Use when drafting or revising an ITCS paper's abstract, introduction, and technical presentation so the conceptual innovation lands before any theorem, the model is motivated as a…
Use Mirra to the space's shared work-ledger. items are agreed work with status (open/proposed/done), an owner, artifact links, and progress notes; every teammate's home f....
Item distribution patterns for Valkyrie MoM. Use when giving random items, unique items, starting items, or creating item inspection events.
End-to-end define-to-ship delivery loop with DAG orchestration and stage gates. Use when the user wants to turn high-level product goals into detailed stories (risks, decisions,…
Autonomous build loop — implements, tests, reviews, analyzes, and refines. Default 6 iterations (thorough) or --fast for 4 iterations (ship it quick).
Turn an agent's own failure — a premature stop, a false "done", a reward- hacked check, a missed file, a broken handoff — into a durable improvement to the harness (skills, rules,…
Visual-reference-to-app implementation loop for building or restyling a web app screen to match a provided reference image.
Creates a structured lessons learned entry for organizational memory. Use after projects, incidents, or significant learnings to capture knowledge for future teams and initiatives.
Documents a strategic pivot or persevere decision with the evidence, analysis, and rationale. Use when evaluating whether to change direction on a product, feature, or strategy…
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green.
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green.
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green.
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green.
Documents backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made.
Facilitates and documents a team retrospective capturing what went well, what to improve, and action items.
Autonomously review and improve existing code through up to 5 iterations of analysis, domain verification, fixing, and validation.
How to use the 4-Turn Conversational Scaffolding framework to build complex code, strategy, and content incrementally without token exhaustion or quality degradation.
Apply a prompt-agnostic execution and verification loop to any substantial task while preserving the original request.
For combinatorial iteration: permutations, combinations, cartesian products, without storing all results in memory.
Iteration 1 of Multiplicity Cascade - Generates divergent paths with φ-branching
Iteration 2 of Multiplicity Cascade - Amplifies jank recursively through iterations
Iteration 6 of Multiplicity Cascade - Documentation that modifies itself when read — from general/orchestration-frameworks
Iteration 6 of Multiplicity Cascade - Documentation that modifies itself when read — from majiayu000/claude-skill-registry
Iteration 12 of Multiplicity Cascade - Creates self-referential temporal structures
Iteration 14 of Multiplicity Cascade - Makes surveillance exponentially expensive
Manage bounded iteration loops for autonomous implementation — track retries, synthesize failure feedback, and escalate when limits hit
Tracks iteration progress and state management. Use when starting, checkpointing, or ending iteration cycles, or when user mentions iteration tracking, progress monitoring, or…
The full iteration flow in one skill — choose which ads to iterate on, then make the iterations. If the user names a specific ad, go straight to making iterations; if they ask…
Explain iterations strategy, process and rules to respect all over any realization. Iteration is the main conception workflow of any conception and modification of the project.
Progressive context retrieval pattern for understanding unfamiliar codebases through iterative refinement
TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically
"Am I ACTUALLY done, or did I just stop?" - Domain-agnostic iterative workflow engine based on ralph-loop methodology.
Use when you have latent low-dimension peak features extracted by a Graph-attention
Autonomous phase-by-phase plan implementation with journaling. Decomposes phases into atomic tasks and verifies each via typecheck + spike + export resolution triad.
Pattern for progressively refining context retrieval to solve the subagent context problem
Execute 4-phase loop for progressive context refinement. Use when complex searches require multiple refinement cycles or context gap is unknown.
Runs Claude in a retry loop until tests pass or task completes. Use for TDD loops, overnight builds, or any task needing repeated iteration until success.
Produces a follow-up scout document that reframes the original question based on what feedback revealed (a reframe = a new strategic lens that changes which problem is worth…
Is this ACTUALLY verified, or did I just say it is?" - Ralph-wiggum methodology applied to factual accuracy.
Use reflective search to improve prompts or text-configured agent components against a real eval set instead of manual prompt tweaking.
Customize the three global tab colors for Claude Code's iTerm2 status hook — idle (fresh session), processing (Claude working), and waiting (Claude needs you).
Manage the macOS notification that fires when a Claude Code tab has been waiting on the user for more than N minutes.
macOS desktop notifications and iTerm2 badge management for Claude Code lifecycle events. Not a slash command — this plugin provides hook scripts.
Print a health snapshot for the iterm-config hook stack — daemon PID + heartbeat status, launchd watchdog state, active sessions and their current colors, count of stray…
iTerm2 terminal emulator and tmux multiplexer expertise. USE WHEN user mentions iTerm2, tmux, terminal sessions, split panes, window management, OR terminal productivity on macOS.
Configure iTerm2 workspace layouts with TOML. TRIGGERS - iTerm2 layout, workspace tabs, layout.toml, AutoLaunch.
Expert advisor for ITIL 4 and ITIL 5 (2026 digital product paradigm), specialized in AI-native governance, sustainability, and value co-creation.
Itil sla Vertragsstrafe: fachanwaltlicher Spezial-Skill mit Normenanker, Tatsachenmatrix, Beweislast, Fristen, Gegenargumenten und belastbarem Arbeitsprodukt; ohne ungeprüfte…
Create and publish an Instagram carousel post from a tabiji.ai itinerary, with Topaz Labs AI image enhancement.
Efficiently route multi-stop trips with time management. Include transportation, restaurant/activity reservations timeline, and buffer time for spontaneity.
Sistema de Auditoria de Dados v5 para análise forense de arquivos distribuídos em múltiplas fontes (Google Drive, HD Externo, Notion).
Apply a Change Proposal. Triggered by the user saying "Apply change " or "Implement change ".
Archive a completed change and update main specifications. Use when the user has finished implementing and wants to integrate the change into the main codebase.
You MUST use this before any creative work - creating features, proposing changes,building components, adding functionality, or modifying behavior.
Query live GPU inventory, submit an authenticated Itô fixed-rate RFQ, inspect RFQ or procurement status, and run explicitly gated node qualification through the separately…
Inspect the availability of model serving on a completed Itô compute booking and, when the canonical backend becomes available, hand off an explicitly confirmed serving manifest.
Use when creating and writing an Ito change proposal (new change or existing change id). Delegates to Ito CLI instruction artifacts.
Clarify a requested change before scaffolding a proposal, then recommend the next workflow lane and schema.
Build a non-advisory prediction-market trade planning worksheet for Itô or venue workflows. Use to inspect venues, underliers, constraints, order prerequisites, and manual…
Run an ML training job on a completed Itô compute booking through the canonical Itô backend. Use after ito-compute has booked GPU nodes and the user wants pre-training,…