Produces a structured codebase map — directory roles, entry points, dependency graph, architectural patterns, and dragon locations — for any unfamiliar repository.
Classify codebases before modification to choose appropriate development approach
Reorganize scattered modules into subpackages while maintaining backwards compatibility via shims. Trigger when: (1) too many root-level files, (2) need to group related…
Load when starting work in 10x-Mapmaster or when unsure about project standards. Covers file organization, naming conventions, type constraints, SQL style, and project-specific…
Estimate the full development cost of an existing codebase from lines of code, architectural complexity, and team-composition overhead.
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, m — from…
MUST run before superpowers:writing-plans. Use when you have a design spec and are about to write an implementation plan.
Deep codebase exploration using semantic search and relationship mapping. Use when you need to understand the current codebase.
Целевой экспресс-анализ ОДНОЙ конкретной области/модуля/фичи кодовой базы с gap-анализом текущего состояния против желаемого.
Apply code changes to a GitHub repository and automatically create a pull request. Takes user feedback or fix requirements, clones the repo, makes localized changes, commits to a…
Score your codebase 0-100 across complexity, coupling, cohesion, test coverage, documentation, churn hotspots, dependency health, and lint/type safety.
Generate comprehensive health report for Leavn codebase - metrics, technical debt, bugs found/fixed, recommendations for next session
Build and maintain scalable repository indexes for lexical, structural, symbol, and semantic retrieval with bounded context.
Inspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios.
Structured workflow for integrating external codebases into agent-studio. Ensures skills, agents, templates, and workflows are properly imported with mandatory router updates.
Index once, query as data — how to answer structural codebase questions from a code graph. Deterministic intent routing, aggregate-first output, domain-blind analysis.
Provides cached knowledge about project domains. Maps files by domain, tracks connections between components, records recent commits.
Codebase organization for pikru. Use when you need to find where specific functionality lives.
Find and document file locations in the codebase. Use when you need to locate implementation files, tests, configurations, or any code artifacts by feature or topic.
Set up, index, and manage SocratiCode codebase indexing. Use when the user wants to index a project, check infrastructure health, start/stop file watching, configure context…
Explores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area.
Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.
Four-phase skill for planning and executing large-scale codebase migrations using full-context AI analysis.
Semantic code search using osgrep for understanding codebases, finding implementations, and navigating large projects.
Use when asked to understand, tour, or onboard to a codebase. Triggers on: 'onboard', 'explain codebase', 'walk me through the code', 'new to this project', 'codebase overview',…
Guide quick orientation of an unfamiliar codebase with module mapping, entry points, and local run steps. Use when a junior developer needs to get situated fast.
Guide quick orientation of an unfamiliar codebase with module mapping, entry points, and local run steps. Use when a junior developer needs to get situated fast.
Mine patterns that recur across multiple projects and generalize into reusable artifacts. Use when "I've seen this before", DRY across repos, or building shared libraries.
Finds similar implementations, usage examples, and established patterns to model new work after. Returns concrete, minimal code snippets with file:line refs - not just locations.
Use when asked to audit a codebase, find DRY/YAGNI/complexity issues repo-wide, or perform periodic code quality review
Use when auditing codebase risks with evidence and prioritized remediation. Triggers:
새로운 코드베이스(GitHub 레포 또는 로컬 디렉토리)에 처음 진입해 entry point, 핵심 모듈, 빌드/실행, 의존성을 파악할 때 사용. `/codebase` 호출에 반응.
Search and navigate large codebases efficiently. Use when finding specific code patterns, tracing function calls, understanding code structure, or locating bugs.
코드 검색 전 코드베이스 문서를 참고하여 프로젝트 구조와 컨텍스트를 파악합니다. 코드 검색, 파일 탐색, 구현 위치 파악, 프로젝트 이해가 필요할 때 사용하세요.
Inspect an application repository connected to PlanetScale and recommend SQLCommenter-compatible query tagging packages and conventions.
Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
Structured codebase intelligence: directory tree with roles, entry points, dependency graph, test coverage map, and annotated 'here be dragons' warnings.
Use to build a visual + operational map of a repository for an AI coding agent. Scans a target repo into a structured graph JSON and renders a self-contained interactive HTML map,…
Interact with Codeberg using the `tea` CLI. Use `tea issue`, `tea pr`, `tea actions`, and `tea api` for issues, PRs, Actions, and advanced queries.
CodeBuddy Code CLI installation, configuration and usage guide. CodeBuddy Code is Tencent's AI-powered CLI programming assistant supporting natural language driven develo — from…
CodeBuddy Code CLI installation, configuration and usage guide. CodeBuddy Code is Tencent's AI-powered CLI programming assistant supporting natural language driven develo — from…
Use when you want to see token consumption by task type, model, one-shot rate, or USD cost — observability dashboard for Claude Code sessions
Stream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook.
Reviews git history to summarize changes merged while you were away from a consulting project, identifying PRs, code changes, and potential concerns to discuss with the…
This should only be done if the user asks to "clean up code". At the end of a major change on a git branch this document describes the code clean up tasks that should be performed.
Manage AWS CodeCommit repositories, branches, pull requests, and merge operations via AWS CLI.
Analyzes test coverage using the Codecov API v2 and codecov-cli uploader. Fetches per-file coverage from /api/v2/repos/{owner}/{repo}/report, computes diff coverage via…
Analyzes code coverage diffs on pull requests using the Codecov API v2 /repos/{owner}/{repo}/commits endpoint.
Integrates with the Codecov API v2 and codecov-cli to upload coverage reports, analyze coverage deltas, and enforce minimum thresholds.
Tracks and enforces code coverage using Codecov API, lcov, and Istanbul/nyc. Generates coverage reports, detects regressions, and blocks PRs below threshold.
Monitors test coverage trends using the Codecov API v2 /repos/{owner}/{repo}/commits endpoint. Compares branch coverage against base, generates diff-coverage reports, and flags…
Fix BLOCK and WARN findings from CODEREVIEW.md. Reads findings as a spec, applies minimal targeted fixes. Never evaluates its own work; that is the reviewer's job.
Disciplined code-generation workflow for agents with a sandbox (Read/Edit/Bash/run_tests/run_lint/run_typecheck). Use whenever the task is to modify source code.
基于当前项目/代码生成 Draw.io 图表，支持技术栈图、系统架构图、数据结构图、E-R 图四种类型。输出符合 Draw.io 语法的 .drawio 文件（mxGraph XML），可直接导入 Draw.io 编辑。当用户提到技术栈、系统架构、数据结构、E-R 图时使用。
Disciplined code-generation workflow for agents with a sandbox (Read/Edit/Bash/run_tests/run_lint/run_typecheck). Use whenever the task is to modify source code.
Implement new features using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic…
Soft-metric capture scripts for codegen evals. Emits structured JSON the tool_exec eval handler can capture as EvalResult.Value for jq-based reporting.
Use for codebase navigation and repo impact analysis: understand an unfamiliar repo, trace dependencies, answer where this is defined or used, find hotspots or cycles, inspect…
Run only the tests impacted by your changes, using CodeGraph's dependency graph (`codegraph affected`) to map changed source files to the test files that exercise them.
Use when starting code exploration or implementation in a repository where CodeGraph may be available.