Full three-layer verification after any change — LSP diagnostics + compiler build + test suite, ranked by severity. Use after completing any edit, refactor, or feature to confirm nothing is broken before committing.
Instructions for blackwell-systems/gcf, covering gcf project instructions, eval data update procedure, step 0: verify from raw logs, run this from eval/results/comprehension/ and this is the "average of model averages" methodology.
Instructions for blackwell-systems/knowing, covering knowing, build & test, benchmark (p@10 evaluation), single repo (fast iteration, no embeddings) and diagnostic env vars (compose freely, no reindex needed).
Instructions for blackwell-systems/claudewatch, covering claude code instructions for claudewatch, project overview, architecture, internal packages and build & test.
Bidirectional MCP proxy that translates between JSON and GCF. 50-92% fewer tokens. 100% comprehension on every frontier model. Zero code changes. Runs locally from the @blackwell-systems/gcf-proxy npm package.
Coordinate Polywave scout and wave flows in Codex. Use for parallel implementation planning, IMPL creation, and guarded wave execution with polywave-tools and the installed Polywave agents.
Runs before the agent uses a tool for ^Bash$, ^apply_patch$, ^mcp__lsp__(safe_edit, apply_edit, safe_apply_edit, simulate_edit, replace_symbol_body, safe_delete_symbol and commit_session)$ tool calls, running an inline shell check (3 commands). From blackwell-systems/polywave-codex.
Interactive guide for converting skills to progressive disclosure pattern. Use when you have a skill >500 lines and want to split it into core + references for better context economy.