ai-workspace-reference

End-of-session procedure that captures learnings into memory topic files, verifies index consistency, updates current-state.md, and syncs changes to team-lib.

Send an on-demand manual pulse to the ClickUp Pulse channel and optionally register thread-to-task mappings.

Graduated to team-lib — see team-lib/skills/session-debrief/. This stub demonstrates the my-lib → team-lib graduation pattern.

Add aliases, functions, or env vars to ~/.bashrc with section-aware placement

Check and upgrade local workspace files against latest team-lib templates

Compose base + type-override templates with brand tokens to produce fully resolved branded templates. Deep merges base+override, resolves tokenRef dot-paths against brand-tokens.json, and applies brand preference fan-out.

Create or update a brand-guidelines.md file for any brand — the single source of truth for all branded content generation.

Guidelines for creating effective workflow directives that orchestrate without redundancy

Convert markdown files to branded documents using pre-composed branded templates. Supports .docx and Google Docs (via gws CLI).

Iterative improvement loop for skills — launches executor agents that follow a skill procedure, scores output quantitatively, fixes issues, and repeats until stop criteria are met. Inspired by Karpathy's autoresearch pattern applied to agent skill procedures.

Rigorously validate all files referencing workspace structure are in sync

Automate team release notes by analyzing git history and changelogs.