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- ▌ When To Use This Skill 3 · tools-only bundleBatch-generate one-line summary fields for notes missing this frontmatter property. Uses parallel Haiku agents processing notes in batches of 15-20 for fast, cost-effective summary generation.
- ▌ When To Use This Skill 4 · tools-only bundleValidate external URLs (HTTP/HTTPS) found in Markdown notes. Uses curl for reliable bulk URL validation and parallel Haiku agents to check batches of 10-15 URLs simultaneously, detecting dead links, redirects, and…
- ▌ Gh CLI Repositories · tools-only bundleAutolinks link issues, pull requests, commit messages, and release descriptions to external third-party services.
- ▌ Advanced RAG Cookbook · tools-only bundleFirst implement the basic strategy from here. Then modify according to this guide.
- ▌ Memory System Quick Start · tools-only bundleThe memory system gives Home Agent persistent long-term memory across conversations. It automatically extracts and stores important facts, preferences, and events, then recalls them when relevant.
- ▌ Typing Strategy Reference · tools-only bundleComprehensive guide for type hint patterns in stdlib-only Python scripts.
- ▌ Format Specific Patterns · tools-only bundlePractical dasel v3 patterns for each supported data format, plus conversion caveats.
- ▌ Target Allocation Models · tools-only bundleThis document provides model portfolio allocations for different investor risk profiles, serving as benchmarks for portfolio analysis and rebalancing.
- ▌ Knowledge Sync Protocol · tools-only bundleAutomated knowledge updates when products evolve via git release tags.
- ▌ Claude Md Enhancer Command · tools-only bundleThis command uses the claude-md-enhancer skill to initialize or enhance CLAUDE.md files for your project.
- ▌ Salesforce Field Types Guide · tools-only bundleChoosing the right field type is critical for data integrity, user experience, and application performance. This guide helps you select the appropriate field type for your requirements.
- ▌ Phase 1 Capability Matrix · tools-only bundleClaude Code's native Tasks feature provides several capabilities that external repositories implement from scratch. This significantly reduces ZERG's implementation burden.
- ▌ Solid Principles In Apex 2 · tools-only bundleSOLID principles guide object-oriented design for maintainable, flexible code.
- ▌ Droits Des Personnes Concernes · tools-only bundleLe RGPD confère aux personnes des droits sur leurs données personnelles. Ces droits doivent être clairement mentionnés dans la politique de confidentialité avec les modalités d'exercice.
- ▌ Droits Des Personnes Concernes 2 · tools-only bundleLe RGPD confère aux personnes des droits sur leurs données personnelles. Ces droits doivent être clairement mentionnés dans la politique de confidentialité avec les modalités d'exercice.
- ▌ When To Use This Skill 2 · tools-only bundleCreate structured meeting notes from raw input (transcript, bullet points, or audio summary). Uses three parallel post-processing agents to extract decisions, action items, and topic summaries from the captured content.
- ▌ Your First Feature · tools-only bundleThis tutorial walks through building a health check endpoint for an existing Python/FastAPI project using ZERG.
- ▌ Github Pages Deployment Implementation Summary · tools-only bundleSuccessfully converted the Skills Manager from a backend-dependent application to a fully static GitHub Pages-compatible application.
- ▌ Advanced Model Settings · tools-only bundleIn most cases, you can safely ignore aider's warning about unknown context window size and model costs.
- ▌ Branching Strategy · tools-only bundleClaudeForge uses a Standard Branching Strategy with protected branches and automated quality gates.
- ▌ Field Level Security Fls Best Practices · tools-only bundleField-Level Security (FLS) controls which users can view and edit specific fields on records. Proper FLS configuration is essential for data security and compliance.
- ▌ Hashline Edit Subsystem · tools-only bundleThe hashline edit subsystem provides cryptographically-validated file editing for agent operations.
- ▌ Claude Copilot Quick Reference Card · tools-only bundleAgents are under 120 lines each and auto-load relevant skills via skill_evaluate(). Shared boilerplate is extracted to the "Agent Shared Behaviors" section in CLAUDE.md.
- ▌ Enisa Severity Assessment Methodology · tools-only bundleThese examples illustrate cases near severity thresholds where judgment calls matter most.
- ▌ Party Obligations Recipient Vs Discloser · tools-only bundleThis module helps you map obligations to the correct party and spot hidden risk shifts.
- ▌ Microgpt Playground · tools-only bundlemicrogpt Playground is a browser-native interactive demo for building, training, and running miniature GPT language models entirely inside the browser — zero server required.
- ▌ Frama C Integration Guide · tools-only bundlePractical tips for using ACSL annotations with Frama-C verification tools.
- ▌ Behavioral Difference Patterns · tools-only bundleThis document catalogs common patterns of behavioral differences found when comparing original and migrated repositories, along with diagnostic approaches and remediation strategies.
- ▌ Cointegration Testing Guide · tools-only bundleImagine two drunk people walking home from a bar. They're both stumbling randomly, but one person has a dog on a leash.
- ▌ Position Evaluation Framework · tools-only bundleThis document provides a systematic framework for evaluating individual positions within a portfolio to determine appropriate actions: HOLD, ADD, TRIM, or SELL.
- ▌ Snyk CLI For Open Source C Plus Plus Scans · tools-only bundleSnyk CLI provides open-source vulnerability scanning for C/C++ projects that do not use a traditional package manager.
- ▌ MCP Server Motherduck Cross Platform Path Configuration · tools-only bundleVerified against v1.0.1 source code read from motherduckdb/mcp-server-motherduck via GitHub API (2026-02-22).
- ▌ CI CD Fix Validation · tools-only bundleThis file validates that the multi-line PR body fix is working correctly.
- ▌ Soql Field Coverage Rules · tools-only bundleThis guide documents field coverage validation rules for SOQL queries—ensuring that all fields accessed in Apex code are actually queried. This is a common source of runtime errors, especially in LLM-generated code.
- ▌ Goal Driven Agents · tools-only bundleGoal-driven agents use an iterative refinement loop where success is verified through observables, not assumed from execution. Instead of "do X then Y," agents verify "X is done" before proceeding.
- ▌ Comparison Techniques · tools-only bundleThis document describes various techniques for comparing behavior between original and migrated repositories to detect differences, regressions, and semantic changes.
- ▌ Openclaw Plus Litellm Integration · tools-only bundle:::note Windows On Windows, use PowerShell: iwr -useb https://openclaw.ai/install.ps1 | iex
- ▌ Agent Teams Guide · tools-only bundleA comprehensive guide to using parallel sub-agents in Claude Code skills for faster, more thorough execution.
- ▌ Github Integration Detailed Steps And Examples · tools-only bundleReport the issue state. If open, proceed. If closed, warn the user before re-opening planning.
- ▌ Flow Orchestration Guide 2 · tools-only bundleRun old and new flows in parallel (different trigger conditions)
- ▌ Skills Reference · tools-only bundleQuick-reference card for all 42 skills across 8 categories. For detailed agent team patterns, see the Agent Teams Guide.
- ▌ The 2025 Reality Check · tools-only bundleComplete survival guide for pre-revenue technical founders navigating the current startup landscape.
- ▌ Dex Plugin Ready To Publish Checklist · tools-only bundleIf they don't exist, copy from your actual files and remove personal data.
- ▌ Market Top Detection Methodology · tools-only bundleThis framework integrates three proven approaches to market top detection, each targeting different aspects of institutional behavior that precede significant market declines (10-20% corrections).
- ▌ Portfolio Risk Metrics · tools-only bundleThis document provides comprehensive guidance on measuring and interpreting portfolio risk using standard financial metrics.
- ▌ Rebalancing Strategies · tools-only bundleThis document provides comprehensive guidance on portfolio rebalancing methodologies, timing strategies, tax optimization, and implementation best practices.
- ▌ X For You Feed Algorithm · tools-only bundleThis repository contains the core recommendation system powering the "For You" feed on X.
- ▌ Agent Persona Document · tools-only bundleB2B SaaS customers expect professional, efficient service but also value warmth and empathy when facing issues.
- ▌ Bases Lgales Des Cookies Et Traceurs · tools-only bundleLa preuve doit être conservée pendant toute la durée de validité du consentement (13 mois max).
- ▌ Dex Plugin Distribution Guide · tools-only bundleThis guide explains how to distribute Dex as a Claude Code plugin.
- ▌ Content Structure And Formatting Patterns · tools-only bundleResearch-backed principles for how to organize and present content.
- ▌ Creating Custom Environments For Stable Baselines3 · tools-only bundleThis guide provides comprehensive information for creating custom Gymnasium environments compatible with Stable Baselines3.
- ▌ Abstract Interpretation Concepts · tools-only bundleAbstract interpretation is a theory of sound approximation of program semantics. It provides a framework for analyzing program behavior by computing over-approximations of the set of possible runtime states.
- ▌ Abstract Interpretation · tools-only bundleAbstract interpretation is a theory of sound approximation of program semantics, providing a mathematical framework for static program analysis.
- ▌ Opus 4 6 Capabilities · tools-only bundleClaude Opus 4.6 brings transformative capabilities to the Claude Copilot framework with a 1M token context window and adaptive thinking.
- ▌ Store Model In DB Settings · tools-only bundleimport Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
- ▌ Openclaw Frontmatter Options And Patterns Reference · tools-only bundleLoad before writing frontmatter in Phase 2, Step 2. Contains the full OpenClaw field catalog, description patterns, the metadata JSON constraint, and path conventions.
- ▌ Language Manifest Schema 2 · tools-only bundleThe schema for language plugin manifests that compose with the development harness.
- ▌ Tool Assignment Guide · tools-only bundleHow to choose the right tools for skills, agents, and subagents.
- ▌ Nano Banana Pro Prompting Guide Strategies · tools-only bundleNano-Banana Pro (model ID gemini-3-pro-image-preview) is Google's latest image generation model, a significant upgrade from previous generations.
- ▌ Diversification Principles · tools-only bundleThis document explains the theory and practice of portfolio diversification, providing frameworks for assessing diversification quality and identifying concentration risks.
- ▌ Risk Profile Questionnaire · tools-only bundleThis document provides a framework for assessing investor risk tolerance and determining appropriate target asset allocation.
- ▌ Installation Workflow For Claude Skills · tools-only bundleComplete guide to previewing, downloading, and installing Claude skills from GitHub.
- ▌ Production Eval Harness Implementation Summary · tools-only bundleImplemented a production-ready evaluation harness for the skene-cookbook skills library, providing runtime validation, distributed tracing, metrics collection, and intelligent decision-making for AI skill execution.
- ▌ Files Involved No Line Numbers 3 · tools-only bundlepreprocessfuncsigviamcp is the core preprocessing entry for function-type outputs in idaanalyzeutil.py.
- ▌ Trigger Deployment Safety Guide 2 · tools-only bundleThis guide covers deployment considerations for triggers, focusing on cascade failures, atomicity patterns, and async decoupling strategies.
- ▌ Orchestration Pattern Conditional 2 · tools-only bundleThe Conditional pattern uses a parent flow to evaluate conditions and dynamically decide which child subflows to execute.
- ▌ Complete Bindings Guide · tools-only bundleBindings are how Workers connect to Cloudflare resources and external services. They provide zero-latency access to storage, databases, queues, and other services.
- ▌ Designing A Workflow Skill · tools-only bundleA 6-phase process for creating a workflow-based skill from scratch.
- ▌ Orchestrator Discipline 2 · tools-only bundleOrchestrators delegate; agents implement. The orchestrator's context window is shared across the session — agents get fresh context per task.
- ▌ Deduplication And Intelligent Chaining Complete Guide 2 · tools-only bundleBuilt a comprehensive system for semantic deduplication, intelligent skill chaining, and workflow synthesis. The system uses machine learning for similarity detection and graph analysis for workflow generation.
- ▌ Your Role In The Development Pipeline 7 · tools-only bundleYou are a senior Security Reviewer with 10+ years of experience in cybersecurity, application security testing, and compliance validation.
- ▌ Eval Harness Phase 0 Batch Infrastructure Complete · tools-only bundleSuccessfully implemented Phase 0: Batch Evaluation Infrastructure as specified in the rollout plan. Built automation to evaluate 100+ skills at once with automatic test data generation and parallel execution.
- ▌ Claude Copilot Framework Validation Strategy · tools-only bundleThis document defines the complete validation strategy for the Claude Copilot framework.
- ▌ Progressive Disclosure Guide · tools-only bundleHow to split skill content across files so the LLM prioritizes correctly.
- ▌ Architecting Efficient Context Aware Multi Agent Frameworks · tools-only bundleGoogle's engineering blog post describes the context engineering architecture behind the Agent Development Kit (ADK), an open-source Python framework for building production-grade multi-agent systems.
- ▌ Files Involved No Line Numbers 4 · tools-only bundlepreprocessgenfuncsigviamcp is an async preprocessing function in idaanalyzeutil.py for generating the shortest unique function-prologue signature from a known function entry address.
- ▌ Research API Key UX Improvement · tools-only bundleMap the current API key validation and error UX when a user selects a model without a configured key, and identify all touchpoints that need improvement to provide an empathetic, guided experience instead of a dead-end…
- ▌ Final Decisions No Open Questions 2 · tools-only bundleWhen a user selects a model without a configured provider API key, do not dead-end. Instead, open an inline API key entry modal, let the user save the key, and immediately continue model switching.
- ▌ Enable Mypy At Pre Commit Stage Keep Pre Push Enforcement · tools-only bundleThis catches type errors earlier at commit time while retaining the existing push-time gate.
- ▌ Research Compact Command UI UX Mapping · tools-only bundleMap the complete UI/UX flow of the /compact command, identify pain points, and catalog the feedback mechanisms available to the user during compaction.
- ▌ Resolve Four Mypy Contract Violations With Source Level · tools-only bundleNo shims, no fallback branches, and no cast-based suppression were introduced.
- ▌ Synthesis Improvements For Agent Orchestration Skill · tools-only bundleThis document synthesizes orchestration patterns from multiple sources to identify improvements for the agent-orchestration SKILL.md.
- ▌ Sdlc Layer 0 Integration Suggestions · tools-only bundleLayer 0 = SAM pipeline, human touchpoints, artifact conventions, RT-ICA, verification protocol, task format, subagent contract, evidence discipline.
- ▌ Sdlc Layer 1 Integration Suggestions · tools-only bundleLayer 1 formalization requires: language manifest schema, abstract role mapping, quality gate declarations, project detection rules, and language standards.
- ▌ Sdlc Layer 2 Integration Suggestions · tools-only bundleWorkflow router for documentation and authoring. Maps task intent to 7 canonical workflows: drift-audit, documentation-sync, authoring, prompt-optimization, summarization, formatting-validation, research-utilities.
- ▌ Behavioral Impact 6 · tools-only bundleUpdated system_prompt.md to align with the current runtime toolset and discovery workflow.
- ▌ Sdlc Layer 1 Integration Suggestions 2 · tools-only bundleLayer 1 formalization requires: language manifest schema, abstract role mapping, quality gate declarations, project detection rules, and language standards.
- ▌ Sdlc Layer 2 Integration Suggestions 2 · tools-only bundleWorkflow router for documentation and authoring. Maps task intent to 7 canonical workflows: drift-audit, documentation-sync, authoring, prompt-optimization, summarization, formatting-validation, research-utilities.
- ▌ Sdlc Layer Separation Architecture Arl Integration 2 · tools-only bundleAdd agentskill-kaizen as the primary Observe→Improve bridge in the ARL flow. It spans Observe (analysis) and Improve (actionable outputs).
- ▌ Sam Stateless Agent Methodology Definition · tools-only bundleThe canonical SAM specification lives in the bitflight-devops/stateless-agent-methodology repository.
- ▌ Getting Started With Pdd Using A Free Gemini API Key · tools-only bundleThis example shows you how to set up Prompt-Driven Development (PDD) with a free Gemini API key and run the built-in Hello example.
- ▌ Jina AI · tools-only bundleJina AI is a search foundation platform providing best-in-class multimodal and multilingual embeddings, rerankers, and a URL-to-Markdown Reader API for building RAG and agentic AI systems.
- ▌ Marimo Has A Rich Set Of UI Components · tools-only bundleHowever, the user may also want to use other components. Popular alternatives include the ScatterWidget from the drawdata library, moutils, and wigglystuff.
- ▌ Welcome To Zerg · tools-only bundleIf you've ever wished you could clone yourself to build software faster, ZERG is the next best thing.
- ▌ Problem Addressed 14 · tools-only bundleDify is an open-source platform for building LLM applications and agentic workflows.
- ▌ Why Skill Chains 2 · 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.
- ▌ Security Audit Guide 2 · tools-only bundleThis document helps independent auditors verify Hardstop's security claims efficiently.
- ▌ Field Context · tools-only bundlegv_sig is the relocation signature for global-variable discovery, anchored at a GV-access instruction.
- ▌ Apify JS Sdk Llms Txt · tools-only bundleThe Apify SDK is logging useful information through the logging module from Python's standard library, into the logger with the name apify.