Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
Run Corpus as a continuous enrichment agent: select or resume a roadmap node, gather read-only evidence through tools/MCP, ask high-value…
Self-improvement patterns for AI agents to learn from feedback, errors, and successful patterns across sessions
Drafts precise supplemental agreements, contract amendments, and termination agreements based on existing agreements and explicit…
Anwalt oder Mandant will Vertragsschluss-Grundlagen des Common Law verstehen: offer acceptance consideration deed promissory estoppel UCC.
Contract & Proposal Writer
Use when the user has a client SOW, MSA, or contract to sign, counter, or renew — especially when the client pushes for a fast signature…
Color contrast and visual accessibility specialist.
Author a new HyperFrames registry block (caption style, VFX block, transition, lower third) or component (text effect, overlay, snippet)…
How team-level patterns flow up into Bitwarden's Technical Strategy Ideas backlog and back down through BW Initiatives into team epics and…
Use to sharpen the one-sentence contribution of a Quantitative Economics (QE) manuscript so a general-interest Econometric Society reader…
Community and contributions command center -- manage GitHub Discussions, moderate community interactions, track contributor health…
An addon (best paired with [[work-until-limit]], but works for any long/autonomous run) that gives the user a physical red STOP button — a…
When the user wants to design supply chain control towers, implement visibility platforms, or establish centralized monitoring.
Use when: (1) a new submission scores worse than baseline and the reason is unclear, (2) multiple changes were made simultaneously (new…
Connects your own Baserow (database on a VPS server) to the agent and controls it via REST API in Polish.
Generates standardized commit messages following Conventional Commits specifications based on staged code changes.
When writing a git commit message. When task completes and changes need committing. When project uses semantic-release, commitizen…
Detecting whether agent iterations are converging toward a stable solution or hitting a ceiling.
Transform AI conversations and chat transcripts into publishable content including blog posts, documentation, tutorials, and knowledge…
Systematic CRO for e-commerce stores. Audit conversion funnels, identify drop-off points, implement fixes, and run experiments to increase…