Iteratively debug Excel structure with exploratory scripts before writing extraction logic
Validates Customer Feedback Analyzer Excel exports with 7 view sheets, 36 columns, and professional formatting.
Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails
Use when writing, reviewing, or debugging Apex exception handling, DmlException behavior, custom exception hierarchies, or user-safe error messages.
Guide for creating exceptions using fastapi-problem that are automatically converted to RFC 9457 Problem Details responses.
Comprehensive post-build verification of Shannon Framework's application outputs using three-layer methodology: Flow Verification (execution trace analysis), Artifact Ver — from…
Compile TensorRT-LLM on a compute node inside a Docker container. Use this when already on a compute node with GPUs visible.
Terraform コマンドを実行する。「terraform plan」「terraform apply」「tf init」「tf plan」「tf apply」「terraform して」「tf 実行」「インフラ適用」「プラン確認」「validate」「検証」などで起動。 — from engineering/devops
What - AI エージェントがタスク実行依頼（バグ修正・パフォーマンス改善・リファクタリング・新機能開発等）を 受けた際に、7 ステップの標準ワークフローに沿ってタスクを遂行する。 各ステップの詳細手順は `docs/agent-tasks/agent-workflow/` 配下の step 別ドキュメントに Progressive…
Use generator and validator loops for infra, CI, and platform work so agents ship operational changes with more checks and less improvisation.
Use when running a previously designed distributed-systems test plan against a real or simulated cluster — driving fault injection, workload, chaos scenarios, linearizability /…
Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation.
Use after the approval gate to dispatch each item in an ApprovedPlan to the pr-test-executor subagent and assemble TestResults. Third stage of the PRoctor pipeline.
Distributed HEC-RAS execution across remote workers (PsExec, Docker, SSH, cloud). Handles worker initialization, queue scheduling, and result aggregation.
Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon…
Analyze control flow, concurrency models, and event architectures in agent frameworks. Use when (1) understanding async vs sync execution patterns, (2) classifying execution…
Edit the PostgreSQL executor or planner — covers src/backend/executor/ (nodeXxx.c, ExecInitNode/ExecProcNode/ExecEndNode/ExecReScan dispatch, PlanState lifecycle, EXPLAIN wiring)…
Executor package architecture for ChainGraph flow execution engine. Use when working on packages/chaingraph-executor, execution services, DBOS workflows, event bus, task queues,…
Run a task through your Executor Cloud tool catalog - one MCP endpoint proxying every integration you connected (MCP servers, OpenAPI specs, GraphQL APIs), with per-tool…
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving.
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving.
Check whether a change preserves the runtime-ownership truth (Spring = application framework, Exeris = runtime owner).
Prove a decision space, state space, requirement set, or behavior surface is fully covered by enumerating every cell and classifying each as covered, gap, or deferred with an…
Analisa comentários abertos de entrevistas de desligamento e pesquisas de engajamento (open-ends) extraindo temas, sentimento e sinais.
Analyzes the variety and depth of assertions across .NET test suites. Use when the user asks to evaluate assertion quality, find shallow testing, identify tests with only — from…
Reference data for .NET test framework detection patterns, assertion APIs, skip annotations, setup/teardown methods, and common test smell indicators across MSTest, xUnit — from…
Performs pseudo-mutation analysis on .NET production code to find gaps in existing test suites. Use when the user asks to find weak tests, discover untested edge cases, c — from…
Detects duplicate boilerplate, copy-paste tests, and structural maintainability issues across .NET test suites.
Deep formal test smell audit based on academic research taxonomy (testsmells.org). Detects 19 categorized smell types — conditional logic, mystery guests, sensitive equal — from…
Analyzes test suites and tags each test with a standardized set of traits (e.g., positive, negative, critical-path, boundary, smoke, regression).
Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a…
Production-ready LINE bot with AI-powered expense tracking using TypeScript, Prisma, and Google Gemini.
Use when diagnosing slow Experience Cloud site load times, planning CDN and caching strategy, optimizing page weight, or advising on component loading patterns for Aura and…
Expert du module PkgApprentissage — architecture de données, calculs de notes/progression en cascade, et affichage Blade.
Language-agnostic workflow for code reviews and security audits using a Two-Axis (Standards vs Spec) approach against Clean Code/SOLID principles, generating formal refactoring…
Guides taking or defending U.S. expert witness depositions with Daubert/Frye methodology testing, Rule 26(a)(2) compliance, and Rule 702/703 foundations.
Interface admin sur desk.oraclelumira.com — routing par sous-domaine, architecture, rôles, et gestion des commandes expert.
Expertise de l'architecture modulaire de la couche Service, des Traits et des règles de modification (gapp).
Expert for Specl, a modern specification language and model checker for concurrent and distributed systems.
Comprehensive guidance for understanding, designing, and implementing expert systems using rule-based inference, knowledge representation, and the complete development lifecycle.
Optimiza queries, índices, EXPLAIN, transacciones y respaldos en PostgreSQL. Actívala cuando el usuario tenga consultas lentas, dudas de indexado o necesite afinar/operar una base…
Translates complex deep learning architectures (VQ-VAE, Transformers, Neural ODEs) into standard biological manuscript text, focusing on the biological rationale for the…
Drop into any repo and generate a structured architecture overview. Maps the codebase, identifies entry points, frameworks, and dependencies — then produces a "start here" guide…
Analyze codebases and provide technical overviews covering core components, interactions, deployment architecture, and runtime behavior.
Create exploration content for SHINOBI WAY game with node-based path navigation. Use when user wants to add new regions, locations, room layouts, intel missions, path networks, or…
Interactive debugging through conversation. HOUSTON guides through 4 phases, asks questions, and suggests agents for investigation. — from engineering/engineering-misc
Interactive debugging through conversation. HOUSTON guides through 4 phases, asks questions, and suggests agents for investigation. — from majiayu000/claude-skill-registry
Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analyzing architecture.
Execute multi-level exploratory testing of the app covering basic functionality, complex operations, adversarial testing, and cross-cutting scenarios. Deeper than /smoke-test.
Write session-based exploratory testing charters to find what scripted tests miss. Use when asked to plan exploratory testing, write a test charter, design a testing session, or…
Run structured unscripted testing with charters, tours, and timeboxed sessions to find bugs scripted tests never imagined.
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation.
Explore Apple and Swift documentation across Xcode MCP docs, Dash, and official web docs, including search, browse, source selection, local-docs fallback, and optional Dash…
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture) — from majiayu000/claude-skill-registry
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture) — from majiayu000/claude-skill-registry
Deep contextual grep for codebases. Expert at finding patterns, architectures, implementations, and answering "Where is X?", "Which file has Y?", and "Find code that does — from…
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture) — from majiayu000/claude-skill-registry
Provides project architecture overview including directory structure, module responsibilities, and tech stack.
Comprehensive Expo expert with access to complete official documentation covering React Native development, EAS Build, EAS Submit, EAS Update, Expo Router, Expo Modules API,…