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Invoke the frontier advisor for a structural re-rank / unblock / design pivot. Compact brief only.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Autonomous build loop with Karpathy ratcheting, GAN evaluator, and session chaining. Iterates story groups until all features pass or stopping criteria met.
Change the behavior of existing code — story-driven by default, or --issue N for a GitHub bug fix. Test-first, full verification, code review.
Code generation quality principles — TDD, typing, error handling, logging, API integration, LLM integration.
Brownfield change route — take an existing-code feature request from intent to a reviewed PR, scaling from a single /change to an epic via /spec→/design→/auto. Linear-tracked, backed by a committed DeepWiki.
[Internal pipeline stage — run by /auto self-heal and /implement validation when lint/type error volume is high; invoke directly only as a power user.] Turn compiler/linter output into a sharded work queue; fix per package with optional adversarial review — no full monorepo suite mid-shard.
[Internal pipeline stage — run by /auto (follow with /gate); invoke directly only as a power user.] Generate production code and tests for a story group using agent teams for parallel execution.
| name | advise |
| description | Invoke the frontier advisor for a structural re-rank / unblock / design pivot. Compact brief only. |
Operator (or pipeline) entry for the read-only advisor agent (Opus judgment).
/advise "<question or brief>"
Or Task with subagent_type: advisor and a compact brief (status, last failures, options).
execution.advisor_max_per_run (default 3) in project-manifest.json./auto (default K=3) → re-prioritize remaining features.claude/state/advisor-last.json (+ append advisor.jsonl).See .claude/agents/advisor.md for the JSON contract (continue | pivot | stop_for_human).