denn-gubsky

Create and curate graph edges between chunks (and across documents) in a chunked-graph Document.

Import a Markdown file into a chunked-graph Document — deterministic round-trip vs semantic chunking.

Safely move, reparent, reorder, promote, or delete chunks in a chunked-graph Document.

Split arbitrary prose or a Markdown file into a sensible chunk hierarchy in a chunked-graph Document.

How to review a slice of a code repository with high precision — confidence-scored findings, project-guideline compliance, and Karpathy behavioral guidelines (simplicity, surgical scope, surfaced assumptions). Use when reviewing or auditing source files.

Configure a loomcycle runtime — providers, model tiers, user tiers, fallbacks, per-agent sampling and context-compaction, environment variables, deployment profiles (brew/in-system, containerized, true sandbox, server, multi-tenant, cloud), filesystem Volumes, the Bashbox in-process sandbox, the Path VFS, chunked-graph Documents, inbound webhooks, and third-party MCP servers. Use when the user wants to set up or tune loomcycle.yaml or its env, pick a deployment posture, wire provider routing/cost-cascades, gate plans, tune decoding (temperature/top_p) or compaction, lock down tool/sandbox/auth, enable or choose between Bash and the Bashbox sandbox (incl. its host-command fallback), name resources with Path, author chunked-graph Documents (and the SQL Memory they require), receive webhooks, or connect external MCP tools.

Diff two loomcycle AgentDef versions by def_id and show what changed in system_prompt, allowed_tools, max_tokens, and other fields. Use when the user wants to compare two versions of a self-evolving agent definition.

Guide the user through importing a .claude/ directory into loomcycle yaml using the `loomcycle import claude-code` CLI — dry-run first, review the report, then write. Use when the user wants to move Claude Code agents/skills/MCP servers into a loomcycle config.

Walk through replaying a failed loomcycle run — inspect the failure, adjust the prompt or agent, and re-spawn. Use when a loomcycle run errored or produced a bad result and the user wants to retry with a fix.

Spawn a loomcycle evaluator agent to score the current Claude Code transcript (or a named run) and report the result. Use when the user wants an independent quality/score judgement of work just done via loomcycle.