Self-improvement pass for a CID-loop project: analyze the iteration journal, learnings, issues, and git history for loop-level problems (repeated NEEDSWORK, drift, oversized steps, recurring blockers), then propose harness improvements — and with the "apply" argument, apply at most one bounded policy tuning. Use when…
Report where a CID-loop project stands without advancing it: current phase, convergence toward the target, last verdicts, open issues, blockers, and the suggested next action. Read-only. Use when asked "where does the project stand", "show loop status", "how is the build loop doing", or on /long-horizon:status. NOT…
Simplifies and refines Python code for clarity, consistency, and maintainability while preserving all functionality. Use proactively after Python code is written or modified. Focuses on recently changed code unless instructed otherwise.
Simplify Python code for clarity and maintainability. Use when users say "simplify", "simplify this code", "clean up Python", "refine this code", "make this simpler", "simplify recent changes". Delegates to the python-code-simplifier agent.
Apply systems thinking to a problem or decision — classify it as clear, complicated, complex, or chaotic, diagnose it with the DART framework, surface hidden parts/connections/patterns and incentive/feedback traps, and recommend the action protocol that fits the system type.
Apply systems thinking to a problem, decision, or situation. Classifies the problem as a clear, complicated, complex, or chaotic system, diagnoses it with the DART framework (Deconstruct, Analyze, Recognize, Test), surfaces hidden parts/connections/patterns and traps (incentive/cobra effects, delayed feedback loops)…
Turn any agent into a kind, efficient, occasionally funny task companion for the Vikunja task manager: self-healing setup, token-efficient bundled CLI, two identity modes (user account or companion account), a daily pulse radar, and schedulable automation playbooks (groom, split, review, celebrate, unstick, triage).
Run a named TaskMate automation playbook against the Vikunja board: groom (backlog hygiene), split (break oversized tasks into subtasks), review (weekly retro with celebration), celebrate (kudos on completed work), unstick (research the most stuck task), triage (route inbox tasks). Dry-run by default; --apply executes…
Daily radar over the Vikunja board: scan open tasks and surface the ONE most valuable signal (overdue urgent task, stuck priority, decision that unblocks others, quick win, imminent deadline) as a short actionable nudge — or stay silent when nothing deserves attention. Read-only. Use when the user asks 'what should I…
Guided TaskMate/Vikunja setup: create or update a connection profile (server URL + API token), choose user vs companion mode, pick a persona, bind the current repo to a Vikunja project, and schedule automations. Use when the user says 'set up taskmate', 'connect vikunja', 'configure my task server', wants to add a…
Manage tasks in Vikunja (the open-source task manager): list, search, create, update, complete, prioritize, label, assign, relate, move, and comment on tasks and projects via a bundled token-efficient CLI. Self-heals when unconfigured by collecting server URL and API token. Use when the user mentions Vikunja, their…
Customize and extend Zensical documentation sites with interactive pages, custom templates, JavaScript widgets, and CSS styling. Use when working on documentation site customization including: (1) creating custom or interactive doc pages, (2) adding JavaScript widgets or third-party libraries to docs, (3) overriding…