Author YAMLGraph prompt YAML files. Use when: writing prompt templates, configuring inline schemas or output_schema, using Jinja2 templates, adding system/user messages, defining structured output fields, or using system_segments for prompt caching.
Author YAMLGraph graph YAML files. Use when: creating or editing graph YAML, adding nodes or edges, configuring routing and conditions, setting up state keys, variables, data_files, tools, loop limits, error handling, or verification gates.
Operate the Chaplain automation system. Use when: starting the chaplain, checking pipeline status, submitting proposals to inbox, debugging pipeline failures, retrying failed topics, cleaning worktrees, running the philosopher or inquisitor.
Create and manage YAMLGraph feature requests. Use when: writing a feature request, planning a feature, following the plan-judge-enforce workflow, submitting a proposal to the chaplain inbox, understanding the FR lifecycle, or writing acceptance criteria.
Release a new YAMLGraph version. Use when: bumping version, creating a release, tagging, pushing a release, freezing changelog, or handling pre-commit hook cascades during release.
Run code quality analysis on YAMLGraph. Use when: running ruff, bandit, radon, vulture, pytest coverage, checking code quality, finding dead code, security scanning, or generating improvement recommendations. For autonomous analysis, use the code-analysis agent instead.
Check LangSmith traces for YAMLGraph runs. Use when: debugging graph execution, reviewing LLM latency or token usage, investigating failed runs, verifying tracing config, querying recent traces, troubleshooting LangSmith connectivity.