Audit and repair code, comments, documentation, tests, agent instructions, and pull-request changes for reviewability debt. Use when cleaning AI-generated code, removing AI slop, restoring codebase readability, reducing review burden, pruning transient narratives, finding stale or redundant comments, removing…
Investigate live Cloudflare Workers observability for stellar-raven-codemode. Use when reviewing production MCP request logs, playground/demo telemetry, traces, Ray IDs, request headers, telemetry query results, eval observability, agent-run forensics, or whether Cloudflare metadata is enough without app-level…
Change the golden Q→A corpus without codifying lies: classify the truth domain, triangulate across independent source classes, encode disputed or unverifiable facts honestly, and land provenance-bearing edits to the owned per-case corpus. Use when editing eval golden answers, key facts, avoid clauses, sources, grader…
Resolve a "Live service drift detected" issue — the daily CI that diffs the committed catalog against the live upstream surfaces (Lumenloop, Stellar Light/Scout, Stellar Docs). Regenerate the artifacts, classify the drift, decide whether it needs a policy or routing-baseline change or is a clean mechanical bump…
Audit and improve stellar-raven-codemode retrieval across every exposed service operation and skill. Use for comprehensive endpoint, response-shape, catalog-description, search-ranking, execute-grounding, evaluation-coverage, golden-truth, or cross-source weighting reviews that require live probes and measured A/B…
Run a full eval round on stellar-raven-codemode from Codex, Claude Code, or another CLI agent — pick the right instruments (routing gate, QA headline, agentic, plan, live-data), distinguish the orchestrating agent from the spawned answering and judge agents, record results, review every answer/verdict, triage failures…
Coordinate a full truth-maintenance pass for stellar-raven-codemode across live drift, evals, golden questions/answers, and improvements/issues/PR follow-up. Use when asked to ensure repo truth is current, review the current state of upstream findings or PRs the repo opened, run a multi-lane maintenance round, or…
AGENTS.md instructions for stellar-experimental/stellar-raven, covering agents.md — stellar-raven-codemode, project and source-of-truth map, commands and verification, coordination and model routing for repo-work fan-out.
Claude Code instructions for stellar-experimental/stellar-raven, a project described as: Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosystem data, community intel, and tested playbooks.