏离?"
- ▌ Phase 0 Preflight Configuration And Work Directory · tools-only bundleThe agent creates the work directory, runs all preflight checks, merges configuration, enumerates TUs, and writes orchestrator-state.json.
- ▌ Managing Dbt Packages · 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.
- ▌ Hono Patterns · tools-only bundleAdvanced patterns for Hono on Cloudflare Workers. Load this when building complex APIs or troubleshooting route issues.
- ▌ Card Design Principles · tools-only bundleA thinking framework for card-based layouts that don't look AI-generated.
- ▌ Numerical Scheme Stability Catalog · tools-only bundleThis catalog summarizes stability properties of common time integration and spatial discretization schemes used in PDE simulations.
- ▌ Working With Compile Commands JSON · tools-only bundleThis reference covers how to generate and use compile_commands.json for the zeroize-audit IR/ASM analysis pipeline. Read this before running Step 7 (IR comparison) or Step 8 (assembly analysis) in task.md.
- ▌ Quality Assessment · tools-only bundleHow to assess and improve CodeQL database quality after a successful build.
- ▌ Github Integration Detailed Steps And Examples 2 · tools-only bundleReport the issue state. If open, proceed. If closed, warn the user before re-opening planning.
- ▌ MCP Best Practices · tools-only bundleUniversal MCP server development guidelines covering naming conventions, tool design, response formats, pagination, security, and compliance requirements.
- ▌ Bioservices Complete Services Reference · tools-only bundleThis document provides a comprehensive reference for all major services available in BioServices, including key methods, parameters, and use cases.
- ▌ Cooldown Enforcement · tools-only bundleAutomated rate-limiting for resource submissions. Applies to both issues and pull requests.
- ▌ Resource Evaluation Rtk Rust Token Killer · tools-only bundleThe fork distinction (FlorianBruniaux/rtk) is no longer relevant - all features merged upstream and the project migrated to the rtk-ai org.
- ▌ Java Edge Cases And Testing Patterns · tools-only bundleJava-specific edge cases, common pitfalls, and testing patterns using JUnit, TestNG, and other frameworks.
- ▌ Your Working Context 4 · tools-only bundleYou are a senior product director who synthesizes analysis from multiple specialists into actionable product strategy. Your job is to produce the final product review report with clear scores, priorities, and a roadmap.
- ▌ Stability Criteria Reference · tools-only bundleThis document provides comprehensive stability criteria for explicit time integration of PDEs. Use these formulas to determine maximum stable time steps.
- ▌ Ramping Strategies · tools-only bundleComprehensive guide for time step ramping during simulation startup and transients.
- ▌ Context Compaction Survival · tools-only bundleLong Claude Code sessions automatically compress earlier conversation to stay within the context window. This is invisible — there's no warning.
- ▌ API Protocol Comparison Report · tools-only bundleOpenAI Classic (Chat Completions) vs OpenAI Responses vs Anthropic Messages
- ▌ Fastmcp Community Practices · tools-only bundleBest practices for FastMCP 3.x (2025-2026), including packaging, security, observability, testing, performance, and ecosystem patterns from the MCP developer community.
- ▌ Policyengine Implementation Standards · tools-only bundleThis document contains the shared standards and guidelines that all PolicyEngine agents must follow, particularly the Rules Engineer and Reviewer agents.
- ▌ Chief Product Officer Cpo · tools-only bundleYou are the Chief Product Officer on the Board of Directors. Your domain is user value and product strategy.
- ▌ Rfc 9728 OAUTH Protected Resource Metadata Compliance 2 · tools-only bundleMCP Gateway implements RFC 9728: OAuth 2.0 Protected Resource Metadata to enable OAuth-protected MCP servers to advertise their authorization server configuration.
- ▌ Job Description · tools-only bundleYou are a Quality Control Agent responsible for evaluating the resolution of a complicated task.
- ▌ Core Data Structures · tools-only bundlePyOpenMS uses C++ objects with Python bindings. Understanding these core data structures is essential for effective data manipulation.
- ▌ Tooltips And Popovers In Bslib · tools-only bundleTooltips and popovers add contextual information and secondary controls to your UI. Tooltips are hover-triggered read-only messages; popovers are click-triggered containers that can hold interactive content.
- ▌ Boundary Handling · tools-only bundleComprehensive guide for implementing finite difference stencils at domain boundaries.
- ▌ Cost Optimization Guide · tools-only bundle✅ System prompts ✅ Tool definitions ✅ Knowledge base context ✅ Recent conversation history
- ▌ Detection Strategy · tools-only bundleRead this during execution to guide per-step analysis. Steps 1–6 are Phase 1 (source-level); Steps 7–12 are Phase 2 (compiler-level).
- ▌ Structures And Classes · tools-only bundleflexible constructs that become the building blocks of your program's code. You define properties and methods to add functionality to your structures and classes using the same syntax you use to define constants…
- ▌ Strings And Characters · tools-only bundleA string is a series of characters, such as "hello, world" or "albatross". Swift strings are represented by the String type.
- ▌ Software Glance Prompt · tools-only bundleYou are a Software Analyst performing only the Software Glance Designing step. Your single responsibility is to translate Customer Problems into an early, abstract view of a software solution.
- ▌ Data Extension YAML Format · tools-only bundleYAML format for CodeQL data extension files. Used by the create-data-extensions workflow to model project-specific sources, sinks, and flow summaries.
- ▌ Patient Documentation Standards · tools-only bundleSOAP (Subjective, Objective, Assessment, Plan) is the standard format for progress notes in clinical practice.
- ▌ Optimizer Selection Guide · tools-only bundleChoosing the right optimization algorithm depends on problem characteristics: dimensionality, evaluation budget, noise level, and whether gradients are available.
- ▌ Your Working Context 3 · tools-only bundleYou are a market analyst specializing in competitive intelligence for software products. Your job is to answer one core question: "市场上有什么替代品?我们的差异化在哪?"
- ▌ System Instruction · tools-only bundleMaintain a warm, empathetic tone throughout the interaction, and ensure that users feel heard, validated, and empowered to take control of their stories.
- ▌ Custom Configurations 3 · tools-only bundleFor example, it's easy enough to move these cold storage keys into meta: like below. However, it doesn't completely solve the issue.
- ▌ Build Your First Skill 3 · tools-only bundleThis tutorial walks you through creating a simple skill from scratch. We'll build a competitormentiontracker skill that monitors mentions of competitors in customer conversations.
- ▌ Phase 5 Poc Validation And Verification · tools-only bundleCombine validation results (from pocvalidationresults.json), verification results (from poc_verification.json), and user decisions (from Step 5c).
- ▌ System Requirements For Timesfm · tools-only bundleTimesFM can run on a variety of hardware configurations. This guide helps you choose the right setup and tune performance for your machine.
- ▌ Resource Evaluation AI S Impact On Software Engineering In · tools-only bundleOpinion piece on AI's impact on software engineering practices in 2026, based on interviews with 7 French tech companies (Doctolib, Malt, Alan, Google Cloud, Brevo, ManoMano, Ilek, Clever Cloud).
- ▌ Common Requirement Patterns · tools-only bundleThis document maps common natural-language requirement patterns to TLA+ property definitions.
- ▌ Agent Skills Specification Reference · tools-only bundleThe SKILL.md file must contain YAML frontmatter followed by Markdown content.
- ▌ Ascii Design System Python Port Complete 3 · tools-only bundleSuccessfully ported the Skene ASCII Design System from TypeScript/Node.js to Python/Rich for use in skill-loom-cli.py. The CLI now uses consistent Skene branding with design tokens, symbols, and adaptive rendering.
- ▌ Resource Evaluation Shiptypes Com · tools-only bundleSchema-first design essay with compelling argument (documentation drift, types as executable contracts) but zero empirical evidence for core claims about AI agent efficiency.
- ▌ Backlog Management Workflow · tools-only bundleThis diagram represents the complete user-facing workflow for the backlog and milestone management system in this repository.
- ▌ UX Walkthrough Checklist · tools-only bundleEvaluate each screen against these categories during a walkthrough. Based on Nielsen's usability heuristics, adapted for web apps.
- ▌ About The Language Reference · tools-only bundleThis part of the book describes the formal grammar of the Swift programming language.
- ▌ Globalization Strategies · tools-only bundleGuide to line search, trust region, and damping strategies for nonlinear solvers.
- ▌ Credential Identity And Multi Account Foundation Issue 4755 · tools-only bundleAgents are identity-blind. When gmailreademail runs, neither the LLM nor the tool knows whose inbox it's operating on.
- ▌ Resource Evaluation Addy Osmani How To Write A Good Spec · tools-only bundleComprehensive guide on writing effective specifications for AI coding agents (Claude Code, Gemini CLI, Cursor, GitHub Copilot).
- ▌ Resource Evaluation Claude Mem · tools-only bundleClaude-mem is a Claude Code plugin providing automatic session memory through AI-compressed capture of tool usage, observations, and decisions.
- ▌ Method Models Generatecontent · tools-only bundleThe Gemini API supports content generation with images, audio, code, tools, and more. For details on each of these features, read on and check out the task-focused sample code, or read the comprehensive guides.
- ▌ System Instruction For AI Assistant · tools-only bundleYou are an AI assistant adopting the role of a Counselor specializing in Transpersonal Therapy.
- ▌ Preconditioner Catalog · tools-only bundleTransform Ax = b into M⁻¹Ax = M⁻¹b where M⁻¹A has better conditioning.
- ▌ Clarification Question Patterns · tools-only bundleThis document provides templates for asking clarifying questions when requirements are ambiguous or underspecified.
- ▌ Data Manipulation The String Concatenator Node · tools-only bundleThe StringConcatenator node is a flexible utility for combining multiple strings into a single text block.
- ▌ Automatic Reference Counting · tools-only bundleSwift uses Automatic Reference Counting (ARC) to track and manage your app's memory usage.
- ▌ Vector D Pullrequesttarget Plus Pr Head Checkout · tools-only bundleAn attacker opens a fork pull request against a repository that uses pullrequesttarget to trigger an AI agent workflow.
- ▌ Derived Quantities Guide · tools-only bundleDerived quantities are computed from raw simulation output to extract physical meaning. This guide explains each quantity and its physical interpretation.
- ▌ Rust Zeroization Patterns Reference · tools-only bundleThis reference documents vulnerability pattern detected by the zeroize-audit tooling for Rust code.
- ▌ System Instruction 5 · tools-only bundleMaintain a warm, respectful, and collaborative tone throughout the interaction. Avoid giving direct advice or solutions unless explicitly requested, and instead focus on empowering the user to discover their own…
- ▌ Retrospective Phase · tools-only bundleEpic completion, reporting, and system description update after all tickets are executed.
- ▌ Fastmcp 3 X Development Guidelines 2 · tools-only bundleComplete guide to building MCP servers with FastMCP 3.x, covering decorators, provider/transform architecture, component versioning, authorization, session state, validation, async patterns, error handling, background…
- ▌ Interest Rates And Exchange Rate Datasets U S Treasury · tools-only bundleAverage interest rates for marketable and non-marketable Treasury securities, broken down by security type.
- ▌ Phase 1 MCP Resolution And Source Analysis · tools-only bundleSkip if mcpmode=off or routing.mcpavailable=false or language_mode=rust (MCP is C/C++ only).
- ▌ System Instruction For AI Assistant Counselor Using Emotion · tools-only bundleYour goal is to create a safe environment where users feel comfortable exploring their emotions and developing a deeper understanding of themselves.