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- ▌ Dc 007 Add Container Spawn With Claude Execution · tools-only bundleExtend ContainerLauncher to execute Claude inside containers via a worker entry script. Create .zerg/worker_entry.sh that invokes claude with proper flags.
- ▌ Tf Dev Phase 5 Quality Gates · tools-only bundleExtend the quality gates and validation scripts to cover Terraform files with the same rigour as Bicep.
- ▌ Artifact Generation Rules Mandatory 6 · tools-only bundleEvery artifact (except PROJECT-README) must include these visual components above the first H2 heading. The validator checks for their presence.
- ▌ Adr 0014 Security Headers And Environment Aware Cors · tools-only bundleContextForge needed comprehensive security headers and proper CORS configuration to prevent common web attacks including XSS, clickjacking, MIME sniffing, and cross-origin attacks.
- ▌ Tf Dev Phase 1 Instructions And Skills · tools-only bundleCreate all instruction files and skills needed for Terraform agents to author compliant, well-architected HCL code.
- ▌ Phase 6 Governance Property Migration Bicep Side · tools-only bundleAdd azurePropertyPath alongside the existing bicepPropertyPath in each policy entry. This is a data migration, not a code change.
- ▌ AI Agent Composability Analysis 2 · 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.
- ▌ When Main Claude Should Use Librarian 3 · tools-only bundleSmart file reading agent that protects main context from large file dumps.
- ▌ AI Agent Coverage Visualization 2 · tools-only bundle→ Start building today → Use existing orchestrators → Deploy in days
- ▌ Sdlc Layer 0 Integration Suggestions 2 · tools-only bundleLayer 0 = SAM pipeline, human touchpoints, artifact conventions, RT-ICA, verification protocol, task format, subagent contract, evidence discipline.
- ▌ Core Layer · tools-only bundleThe engine. Takes a user message, routes it through a tinyagent Agent, handles streaming events, manages compaction, tracks tool calls, and persists session state.
- ▌ Code Editing Leaderboard · tools-only bundlefrom Exercism. This measures the LLM's coding ability, and whether it can write new code that integrates into existing code.
- ▌ When To Use This Skill 5 · tools-only bundleCreate Architecture Decision Records (ADRs) following a standard template with Context, Decision, Rationale, Consequences, and Alternatives Considered.
- ▌ X API Reference · tools-only bundleCovers last 7 days. Max 100 results per request. Available to all developers.
- ▌ Benchmark Notes · tools-only bundleAll pricing information is the cost to run the benchmark at the time it was run. Providers change their pricing and sometimes introduce entirely novel pricing structures.
- ▌ Technical Design Quality Gate Fixes · tools-only bundleFix quality gate failures by documenting existing TYPECHECKING guards and adding explicit _all__ exports to clarify public APIs. The circular imports are already correctly mitigated at runtime.
- ▌ Technical Design Multi Epic Isolation · tools-only bundleFix 6 root causes that prevent ZERG from safely running two independent epics in parallel across terminal sessions.
- ▌ Technical Design Enforce Workflow Boundaries · tools-only bundleAdd explicit WORKFLOW BOUNDARY sections to /z:plan and /z:brainstorm commands preventing auto-progression to the next workflow phase. This is prompt-level enforcement via documentation changes only.
- ▌ Technical Design Context Engineering Structural Guardrails · tools-only bundleCreate automated enforcement of context engineering principles and Task ecosystem integrity rules.
- ▌ Technical Design Phase 1 Community Governance · tools-only bundleAdd standard open-source community infrastructure to the ZERG repository: GitHub issue templates (bug report, feature request, config), PR template, Code of Conduct, Dependabot configuration, README badges, GitHub…
- ▌ Technical Design Security Hardening · tools-only bundleRemediate three security vulnerabilities: (1) consolidate shell=True subprocess calls through CommandExecutor, (2) remove dangerous command prefixes from allowlist, (3) prevent path traversal in security scanning.
- ▌ Technical Design Github Issues 129 163 165 · tools-only bundleThree prompt-level and one code-level change across ZERG's documentation, planning, and design commands. The --tone flag adds tone-controlled documentation generation to /zerg:document (with 3 tone definition files).
- ▌ Technical Design Perf Report Fixes · tools-only bundleNo new components. All changes are modifications to existing files.
- ▌ Technical Design Lockfile Hardening · tools-only bundleHarden the advisory lockfile functions in zerg/commands/utils.py against five edge-case vulnerabilities found during code review: TOCTOU race in lock creation, missing ownership check on release, unprotected .readtext()…
- ▌ Technical Design Resolving The REST Of 134 Completely · tools-only bundleReplace 18 scattered rglob calls across 16 files with calls to fsutils.collectfiles(). This is a mechanical refactor — each call site gets the same result set via the shared single-pass traversal.
- ▌ Technical Design Z Shortcut And Rename · tools-only bundleTwo coordinated changes: (1) generate z:.md shortcut files that redirect to zerg:.md slash commands, update install/uninstall to handle both prefixes; (2) rename troubleshoot → debug across all code, commands, docs, and…
- ▌ Technical Design Plan Validation Checks · tools-only bundlePhase 0 validation sections already exist in both plan.core.md and design.core.md. The remaining work is adding the --skip-validation flag (NFR-2) to both commands so users can bypass validation when needed.
- ▌ Technical Design Performance Core · tools-only bundleThis feature adds caching layers to ZERG's four most I/O-intensive subsystems: ZergConfig loading, LogAggregator file reads, TokenCounter lookups, and RepoMap AST parsing.
- ▌ Technical Design Github Issue 98 · tools-only bundleModify the /zerg:design command instructions to auto-inject a mandatory wiring verification task into Level 5 (Quality) of every generated task graph.
- ▌ Technical Design Worker Observability · tools-only bundleClose remaining gaps on issues #27 (worker health) and #30 (repo map), then build the token usage metrics subsystem (#24). PR #95 delivered heartbeat, escalation, verification tiers, and repo map modules.
- ▌ Technical Design Phase 3 Post Release Polish · tools-only bundleFour independent infrastructure/CI improvements for post-v0.2.0 polish: GitHub Sponsors setup, release notes automation config, documentation link checking in CI, and expanded pre-commit hooks.
- ▌ Technical Design Core Refactoring · tools-only bundleRefactor 3 god classes (~4,500 lines) into maintainable modules across 3 sequenced PRs: sync/async dedup (~445 line reduction), god class splitting (3 files → 10+ files, all ≤500 lines), and state decoupling via…
- ▌ Technical Design Git Cleanup Issues Docs · tools-only bundleAdd two new actions (cleanup and issue) to /zerg:git, rename all wiki files from Command-.md to zerg-.md with full cross-reference updates, and audit all documentation for stale flag references from PR #83's flag…
- ▌ Technical Design Troubleshoot Enhancement · tools-only bundleEnhance the ZERG troubleshoot system from basic regex error parsing to a world-class diagnostic engine with multi-language error intelligence, cross-worker log correlation, Bayesian hypothesis ranking, code-aware…
- ▌ Technical Design Phase 2 CI Quality · tools-only bundleAdd CI security scanning (CodeQL), type checking enforcement (mypy), Python 3.13 test coverage, code ownership (CODEOWNERS), a MkDocs documentation site with GitHub Pages deployment, and structured GitHub Discussions…
- ▌ Technical Design Security Hardening Addendum · tools-only bundleApply 4 defense-in-depth hardening fixes across 2 files: sanitize PR titles at output boundaries in prengine.py (2 locations) and eliminate temp file permission race windows in historyengine.py (2 locations).
- ▌ Technical Design Github Issues 104 111 Quality Gates And · tools-only bundleFix 8 GitHub issues covering quality gate improvements (#104-107) and orchestrator resilience (#108-111).
- ▌ Technical Design Quality Fix Sweep · tools-only bundleFix all 182 mypy errors and 19 ruff lint violations. Work is partitioned by file ownership to enable maximum parallelization. Each task owns a disjoint set of files.
- ▌ Technical Design Rush Performance Optimization · tools-only bundleOptimize ZERG rush execution by reducing redundant gate runs, reusing post-merge results in improvement loops, adding a --skip-tests flag for development iterations, and marking slow tests to enable test filtering.
- ▌ Technical Design Bite Sized Task Planning · tools-only bundleAdd step-level granularity to ZERG task planning. Each task can contain ordered steps following TDD methodology. Workers execute steps strictly in sequence with exit-code verification.
- ▌ Technical Design Integration Wiring Enforcement · tools-only bundleAdd wiring enforcement to ZERG's feature delivery pipeline so that every module delivered has at least one production caller and an integration test proving end-to-end behavior.
- ▌ Technical Design Finish Rename · tools-only bundleFinish the troubleshoot→debug rename. Previous work completed all zerg/ package renames (commands, diagnostics, CLI, tests). Remaining: .zerg/ runtime scripts, installed commands, documentation.
- ▌ Contributing Results · tools-only bundlefor information on running aider's code editing benchmarks. Submit results by opening a PR with edits to the
- ▌ Dpia Risk Scoring Methodology · tools-only bundle5×5 semi-quantitative risk assessment matrix. Risks are assessed from the data subject's perspective per Recital 75 GDPR and EDPB Guidelines WP 248 rev.01.
- ▌ Supported Languages · tools-only bundleAider should work well with most popular coding languages. This is because top LLMs are fluent in most mainstream languages, and familiar with popular libraries, packages and frameworks.
- ▌ Scripting Aider · tools-only bundle{: .note } The python scripting API is not officially supported or documented, and could change in future releases without providing backwards compatibility.
- ▌ Reasoning Models 2 · tools-only bundleInside the aider chat, you can use /thinking-tokens 4k or /reasoning-effort low to change the amount of reasoning. Use /thinking-tokens 0 to disable thinking tokens.
- ▌ Zerg Logs · tools-only bundleStream, filter, and aggregate worker logs for debugging and monitoring.
- ▌ Zerg Plan · tools-only bundleCapture complete requirements for a feature through interactive discovery.
- ▌ Clawdbot Integration Preview · tools-only bundleRun the Clawdbot gateway and messaging connectors directly from the cuti container runtime. The addon is enabled by default and can be toggled at any time.
- ▌ Tinyclaw Multi Agent Multi Channel 24 7 AI Assistant · tools-only bundleTinyClaw is an experimental multi-agent orchestration platform that runs named AI agents 24/7 across Discord, Telegram, and WhatsApp simultaneously.
- ▌ Query Weaviate Search Mode · tools-only bundleUse Query Agent to search Weaviate collections with natural language. Returns objects for further processing.
- ▌ Watchos Design Rules Section Index · tools-only bundleAll rules organized by category with stable IDs for cross-referencing.
- ▌ Technical Design Command Authoring Framework Github Issue 64 · tools-only bundleExtend ZERG's command validation infrastructure with authoring capabilities: scaffold new commands from templates with Task ecosystem boilerplate, validate required sections and patterns, generate pressure test…
- ▌ Technical Design Launcher Mode Verification · tools-only bundleEnhance rush output to show human-friendly launcher mode and worker count at start and in completion summary.
- ▌ Technical Design Performance Analysis · tools-only bundleAdd zerg analyze --performance as a comprehensive static performance audit. A new zerg/performance/ submodule (following the zerg/diagnostics/ pattern) houses 11 tool adapters, a factor catalog, stack detection, scoring…
- ▌ Technical Design Orchestrator Coordination Fix · tools-only bundleFix 6 critical bugs in ZERG orchestrator that cause merge conflicts, level violations, and redundant gate runs. The core fix is simple: defer all merges to ship time instead of merging after each level.
- ▌ Technical Design Fix Task List Id · tools-only bundleFix CLAUDECODETASKLISTID propagation so solo-dev orchestrators and workers share the same default task list.
- ▌ Technical Design Pre Release Documentation · tools-only bundleCreate 4 governance/architecture documents required for open-source release: LICENSE (MIT), CONTRIBUTING.md, SECURITY.md, and docs/design-principles.md. Add cross-references from README.md.
- ▌ Field Context 3 · tools-only bundlefunc_sig is the primary function relocation signature used in {symbol}.{platform}.yaml.
- ▌ Eu Wide Gdpr Reference · tools-only bundleProcessing special categories requires both an Art. 6 legal basis and an Art. 9(2) exception (dual legal basis requirement).
- ▌ Gh CLI Issues · tools-only bundleWhen using the --base flag, the new development branch will be created from the specified remote branch. The new branch will be configured as the base branch for pull requests created using gh pr create.
- ▌ Why Your AI Generated Diagrams Look Terrible And How To Fix · tools-only bundleYou asked Claude to "generate a C4 diagram for my order processing system." It produced fifteen elements scattered randomly across the page, with relationships crossing each other like a plate of spaghetti.
- ▌ Zerg Debug · tools-only bundleDeep diagnostic investigation for ZERG execution issues with error intelligence, log correlation, hypothesis testing, and code-aware recovery.
- ▌ How To Use The Claude Md Enhancer Skill · tools-only bundleHey Claude—I just added the "claude-md-enhancer" skill. Can you help me create or improve my project's CLAUDE.md file?
- ▌ Exit Code Conventions For Git Bisect · tools-only bundleExit codes are the primary communication mechanism between test scripts and git bisect. Understanding and using the correct exit codes is critical for successful automated bisection.
- ▌ Skill Synchronization Setup · tools-only bundleThis document explains how to add and manage external skill sources in the webconsulting Claude Marketplace.
- ▌ Zerg Design · tools-only bundleGenerate technical architecture and a task graph for parallel execution.
- ▌ Zerg Worker · tools-only bundleWorker execution protocol for parallel task processing within a ZERG swarm.
- ▌ Release Skills · tools-only bundleExecute a release using Nx Release for independent plugin versioning.
- ▌ Zerg Analyze · tools-only bundleThe analyze command performs static analysis on the project codebase. It supports multiple check types that can be run individually or combined, with configurable thresholds and output formats suitable for both human…
- ▌ Zerg Cleanup · tools-only bundleRemove ZERG artifacts and clean up resources after a feature is complete or abandoned.
- ▌ Progress Hud Live Status Display · tools-only bundleReal-time terminal UI components for displaying task progress, model usage, and token estimates.
- ▌ Edit Formats · tools-only bundleAider uses various "edit formats" to let LLMs edit source files. Different models work better or worse with different edit formats. Aider is configured to use the optimal format for most popular, common models.
- ▌ Comment Style Guides · tools-only bundleLanguage-specific comment conventions and best practices for Python and Java.
- ▌ Knowledge Sync Protocol Deliverables · tools-only bundleImplemented automated knowledge updates when products evolve via git release tags.
- ▌ Cve Analysis Guide · tools-only bundleJust because a package is in dependencies doesn't mean vulnerable code is reached.
- ▌ SQL Injection Vulnerability Analysis Methodology · tools-only bundleAccess databases lack system metadata tables (no information_schema equivalent), so SQLMap fails to enumerate table names. Attackers complete the chain through source code leaks or table name guessing.
- ▌ Zerg Document · tools-only bundleGenerate documentation for a specific component, module, or command.
- ▌ Remote Code Execution Rce Testing Checklist · tools-only bundleThe most common RCE vector in this dataset targets mobile apps.
- ▌ Xxe XML External Entity Testing Checklist · tools-only bundleResponse time indicates port state: slow = open, fast = closed.
- ▌ External LLM Guide · tools-only bundleThis guide explains how to configure and use the External LLM feature in Home Agent, which enables a dual-LLM strategy where a fast primary LLM can delegate complex queries to a more powerful external LLM.
- ▌ Security Policy 3 · tools-only bundleThe Skills Directory takes security seriously. Every skill is analyzed for potential risks, and high-risk skills require additional safeguards. This document explains our security framework and policies.
- ▌ Web Platform Design Rules Sectioned · tools-only bundleLoad individual sections as needed. Each section is self-contained.
- ▌ Tvos Design Rules Sectioned Reference · tools-only bundleQuick-access reference organized by category. Each rule has a severity and unique ID for citation.
- ▌ Problem Addressed 16 · tools-only bundleSourceSync.ai is a managed RAG (Retrieval-Augmented Generation) infrastructure platform that continuously syncs data from 15+ external sources into AI-ready knowledge bases.
- ▌ Sam Stateless Agent Methodology Definition 2 · tools-only bundleThe canonical SAM specification lives in the bitflight-devops/stateless-agent-methodology repository.
- ▌ Magic Keywords · tools-only bundleMagic keywords provide shortcuts for model selection and task routing in the /protocol command.
- ▌ Sam Stateless Agent Methodology Definition 3 · tools-only bundleThe canonical SAM specification lives in the bitflight-devops/stateless-agent-methodology repository.
- ▌ Usage Guide 2 · tools-only bundleThis guide shows real workflows, not feature lists. After setup, this is how you work.
- ▌ Edpb Nine Criteria For High Risk Wp 248 Rev 01 · tools-only bundleCentral EU-level guidance. EDPB Endorsement 1/2018 confirms WP29 documents remain valid as EDPB Guidelines.
- ▌ Bases Lgales Du Traitement · tools-only bundlePour être licite, tout traitement de données personnelles doit reposer sur l'une des 6 bases légales prévues à l'article 6 du RGPD.
- ▌ External Query API Reference · tools-only bundleThe External Query API is a lightweight HTTP REST API for querying task and stream state. It enables external scripts (e.g., Python orchestration tools) to monitor progress without requiring MCP protocol integration.
- ▌ Alpaca MCP Server Setup Guide · tools-only bundleThis guide explains how to set up and configure the Alpaca MCP (Model Context Protocol) Server for use with the Portfolio Manager skill.
- ▌ Asset Allocation Framework · tools-only bundleThis document provides comprehensive guidance on asset allocation principles, target allocations by risk profile, and rebalancing triggers for portfolio management.
- ▌ Git Bisect Guide · tools-only bundleGit bisect is a powerful binary search tool for finding the commit that introduced a bug or regression. It efficiently narrows down the problematic commit by testing commits in a logarithmic manner.
- ▌ Zerg Select Tool · tools-only bundleIntelligent tool routing across MCP servers, native tools, and Task agent subtypes.
- ▌ Interactive Tui Implementation Plan · tools-only bundleAn interactive terminal experience that empowers developers to monitor, analyze, and control their Claude AI token usage through efficient keyboard-driven interactions—without breaking their development flow.
- ▌ When To Use This Skill · tools-only bundleDiscover related content across a Markdown vault by analysing semantic similarity, shared tags, backlinks, and temporal proximity. Suggests connections that may not be obvious from direct links alone.
- ▌ Migrating To Claudeforge V2 0 Claude Code V2 1 4 Plus · tools-only bundleClaudeForge v2.0 adds support for Claude Code v2.1.4+ features including hooks, modern permission syntax, and hot-reload capabilities.