GA Eval
25Skill Claude CodeCodex
Run GA Language (GAL) operations against the live domain services via the ga CLI. Use when you need to interactively explore domain closures, test pipelines, or compute music-theory results.
Skill Claude CodeCodex
Run GA Language (GAL) operations against the live domain services via the ga CLI. Use when you need to interactively explore domain closures, test pipelines, or compute music-theory results.
Skill Claude CodeCodex
Talk to the GA chatbot agents, probe routing decisions, compare responses across TheoryAgent / TabAgent / CriticAgent. Use when testing agent behaviour, verifying routing, or exploring chatbot responses programmatically.
Skill Claude CodeCodex
Strict coding guidelines prioritizing simplicity, surgical changes, and goal-driven execution based on Andrej Karpathy's philosophy.
Skill Claude CodeCodex
Ensures any new Chords, Scales, or Intervals added to the domain core are mathematically and musically correct according to the Guitar Alchemist theory engine.
Skill Claude CodeCodex
Maintains and validates the OPTIC-K musical embedding schema (v1.4) dimension mappings, partition weights, and vector generation logic.
Skill Claude CodeCodex
Suggests logical next chords to complete or extend a partial chord progression.
Skill Claude CodeCodex
How any AI collaborator (Codex, Conductor, Octopus, Compound Engineering, future-Claude) works alongside the QA Architect agent on this repo. Read before designing or shipping a non-trivial change.
Skill Claude CodeCodex
Standards and best practices for React, TypeScript, and 3D visualization development within the Guitar Alchemist frontend.
Skill Claude CodeCodex
This skill guides correct use of the GA.Core.Functional monadic types in Guitar Alchemist. Consult it whenever writing or reviewing service-layer C# code.
Skill Claude CodeCodex
Standards for AI embedding generation, vector indexing strategies, and Retrieval-Augmented Generation (RAG) pipelines within Guitar Alchemist.
Skill Claude CodeCodex
Debugging methodology requiring root cause investigation before proposing fixes. Use when encountering any bug, test failure, or unexpected behavior.
Skill Claude CodeCodex
Requires running verification commands and confirming output before making any success claims. Evidence before assertions always.
Plugin Claude Code
Guitar Alchemist plugins for Claude Code — music theory tools, DSL commands, and agent integrations for the GA codebase.
Agent Claude Code
Drafts a new GA chatbot SKILL.md file in skills-dev/ from a description of what the skill should do. Use when starting a new skill (catalog, computation, or hybrid) — produces the frontmatter + body stub the iteration loop runs against. Refuses to overwrite an existing draft or canonical skill of the same name.
Agent Claude Code
Promotes a stable SKILL.md draft from skills-dev/ to canonical skills/, validates it against SkillMdParserTests, commits, and opens a PR. Use when a draft has been iterated on enough that it should ship to production. Refuses to graduate a skill that fails the parser, has zero surviving triggers, or shadows a…
Command Claude Code
Run a GA Language operation against the Guitar Alchemist domain services.
Hook Claude Code
Runs after a tool call finishes for Edit, Write, Edit, Write, Bash, Edit and Write tool calls, executing digest-activity-tracker.ps1 and ai-annotation-scan.ps1 via pwsh (3 commands). From GuitarAlchemist/ga.
Hook Claude Code
Runs before the agent uses a tool for Bash tool calls, executing pr-rationale-capture.ps1 and ai-annotation-merge-gate.ps1 via pwsh (2 commands). From GuitarAlchemist/ga.
Hook Claude Code
Runs when you submit a prompt, before the agent sees it, executing digest-staleness-nudge.ps1, correction-detector.ps1 and loops-goals-tracker.ps1 via pwsh (3 commands). From GuitarAlchemist/ga.
Hook Claude Code
Runs before the context is compacted, executing precompact-digest.ps1 via pwsh. From GuitarAlchemist/ga.
Hook Claude Code
Runs when a session starts on compact and resume, executing start-dev.ps1 and sessionstart-digest.ps1 via pwsh with --show-current (2 commands). From GuitarAlchemist/ga.
Hook Claude Code
Runs when the agent finishes a response, executing session-pr-check.ps1, digest-stop-finalize.ps1 and loops-goals-tracker.ps1 via pwsh (3 commands). From GuitarAlchemist/ga.
Settings file Claude Code
Agent settings declaring 6 hook events (PostToolUse, PreToolUse, UserPromptSubmit, PreCompact).
Skill Claude CodeCodex
Use when touching AllProjects.AppHost/Program.cs, debugging service startup, or onboarding a new dependency. Knows GA's Aspire AppHost topology (MongoDB, Redis, FalkorDB, GaApi, microservices, ga-client, MCP, Python sidecars), how connection strings flow via WithReference, and how to add new .NET projects, Python…