Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosystem data, community intel, and tested playbooks.
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
Maintain the improvements/ upstream-findings pipeline for stellar-raven-codemode. Use when filing or updating service-improvement findings, resolving intake targets, maintaining improvements/intake.json, interpreting improvements lint failures, running recurrence probes, regenerating improvements/INDEX.md, reviewing…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
stellar-experimental/stellar-raven
Skill Claude CodeCodex
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…
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