loop-setup
Session 0. Sets up the loop in this project - detects the stack, checks which connections actually work (git, database, browser, payments sandbox), asks the…
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Session 0. Sets up the loop in this project - detects the stack, checks which connections actually work (git, database, browser, payments sandbox), asks the…
Use when optimizing agent runtime loops, card packs, MCP session lifecycle, tool-call count, or multi-agent orchestration patterns.
Use when diagnosing agent session history, interrupted tool loops, missing tool results, timing bottlenecks, or subagent trace correlation.
Use when an agent has modified logic, API routes, or data-transformation code, a bug was just fixed and must not be reintroduced, or behavior must stay…
Turn a rough idea into a fully formed, written design through collaborative dialogue — exploring intent, requirements, and trade-offs one question at a time,…
Generate a changelog or release notes from Git history, grouped by change type, written in user-facing language, with issue/PR links and breaking changes…
Process code-review feedback with technical rigour — understand each point, check it against the actual codebase, and respond with reasoning or implementation…
Render today's standup card from what your agents actually did across repos
Use Superloopy's lightweight strict-evidence loop for Codex tasks that need durable progress, criteria, and artifact-backed completion.
Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a…
Use when the user asks to create, convert, style, animate, export, share, or deploy HTML slide decks, presentations, pitch decks, talks, or keynotes; including…
Review auto-memory entries and propose promotions to CLAUDE.md, CLAUDE.local.md, or shared memory. Also detects outdated, conflicting, and duplicate entries…
Review changed code for reuse, quality, and efficiency, then fix any issues found.
Validates Claude Code plugin manifest files (plugin.json). Use when user asks to "check my plugin.json", "validate plugin.json", "plugin errors", or "why isn't…
Validates Claude Code settings.json files for schema, permissions, and security. Use when user asks to "check my settings", "validate settings.json",…
Validates Claude Code skills for schema, naming, documentation, and security. Use when user asks to "check my skill", "validate skill syntax", "why isn't my…
Runs this project's verification contract and decides honestly whether something is verified, a gap, or a lie. Use before calling anything done, and whenever a…
Use when a working code path feels bloated, noisy, or over-abstracted, when asked to clean up or deslop AI-generated code, or when a reviewer-only anti-slop…
Use when API documentation may have drifted from the implementation -- endpoints changed without a spec update, integration partners report mismatches, or a PR…
Use when a significant architectural choice is being finalized, revisited, or reversed -- technology selection, structural patterns, or trade-offs that future…
Author a new subagent for this repository end to end by scaffolding it with pnpm new, curating its tool allowlist, setting model, color, and memory in…
Author a new slash command for this repository end to end by scaffolding it with pnpm new, writing the frontmatter and argument handling, drafting the prompt…
Author a new Claude Code hook for this repository end to end by scaffolding it with pnpm new, writing the hook script and its settings.json wiring, documenting…
Use when a codebase carries over-engineered abstractions, unnecessary layers, or redundant logic that should be collapsed without changing behavior.
Use when a Codex or generic local agent needs a focused second opinion from Claude CLI without MCP routing.
Use when a Claude Code agent needs to delegate a question, subtask, or review to a local Codex instance.
Author a new skill for this repository end to end by choosing its category, writing trigger-friendly frontmatter, structuring the SKILL.md, splitting reference…
Review or write a database schema migration with production safety as the bar, checking lock behavior, table rewrites, backfill strategy, deploy-order…
Audit a project's dependencies for outdated and vulnerable packages and surface breaking-change notes for upgrades. Works with any ecosystem, including…
Use when a Codex or generic local agent needs a focused second opinion from Gemini CLI without MCP routing.
Use when the user wants end-to-end autonomous execution from a brief idea to working, verified code -- multi-phase work spanning requirements, planning,…
Use when a new or more complex ML model is proposed and its value over simple baselines is not yet demonstrated -- before approving a new architecture or…
Execute a written implementation plan task by task, reviewing it critically first, following each step exactly, running every verification, and stopping to ask…
Onboard to an unfamiliar codebase by mapping its architecture, entry points, and data flow. Use when starting work in a new or unknown repository and you need…
Wrap up a completed development branch by verifying tests pass, detecting the workspace state, then presenting clear merge / PR / keep / discard options and…
Use when reviewing BigQuery spend, query failure patterns, or scan inefficiencies -- identifying which jobs, users, or projects drive cost, or preparing…
Use when starting any creative work — creating features, building components, adding functionality, or modifying behavior — before any implementation begins.
Use when validating rendered web pages, local dev servers, browser automation, screenshots, forms, auth sessions, or UI evidence with strict browser safety…
Diagnose and fix a failing CI run by pulling the actual failure logs (gh run view --log-failed), reproducing the failure locally, fixing the root cause rather…
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