Review & Ideation

3 skills. Source of truth: skills/.

adversarial-review

Isolated, cross-model adversarial review of KBD artifacts and change diffs. Dispatches a fresh-context LLM judge over an OpenAI-compatible REST gateway (openai-proxy or liter-llm api) with an explicit mandate to find problems — the model that produced an artifact or change is never the model that reviews it. Runs as a pipeline stage inside kbd-assess/analyze/plan (artifact mode) and kbd-execute's per-change QA gate (diff mode). Findings are severity-bucketed (CRITICAL/WARNING/SUGGESTION) and the judge's own report is screened by sycophancy-correction before it is surfaced.

v1.0.0 · process review quality llm-as-judge kbd · source

ideation-mindmap

Takes a one-line business or product concept and generates a 6-branch concept mindmap via surreal-memory's generate_ideation_mindmap tool, structuring raw ideas into actionable branches through independent generation, pooling, and critic scoring.

v1.0.0 · ideation mindmap surreal-memory · source

karpathy-progress-memory

Record a successful KBD task, change, or phase boundary as a canonical, idempotent progress event. Use when a boundary transition succeeds, when recovering work after context loss, or when KBD progress must survive a memory-service outage without editing generated projections. Do NOT use for changing KBD position or status; use kbd-process-orchestrator instead.

v1.0.0 · process kbd progress memory recovery · source