Create concept_summary.md as the invariant semantic anchor for an idea (writes to ideas/<IDEA_ID>/runs and updates ideas/<IDEA_ID>/latest)

End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review

Identify business entities, relationships, and high-level data structures from requirements and domain knowledge.

Expert assistant for provisioning charm development and testing environments using concierge. Use when setting up development machines, bootstrapping Juju controllers, installing craft tools (charmcraft, snapcraft, rockcraft), or preparing test environments. Keywords include concierge, provision, development environment, Juju bootstrap, LXD, MicroK8s, K8s, craft tools, prepare, restore.

Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and unnecessary elaboration. Use when documentation, artifacts, or responses need to be maximally concise and actionable.

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

Effect provides lightweight fiber-based concurrency:

Develop advanced debugging workflows for concurrent rendering, including reproducibility under non-deterministic scheduling.

Design highly responsive, concurrent-safe form systems with predictive validation and progressive feedback.

Implement animation systems resilient to concurrent rendering and interrupted updates.

Design deterministic state machines that remain correct under concurrent rendering and re-entrancy.

Develop rigorous testing methodologies that capture concurrency-related defects and regressions.

conda-forge-expert

Set up conda with multiple group storage locations on HiPerGator, including cache isolation

Intelligently reduce article length while preserving value. Does not arbitrarily truncate.

Scholze-Clausen condensed mathematics bridge to sheaf neural networks via 6-functor formalism

Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state changes, eliminating flaky tests from timing guesses

Set up conditional documentation loading to prevent context pollution. Use when organizing project docs, implementing progressive disclosure, or reducing CLAUDE.md token consumption with on-demand loading.

Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion, and follows the spec-driven methodology.

Conductor implements Context-Driven Development, a methodology that treats project context as a first-class artifact alongside code. This skill provides essential knowledge about the Conductor framewo

Comprehensive assistance with conductor

Write academic conference papers and research submissions

Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.

Use when drafting or updating directives in docs (e.g., ROADMAP, AGENTS.md, CLAUDE.md, skills) as a gentle reminder to keep language cautious and flexible; avoid overly confident or absolute directives unless explicitly required.

This skill should be used when auditing or comparing Claude Code and Cursor IDE configurations to identify feature gaps, equivalencies, and migration opportunities. Useful when managing AI development tooling across both platforms or deciding how to structure AI workflows.

Creates new KrakenD configurations with best practices, proper structure, and edition-appropriate features

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

Use when symfony config env parameters

Generate configuration files for development tools

Generate master configuration files in ai-state/config that map web app use cases, code components, and user interactions to their corresponding config structure, enabling rapid discovery and AI-driven propagation

config-helper

Use this skill when the user needs help managing configuration storage in the Config Hive including secrets, D&R rules, YARA rules, lookups, and cloud sensors.

Fixes configuration hygiene issues including gitignore patterns, ESLint config duplication, and hook scripts. Use when encountering backup files in repo, missing gitignore patterns, or config maintenance issues.

Propose improvements to upstream RAE repository

Expert guide for managing application configuration including environment variables, config files, secrets management, and multi-environment setups. Use when handling .env files, config validation, or configuration architecture.

Migrates codex configuration files from v2.0 push-based sync to v3.0 pull-based retrieval format with automatic backups

Add configuration parameters following BobTheSkull's full-stack pattern (BobConfig.py, config_manager.py, HTML templates, JavaScript). Use when adding new config parameters, settings, or configuration options to Bob The Skull project.

Security review of configuration files and infrastructure as code.

Expert at evolving Pydantic configuration schemas with backward compatibility and automated migrations

Sets up configuration files, environment variables, and project configuration. Use when setting up project configuration, environment setup, or configuration management. Creates config files, .env examples, and configuration documentation.

Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.

Coordinate target-specific adapters for Droid, Qwen, Codex, OpenCode, and Amp CLI environments.

>-

The `config.yaml` file (or `synapse.yaml`) defines your plugin's metadata, actions, and runtime configuration.

confighub-usage-guide

Effect provides type-safe configuration loading with:

Configure mjr.wtf safely via environment variables and .env files.

Automate infra with Ansible/Chef/Puppet.

Enforce Nix + Pixi + direnv + Home-manager configuration patterns

Validates environment variables, config files, and ensures all required settings are documented. Use when working with .env files, configs, or deployment settings.