Instructions file GitHub Copilot
Instructions for claude-world/notebooklm-skill: This Python project provides a JSON-first CLI, five async pipelines, and 13 MCP tools for NotebookLM. Keep all notebooklm-py API adaptation in scripts/common.py so the three public surfaces stay consistent. Follow the Ruff and mypy configuration, use typed async code…
MCP server Claude CodeCodexCursor +2
NotebookLM research automation — CLI, MCP server, and Claude Code Skill. Runs locally from the notebooklm-skill Python package.
Instructions file CodexOpenCode
Instructions for claude-world/notebooklm-skill, covering notebooklm-skill, authentication, cli commands, notebooklm-skill — core operations and notebooklm-pipeline — workflow orchestration.
Skill Claude CodeCodex
Automate source-grounded research with Google NotebookLM. Create notebooks from URLs, text, or local files; ask cited questions; run fast or deep web research; create articles and social drafts; and generate or download audio, video, cinematic video, slides, reports, study guides, quizzes, flashcards, mind maps…
claude-world/director-mode-lite
Plugin Claude Code
Guidance-first workflows shared by Claude Code, Codex CLI, and Grok Build.
claude-world/director-mode-lite
Plugin Claude Code
Guidance-first Director workflows for Claude Code, Codex CLI, and Grok Build, with portable session relay and native adapters.
claude-world/director-mode-lite
Skill Claude CodeCodex
Track development session events in a daily markdown changelog, including file changes, test results, and key decisions.
claude-world/director-mode-lite
Instructions file GitHub Copilot
Instructions for claude-world/director-mode-lite: This is a Shell/Markdown toolkit for Claude Code Director Mode. Keep shell scripts POSIX-compatible where possible. Markdown files are the primary deliverable.
claude-world/director-mode-lite
Agent
Expert on creating and configuring custom Claude Code agents (subagents). Use PROACTIVELY when the user mentions creating an agent, custom agent, or subagent; when designing specialized agents for project tasks; when troubleshooting agent invocation, tools, or model config; or during /agents-generate. Knows the…
claude-world/director-mode-lite
Agent
Expert on CLAUDE.md design patterns, best practices, and project configuration. Use when creating or reviewing CLAUDE.md / project instructions, when the user asks about Claude Code project configuration, or during /project-init. Covers file precedence (project / local / user), structure templates, and what to include…
claude-world/director-mode-lite
Agent
Expert code reviewer for quality, security, and best practices. Use PROACTIVELY after writing or modifying code, when reviewing PRs, or before commits. Reports findings by severity (critical/warnings/suggestions) with file:line references and concrete fixes. user: "I just finished the login endpoint — can you check it…
claude-world/director-mode-lite
Agent
Decision-making agent for the Self-Evolving Loop. Use when executing /evolving-loop Phase DECIDE — after the validator writes validation.json, when an iteration cycle completes, or at a manual decision point. Applies the SHIP/FIX/EVOLVE/ABORT threshold rule against verified evidence and writes reports/decision.json.…
claude-world/director-mode-lite
Agent
Debugging specialist for errors, test failures, and unexpected behavior. Use PROACTIVELY when encountering any errors, exceptions, or failing tests. Follows the 5-step root-cause method from the loaded debugger skill and verifies fixes with tests. user: "The auth test started throwing 'undefined is not a function'…
claude-world/director-mode-lite
Agent
Documentation specialist for README, API docs, code comments, and technical writing. Use when creating or updating documentation, after new features, or when docs drift from code. Verifies examples against the actual codebase before writing. user: "I added a new /export endpoint but the API docs don't mention it yet."…
claude-world/director-mode-lite
Agent
Lightweight coordinator for the Self-Evolving Loop. Use when /evolving-loop dispatches the loop or resumes it from checkpoint; coordinates the 8 phases (ANALYZE, GENERATE, EXECUTE, VALIDATE, DECIDE, LEARN, EVOLVE, SHIP) in isolated subagent contexts, manages checkpoint state and memory, enforces safety gates, and…
claude-world/director-mode-lite
Agent
Learning agent for the Self-Evolving Loop. Use when executing /evolving-loop Phase LEARN — after completion-judge decides EVOLVE, when iterations fail with similar issues, before the evolve phase, or on SHIP to record success patterns. Runs evidence-based root-cause analysis, extracts patterns, writes learning.json…
claude-world/director-mode-lite
Agent
Expert on Claude Code hooks — event-driven automation for tool calls, prompts, sessions, and notifications. Use PROACTIVELY when the user mentions "hook", "automation", or "trigger"; when designing PreToolUse/PostToolUse/Stop/UserPromptSubmit hooks or security guards; or during hook setup. Knows the hook event list…
claude-world/director-mode-lite
Agent
Expert on Model Context Protocol (MCP) — server configuration, discovery, and troubleshooting via .mcp.json and claude mcp add. Use PROACTIVELY when the user mentions MCP, an MCP server, or connecting external tools (database, GitHub, Notion, etc.); when an MCP fails to load or times out; or during project…
claude-world/director-mode-lite
Agent
Deep requirement analysis agent for the Self-Evolving Loop. Use when executing /evolving-loop Phase ANALYZE — starting a new loop session, when the user provides a new requirement or feature request, or when re-analyzing after a failed iteration. Extracts acceptance criteria, a complexity score, an implementation…
claude-world/director-mode-lite
Agent
Evolution agent for the Self-Evolving Loop. Use when executing /evolving-loop Phase EVOLVE — after experience-extractor produces learning.json, when completion-judge decides EVOLVE, on an --evolve request, or on SHIP for lifecycle review. Applies verified learning to produce improved skill versions and manages…
claude-world/director-mode-lite
Agent
Dynamic skill generator for the Self-Evolving Loop. Use when executing /evolving-loop Phase GENERATE — after requirement-analyzer completes, when skills need (re)generation, or on a regeneration request. Creates tailored executor/validator/fixer skills from analysis.json plus pattern recommendations, runs a security…
claude-world/director-mode-lite
Agent
Expert on creating, editing, and debugging Claude Code skills and slash commands. Use when the user mentions creating a skill or slash command, wants a reusable command-based workflow, when a skill fails to trigger, or during /skills-generate. Knows the official skill frontmatter fields, arguments, allowed-tools, and…
claude-world/director-mode-lite
Skill Claude CodeCodex
Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.
claude-world/director-mode-lite
Skill Claude CodeCodex
Generate custom agent from template. Use when creating a new subagent from scratch, or scaffolding an agent file with correct frontmatter.