First-time Treadstone local development environment setup. Run once after cloning the repo and before starting any development. Covers system dependency installation, Python environment, Neon database connection, migrations, and environment verification. Use…
Use when tasks involve tests/benchmark/, sandbox burst load tests, the treadstone CLI against a remote API, scenario YAML under tests/benchmark/scenarios/, or artifacts run.json / events.jsonl / summary.json; also when debugging 429s, poll_timeout, ready…
Treadstone development lifecycle — feature branches, TDD, ship, PR, CI, merge, GitHub Actions release (workflow_dispatch with version x.y.z), and optional production deploy. Use for any shippable code change, GitHub flow, or release. Includes agreed…
Treadstone OpenAPI spec architecture, SDK generation, and sandbox proxy path conventions. Use whenever adding or modifying API routes, changing OpenAPI tags/operationIds, regenerating the Python SDK, updating sandbox runtime paths in docs, or working with…
Maintain Treadstone's public documentation system and copy contract. Use when adding, rewriting, reorganizing, validating, or reviewing public docs in `web/public/docs`, the docs manifest, `llms.txt`, `sitemap.md`, `sitemap.xml`, `robots.txt`, docs landing…
Trace the real runtime architecture and data flow of a subsystem from the current code. Use when the user asks to map request flow, state transitions, background jobs, repair loops, read paths, sequence diagrams, or explain how data moves through the system…
Refresh an existing audit report against the latest code while preserving the parts of the report structure that are still useful. Use when the user asks to redo an audit, run a second or third audit pass, update a previous report, fix inaccuracies in an…
Produce a code-grounded audit report for any subsystem in this repository. Use when the user asks to audit a system, explain how it works in detail, review data flow or architecture, assess whether it is production-ready, compare implementation against docs,…