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- ▌ Task Plan Make Validate Plugins CI Gate Blocking · tools-only bundleThe validator already passes. The one-line CI change to make it blocking is safe now.
- ▌ Mutation Analysis Report · tools-only bundleThese mutants survived because the mutated code was never executed by any test.
- ▌ Hooks Frontmatter Schema For Skill Md Files · tools-only bundleThis document defines the hooks frontmatter schema for sf-skills SKILL.md files. Starting with v5.0.0, hooks are defined directly in each skill's SKILL.md frontmatter instead of separate hooks/hooks.json files.
- ▌ Hooks Frontmatter Schema For Skill Md Files 2 · tools-only bundleThis document defines the hooks frontmatter schema for sf-skills SKILL.md files. Starting with v5.0.0, hooks are defined directly in each skill's SKILL.md frontmatter instead of separate hooks/hooks.json files.
- ▌ Developer Success 2 · tools-only bundleOur value and principle is developer success. We truly care about helping developers achieve their goals — not just shipping features, but ensuring every developer who uses Hive can build, debug, deploy, and iterate on…
- ▌ Drawing Graphs With Aider Gpt 4o And Matplotlib · tools-only bundleI recently wanted to draw a graph showing how LLM code editing skill has been changing over time as new models have been released by OpenAI, Anthropic and others. I have all the
- ▌ The Power Of Dividend Growth Compounding · tools-only bundleThe magic is NOT in picking individual winners - it's in systematically buying quality dividend growers at good entry prices (RSI ≤40) and holding long enough for compounding to work.
- ▌ Velocity Forecasting Guide Monte Carlo Methods And · tools-only bundleVelocity forecasting using Monte Carlo simulation provides probabilistic estimates for sprint and project completion, moving beyond single-point estimates to give stakeholders a range of likely outcomes with associated…
- ▌ MCP JSON Rpc Guide · tools-only bundleThis comprehensive guide demonstrates how to interact with MCP (Model Context Protocol) servers using raw JSON-RPC commands via curl or through STDIO.
- ▌ Handoff Tinyagent Base Url Integration · tools-only bundleThis needs to be passed through to TinyAgent's OpenRouterModel(base_url=...)
- ▌ Documentation Updates Summary · tools-only bundleThis document summarizes all documentation updates made to reflect the CLI flag synchronization changes across all 5 scrapers (doc, github, analyze, pdf, unified).
- ▌ Shared Docs Integration Guide For Claude Copilot · tools-only bundleClaude Copilot provides three validation skills for maintaining shared-docs quality. These are invoked by Claude during sessions rather than run as external scripts.
- ▌ Slopgotchi Pet Widget Added To Context Inspector · tools-only bundleAdded a decorative ASCII pet widget to the context inspector panel. Clicking the pet shows a red heart and cycles through ASCII art frames with a bounce animation.
- ▌ Portfolio Prioritization Models And Decision Frameworks · tools-only bundleThis reference guide provides senior project managers with sophisticated prioritization methodologies for managing complex project portfolios.
- ▌ Research Diff Rendering Pipeline · tools-only bundleParsing splits on "\n--- a/" delimiter to separate message from diff.
- ▌ AI Agent Composability Analysis · tools-only bundleThe Skills Directory is fundamentally designed for AI agent composition. Each skill acts as an independent service with clear inputs/outputs and exit states that naturally chain together.
- ▌ Research Thinkingcontent Integration For Reasoning Models · tools-only bundleResearch how to integrate tinyAgent v1.2.0's ThinkingContent type and reasoning effort levels into tunacode's TUI.
- ▌ Context Rail Inspector Styling And Core Agents Cleanup · tools-only bundlePolished the context rail inspector with theme-colored border title and reduced the core agents main module to 600 lines.
- ▌ Final Decisions No Open Questions · tools-only bundleIntegrate tinyagent thinking_delta stream events into TunaCode Textual UI so reasoning content can be shown in a dedicated muted panel when the user enables it.
- ▌ Theme Architecture Handoff · tools-only bundleAll steps executed. The unified CSS variable contract is live. theme-nextstep.tcss deleted. Both palettes emit the same variable set. 14 themes supported.
- ▌ Thinking Integration Plan Hardening For Junior Handoff · tools-only bundleRefined the thinking-content integration plan to remove execution ambiguity and close known blindspots so a junior engineer can implement directly from the document.
- ▌ Priority 2 Validators And Bug Fixes Depends On P0 P1 · tools-only bundleNeed validator class to check hooks.json files against HookConfig Pydantic model and generate HK001-HK010 error codes.
- ▌ Research Compaction System Mapping For Tunacode · tools-only bundleMap the current tunacode codebase against the pi-mono compaction system architecture (documented in memory-bank/research/2026-02-0718-06-58compaction-system.md) to identify what exists, what is missing, and what needs…
- ▌ Incident Commander Skill · tools-only bundleThe Incident Commander skill provides a comprehensive incident response framework for managing technology incidents from detection through resolution and post-incident review.
- ▌ Telegram Post Skill · tools-only bundleCreate, preview, and send formatted Telegram posts from draft markdown files. Built for @klodkot and Gleb Kalinin's other Telegram channels.
- ▌ Memory Management Subsystem Details · tools-only bundleIncorrect PTE flag combinations cause data corruption (dirty data silently dropped), security holes (writable pages that should be read-only), and kernel crashes on architectures that trap invalid combinations.
- ▌ Memory Management Subsystem Details 2 · tools-only bundleIncorrect PTE flag combinations cause data corruption (dirty data silently dropped), security holes (writable pages that should be read-only), and kernel crashes on architectures that trap invalid combinations.
- ▌ Bpf Subsystem Details · tools-only bundleThe BPF verifier performs validation of kfunc arguments at program load time. Understanding what the verifier actually guarantees is critical to correctly identify real bugs.
- ▌ Think Research Plan Act Review · tools-only bundleThink deeply to analyze the following query, construct a well thought out plan of action based on the following context, and then carefully execute that plan step by step.
- ▌ Rcu Subsystem Details · tools-only bundleTasks RCU has no explicit read-side lock — any code that does not voluntarily context-switch is implicitly in a read-side critical section.
- ▌ Rcu Subsystem Details 2 · tools-only bundleTasks RCU has no explicit read-side lock — any code that does not voluntarily context-switch is implicitly in a read-side critical section.
- ▌ Evidence Source Registry · tools-only bundleTiered domains for WebSearch alloweddomains parameter and Tavily includedomains.
- ▌ Official Sources And References · tools-only bundleAuthoritative documents underpinning this skill. Use for citations in DPIA reports and when users need to verify guidance against primary sources.
- ▌ Basic Usage 2 · tools-only bundleInteractive terminal chat that lets you converse with an LLM about your codebase while it invokes skene-growth tools to gather information.
- ▌ Nfs Server Subsystem Details · tools-only bundleNFSD (fs/nfsd/) implements the Linux NFS server with support for NFSv2, NFSv3, and NFSv4.x protocols. The subsystem is actively migrating NFSv3 XDR handling to auto-generated code (xdrgen).
- ▌ Why Skill Chains · tools-only bundleThink of skill chains like LEGO blocks. Each skill is a specialized piece that does one thing exceptionally well. But when you connect them together, you create something far more powerful than the sum of its parts.
- ▌ 1 Hooks · tools-only bundleSecurity and configuration audit for the Namshub toolkit. Shows exactly what's installed, what permissions are granted, and where data is stored.
- ▌ Block Layer Subsystem Details · tools-only bundleblkmqfreezequeue() ensures all in-flight bios complete by waiting for q->qusagecounter to reach zero.
- ▌ Part 1 Updating The Marketing Skill · tools-only bundleThe skill should instruct Claude on how to query the data, not hardcode the SQL. Make sure to follow best practices for skill creation.
- ▌ Loguru Python Logging Made Simple · tools-only bundleLoguru is a drop-in replacement for Python's standard logging module that eliminates boilerplate configuration.
- ▌ Loguru Python Logging Made Simple 2 · tools-only bundleLoguru is a drop-in replacement for Python's standard logging module that eliminates boilerplate configuration.
- ▌ When To Build Custom · tools-only bundleCustom providers let you source components from anywhere - databases, APIs, configuration systems, or dynamic runtime logic. If you can write Python code to fetch or generate a component, you can wrap it in a provider.
- ▌ Remember The Following · tools-only bundlefor diagnosing and analyzing PRs, fixing code, and writing any new code.
- ▌ Software Citation · tools-only bundleIf you use EverMemOS in your research or project, please cite our work.
- ▌ Core Characteristics · tools-only bundleGrid-based pixel art aesthetic with chunky squares, limited color palette, and nostalgic feel. Think classic video games, retro computing, and 8-bit art.
- ▌ Nano Banana Image Editor Plugin Upgrade · tools-only bundleYou are running the nano-banana-image-editor upgrade command to update the plugin to the latest version.
- ▌ Video Toolkit Plugin Upgrade · tools-only bundleYou are running the video-toolkit upgrade command to update the plugin to the latest version.
- ▌ Desktop App Tauri · tools-only bundleBrood now sends two compact context packets that preserve user-selected proposal flow while making model behavior more aware of what happened on canvas.
- ▌ Microsim Screenshot Todo · tools-only bundleNone. All MicroSims currently have at least one PNG/JPG screenshot.
- ▌ Data Collection · tools-only bundleWhen using the md_exporter plugin, we are committed to protecting your privacy. This Privacy Policy outlines our practices regarding the collection, use, and storage of your data.
- ▌ Param Forge Prompt Catalog · tools-only bundleThis file centralizes the core prompt templates used by Param Forge. It is intended to make it easy for independent model tinkerers to audit and tune prompt behavior.
- ▌ Structured Output · tools-only bundleLLM sampling allows your MCP tools to request text generation from an LLM during execution.
- ▌ Codebase Md Project Starter · tools-only bundleThis plugin has no npm/pip dependencies. It's pure metadata + scripts.
- ▌ Block Layer Subsystem Details 2 · tools-only bundleFailing to hold a queue freeze during teardown or reconfiguration allows bios to complete concurrently, causing use-after-free on queue state, stale elevator data, or torn reads of q->nr_requests.
- ▌ When Main Claude Should Use Librarian 2 · tools-only bundleSmart file reading agent that protects main context from large file dumps.
- ▌ Basic Usage 3 · tools-only bundleLifespans let you run code once when the server starts and clean up when it stops. Unlike per-session handlers, lifespans run exactly once regardless of how many clients connect.
- ▌ Oss Setup Open Source Local Sdk 2 · tools-only bundleThis guide covers using Airbyte Agent Connectors directly via the Python SDK without platform integration. Use this approach when you want to run connectors locally with your own credential management.
- ▌ Callstack Regression Analysis · tools-only bundleThis pattern analyzes functions for regressions within the callstack as a whole.
- ▌ Callstack Regression Analysis 2 · tools-only bundleThis pattern analyzes functions for regressions within the callstack as a whole.
- ▌ Release Automation 2 · tools-only bundleAutomate the full release process: generate notes, update files, create branch, and open PR.
- ▌ Channel Adapters · tools-only bundleConnect PocketPaw to Discord, Slack, WhatsApp, Telegram, and the web dashboard.
- ▌ State Reducers In Langgraph · tools-only bundleReducers control how state updates are merged when multiple nodes write to the same field. Understanding reducers is essential for managing state in multi-agent systems.
- ▌ Memory System · tools-only bundlePocketPaw's memory system provides long-term fact storage, session history with smart compaction, and a user profile loaded into every conversation.
- ▌ Docker Setup Guide · tools-only bundleThis guide provides detailed information about Docker setup and configuration for EverMemOS.
- ▌ Customers End Users · tools-only bundleimport Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
- ▌ Deploy This Version 5 · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
- ▌ Deploy This Version 6 · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
- ▌ Deploy This Version 7 · tools-only bundleimport Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
- ▌ Sources And Attributions · tools-only bundleWe believe in giving credit where credit is due. If you recognize your work here and it is not properly attributed, please open an Issue.
- ▌ Skill Sources · tools-only bundleSkyll aggregates skills from multiple sources, providing a unified search interface.
- ▌ Oidc Proxy · tools-only bundleThe OIDC proxy enables FastMCP servers to authenticate with OIDC providers that don't support Dynamic Client Registration (DCR) out of the box. This includes OAuth providers like: Auth0, Google, Azure, AWS, etc.
- ▌ Python API · tools-only bundleProgrammatic access to skene-growth's codebase analysis, manifest generation, and documentation tools.
- ▌ Versioned API Surfaces · tools-only bundleComponent versioning lets you maintain multiple implementations of the same tool, resource, or prompt under a single identifier.
- ▌ Filesystem Provider · tools-only bundleFileSystemProvider scans a directory for Python files and automatically registers functions decorated with @tool, @resource, or @prompt.
- ▌ Integrating Skene Growth Docs Into The Skene Website · tools-only bundleThis guide explains how to add the skene-growth documentation to the existing Next.js site at www.skene.ai (source: skene-dashboard).
- ▌ Skills System For Repo Specific Review Guidelines · tools-only bundleHodor automatically loads repository-specific review guidelines through the OpenHands SDK's skills system. Skills are discovered from your repository and injected into the agent's context when reviewing PRs.
- ▌ OAUTH Proxy · tools-only bundleThe OAuth proxy enables FastMCP servers to authenticate with OAuth providers that don't support Dynamic Client Registration (DCR).
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- ▌ Knowledge Sync Quick Start · tools-only bundleAutomatically update product knowledge when you create release tags.
- ▌ Linux Kernel Patch Analysis Protocol · tools-only bundleYou are doing deep regression analysis of linux kernel patches. This is not a review, it is exhaustive research into the changes made and regressions they cause.
- ▌ LLM Based Error Recovery In Langgraph · tools-only bundleLLM-recoverable errors are failures that the language model can understand and correct, such as tool failures, invalid arguments, or parsing issues.
- ▌ State Typing And Validation · tools-only bundleType-safe state management is crucial for building reliable LangGraph applications. This guide covers TypedDict, Pydantic models, validation strategies, and type safety best practices.
- ▌ Github Operations Guide · tools-only bundleThis guide explains how CodeEvolver uses GitHub App authentication to access private repositories.
- ▌ Remote OAUTH · tools-only bundleRemote OAuth integration allows your FastMCP server to leverage external identity providers that support Dynamic Client Registration (DCR).
- ▌ Recipe Audit Skill Chains Coverage · tools-only bundle(28 original + 8 new: 29 Scientific, 30 Superpowers, 31 Skene, 32 AI Ops, 33 FinOps, 34 Community, 35 People Ops, 36 Data Ops.)
- ▌ Problem Addressed 11 · tools-only bundleType.ai is an AI-first document editor designed for long-form professional writing.
- ▌ Skills Provider · tools-only bundleAgent skills are directories containing instructions and supporting files that teach an AI assistant how to perform specific tasks.
- ▌ State Schema Patterns · tools-only bundleCommon state schema patterns for LangGraph applications with examples for different use cases.
- ▌ Router Pattern · tools-only bundleThe router pattern uses deterministic or simple conditional logic to route requests to specialized agents without a central supervisor. Routes are decided once at the beginning based on the initial request.
- ▌ Platform Setup Airbyte Cloud Hosted Mode 2 · tools-only bundleThis guide covers setting up connectors through the Airbyte Platform (app.airbyte.ai), where connectors appear in your dashboard and credentials are managed securely.
- ▌ Client Logging · tools-only bundleServer logging allows MCP tools to send debug, info, warning, and error messages back to the client.
- ▌ AI Agent Coverage Visualization · tools-only bundle→ Start building today → Use existing orchestrators → Deploy in days
- ▌ Tag Based Policy Attachments · tools-only bundleApply guardrail policies automatically to any key or team that has a specific tag. Instead of attaching policies one-by-one, tag your keys and let the policy engine handle the rest.
- ▌ Evermemos Competition Starter Kit · tools-only bundleWelcome to the EverMemOS Competition! This starter kit will help you get up and running quickly so you can focus on building amazing AI memory applications.
- ▌ Project Management Plugin Commands Guide · tools-only bundleThis guide documents all commands available in the Developer Kit Project Management Plugin.
- ▌ Complete Guide To Developer Kit Commands · tools-only bundleThis guide documents all 35 commands available in the Developer Kit, organized by category with brief descriptions, usage, and practical examples. See individual command files for complete details.
- ▌ Java Plugin Commands Guide · tools-only bundleThis guide documents all commands available in the Developer Kit Java Plugin, organized by category with brief descriptions, usage, and practical examples.
- ▌ Complete Guide To Developer Kit Commands 2 · tools-only bundleThis guide documents all commands available in the Developer Kit, organized by plugin and category with brief descriptions, usage, and practical examples. See individual plugin documentation for complete details.
- ▌ Hello Command 2 · tools-only bundleExtend Claude Code with custom commands, agents, hooks, Skills, and MCP servers through the plugin system.
- ▌ User Elicitation · tools-only bundleUser elicitation allows MCP servers to request structured input from users during tool execution.