Use when incoming human, audit, PR, worker, or external feedback is multi-item, unclear, disputed, scope-changing, or technically questionable and needs verification, pushback,…
Rust language expertise for idiomatic, production-quality code. Use for ownership and lifetimes, error handling with anyhow/thiserror, async/await with tokio, cargo workspace…
Data serialization and deserialization patterns across formats. Use when implementing data exchange, API payloads, storage formats, encoding/decoding, schema evolution, or…
Package already-truthful Loom work. Use when drafting PR descriptions, changelogs, release notes, merge/handoff summaries, launch or rollback notes, evidence/risk summaries, or…
Run behavior-preserving simplification. Use when code works but is harder to read, maintain, review, or extend than needed; when AI artifacts, speculative helpers, dead code,…
Maintain Loom-compatible skills. Use when adding, tightening, reviewing, or auditing skill boundaries, activation descriptions, common triggers, templates, references, routing, or…
Use when correctness depends on current source authority: framework/library/platform versions, official docs, standards, changelogs, migration guides, peer repos, project source…
Ground implementation choices in current source and official references. Use when framework/library/API versions matter, docs may be stale, external behavior is uncertain, or code…
Define intended behavior and acceptance contracts. Use when building features, changing UX/API/domain behavior, requirements are fuzzy, a request needs grilling into a contract,…
Run bounded spike or sketch investigations. Use when prototyping a data model, state machine, API shape, integration, performance idea, or several UI/product variants before…
Drive behavior changes with failing checks first. Use when implementing logic, fixing bugs, changing behavior, adding edge cases, writing tests, or needing red/green proof before…
Manage Loom team worker lifecycle from spawn to retire, including ticket assignment, progress tracking, merge operations, and workspace cleanup.
Act as Team Manager for Loom team, handling ticket workflow when team commands may be unavailable
Webhook implementation and consumption patterns. Use when building webhook endpoints, receivers, or senders — covering HMAC signature verification, retry with exponential backoff,…
Orient and route Loom work. Use when starting or resuming a session, the request is fuzzy, repository scope or owner chain is unclear, or you need to decide which skill handles a…
Loomio integration. Manage Organizations. Use when the user wants to interact with Loomio data.
Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Use when the user wants to identify and model growth loops in their business — detect viral, content, data, paid, and ecosystem loops, model effectiveness, and propose new loops.
Evaluate-Loop Step 3: EXECUTE. Use this agent to implement tasks from a verified plan. Works through plan.md tasks sequentially, writes code, updates plan.md after every task, and…
Evaluate-Loop Step 5: FIX. Use this agent when an evaluation (plan or execution) returns FAIL. Takes the evaluator's fix list, creates specific fix tasks in plan.md, executes the…
Monitor PR checks and fix failures until green. Uses gh pr checks as the source of truth for PR-attached checks.
Main loop orchestration — task queue, subagent lifecycle, state machine, error recovery. 主循環協調：任務隊列、子代理生命週期、狀態機、錯誤恢復.
Evaluate-Loop Step 2: EVALUATE PLAN. Use this agent to verify an execution plan before any code is written.
Evaluate-Loop Step 1: PLAN. Use this agent when starting a new track or feature to create a detailed execution plan.
Resume cron jobs that were previously paused with /loop-pause. Reads ~/.claude/.paused-loops.json. Optionally takes a new interval argument (e.g.
Loop Returns integration. Manage Returns, Merchants, Customers, Integrations. Use when the user wants to interact with Loop Returns data.
\"Show current Ralph Wiggum loop status and task progress. 顯示當前Ralph Wiggum循環狀態及任務進度。 Use when: check loop status, view task queue, loop progress, is loop running, current task\
loop 产出变更的独立校验子代理。默认 REJECT，除非证据充分。跑测试、确认 diff 范围。在 minimal-fix 或任何实现子代理之后使用——绝不与实现者同一角色。
Run Ruflo background workers using Claude Code native /loop scheduling
Use when installing, bootstrapping, configuring, starting, verifying, operating, or troubleshooting Looper, looperd, the looper CLI, ~/.looper config, or runtime paths; when…
Loopify integration. Manage Organizations, Users. Use when the user wants to interact with Loopify data.
Use when a loop is stuck, repeating failures, flaking, patching the wrong target, hitting an authority conflict, or burning turns without convergence.
Use when creating, maintaining, auditing, or summarizing loop trace receipts that record checks, failures, patches, rationale, evidence, and stop reasons.
LoopMessage integration. Manage Users, Organizations. Use when the user wants to interact with LoopMessage data.
Interview the user about what a loop harness should accomplish, then generate KEY_OBJECTIVE, verify_objective(), prompt functions, and the verify() gate directly into loop.sh.
Top-level workflow loops that chain multiple personas autonomously. Use *fix, *review, *impl, *qa, or *plan sprint instead of manually invoking each persona in sequence.
Loops.so integration. Manage Persons, Organizations, Deals, Activities, Notes, Files and more. Use when the user wants to interact with Loops.so data.
Generate images and videos from React + Tailwind CSS templates using the loopwind CLI.
Use when helping users configure LoRA training — select presets, understand parameters, and pick the right settings for their model type.
Cross-agent knowledge curator and institutional memory guardian. Extracts patterns from agent journals into METAPATTERNS.md, detects knowledge decay, propagates best practices,…
Record implicit project knowledge into docs/lore/. Use when you learn something code, types, tests, or git history can't reveal — a pitfall you hit, a behavior confirmed…
Read existing project lore before acting. Use before planning a feature or fixing a bug in a repo that has a docs/lore/ folder — it surfaces the relevant business rules, pitfalls,…
Start or continue implementing a feature. Works with existing specs (from PM feature requests) or creates new ones.
Fähigkeit, das gesamte Wiki-Wissen zu aggregieren, Inkonsistenzen zu finden und präzise Auskunft zu geben.
First-time setup wizard for LoreConvo. Verifies the MCP server is connected, the database is accessible, hooks are configured, and runs a test save/load cycle.
Lost and found operations expertise from Maria covering intake procedures, claiming process, fraud prevention, and pattern recognition for efficient item recovery
Lottie and dotLottie adapter patterns for HyperFrames. Use when embedding lottie-web JSON animations, .lottie files, @lottiefiles/dotlottie-web players, registering instances on…
Analyzes and optimizes Lottie JSON animation files using lottie-web parser internals, reduces file size via keyframe deduplication and path simplification, and validates against…
Lottie animation skill for integrating After Effects animations into iOS, Android, and cross-platform mobile apps with playback control, performance optimization, and interactive…
Post-apply cleanup for Lovable-duplicated migrations: diff originals, db reset, delete, open PR. TRIGGER when: the user signals Lovable's migration apply step completed,…
AI dating assistant. Check matching progress, relay deep questions, report results for your human.
Review and annotate documents/contracts — output annotated docx with comments or tracked changes. Core: contract review (risk clauses, rights imbalance, vague wording, missing…
Low-altitude unmanned device emergency crisis response system. Provides real-time situation awareness, crisis classification, optimal minimum-loss avoidance decision-making (human…
Use when deliberately building a minimal, resilient, or long-lived website — for poor or intermittent connectivity, old or low-power devices, off-grid / solar power, hard…
Search for flights suitable for loyalty program miles redemption. Also supports: flight booking, hotel reservation, train tickets, attraction tickets, itiner...
Reward repeat customers with points they earn on every purchase, redeem for discounts, and accumulate to unlock higher-tier benefits
LoyaltyLion integration. Manage Members. Use when the user wants to interact with LoyaltyLion data.
LoyJoy integration. Manage Organizations. Use when the user wants to interact with LoyJoy data.
Automate Loyverse tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
MOSH (taiyaki) のランディングページ (LP) を taiyaki MCP 経由で作成・編集・公開するスキル。要件ヒアリング → テンプレート選択 → コンテンツJSON構築 → 下書き保存 → レビュー →…