Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Kermt Infer

  by @NVIDIA

  Run predictions with a finetuned KERMT checkpoint on a SMILES-only CSV. The skill validates that the input ckpt has task FFN heads (refuses pretrain ckpts with a redirect to kermt-finetune), validates the CSV, prepares the data…

• Deepstream Run Mv3dt

  by @NVIDIA

  Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT. Use when the user asks to set up prerequisites, run shipped MV3DT samples, run Multi-View 3D Tracking on custom synchronized MP4 datasets,…

• Dicom Metadata Extract

  by @NVIDIA

  Used for extracting selected metadata from one DICOM file and flagging standard-tag PHI presence. Not for anonymization or clinical use.

• Data Designer

  by @NVIDIA

  Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.

• Cuopt Server Api Python

  by @NVIDIA

  cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.

• Archimate

  by @markdown-viewer

  Create ArchiMate enterprise architecture diagrams using PlantUML stdlib macros. Best for TOGAF viewpoints, layered EA modeling (Business/Application/Technology), motivation analysis, and migration planning.

• Dicom Series Preflight

  by @NVIDIA

  Used for header-only preflight of one DICOM series folder before conversion or inference. Not for de-identification or clinical clearance.

• Dicom Series To Volume

  by @NVIDIA

  Used for converting one CT DICOM series folder to a HU NIfTI volume with affine evidence. Not for multi-frame DICOM or clinical use.

• Cuopt Routing Api Python

  by @NVIDIA

  Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python.

• Cudaq Guide

  by @NVIDIA

  Use for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance.

• Doca Collectx Deployment

  by @NVIDIA

  Use this skill to deploy and operate a CollectX (clx) based DOCA telemetry collector on a host or BlueField — wiring providers / counters into the collector, running the collection daemon, and shaping its exporters (Prometheus…

• Doca Caps

  by @NVIDIA

  Use this skill when the user wants to invoke the read-only doca_caps CLI to ask what DOCA sees on this host — listing DOCA devices and PCIe addresses, listing representor devices, asking which DOCA libraries are available on the…

• Doca Bf4 Deployment

  by @NVIDIA

  WARNING: guides potentially IRREVERSIBLE BlueField-4 hardware operations (PLDM firmware burns, ISO reflashes, power cycles, BMC factory resets) that can brick firmware, corrupt boot media, or cause outages — a maintenance window…

• Doca Bf3 Deployment

  by @NVIDIA

  Use this skill for BlueField-3 (BF3) day-1 platform bring-up via the classic RShim/BFB path: pushing a BlueField bundle (BFB) to the DPU over RShim with bfb-install from the host, the host-to-DPU TMFIFO management channel…

• Doca Common

  by @NVIDIA

  Use this skill whenever the user is doing hands-on DOCA programming on a BlueField DPU or ConnectX NIC and needs the foundation primitives every per-library context rests on — walking the doca_ctx lifecycle, discovering doca_dev…

• Doca Bench Extension

  by @NVIDIA

  Use this skill when the operator is authoring, building, loading, or debugging a custom doca-bench plug-in — a versioned shared library with DOCA_EXPERIMENTAL-marked C entry points that doca-bench loads to measure a workload…

• Doca Argus

  by @NVIDIA

  Use this skill when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for suspicious activity, integrity violations,…

• Doca Compress

  by @NVIDIA

  Use this skill for hands-on DOCA Compress programming on a BlueField DPU, ConnectX NIC, or host with DOCA — enabling compress-deflate, decompress-deflate, decompress-lz4-stream, or decompress-lz4-block tasks on a doca_compress…

• Doca Argp

  by @NVIDIA

  Use this skill for hands-on DOCA Arg Parser CLI work on a shipped sample or new DOCA-using app — adding / removing / renaming flags; wiring `doca_argp_init` → register params → `doca_argp_start` → `doca_argp_destroy` in order;…

• Doca Bare Metal Deployment

  by @NVIDIA

  Use this skill for launching, supervising, debugging, OR platform lifecycle on a BlueField — BFB install, RShim/TMFIFO, host PF rebind, post-BFB recovery — taking a DOCA-linked binary to a healthy run directly on hardware (host…

• Doca Comm Channel Admin

  by @NVIDIA

  Use this skill to enumerate host↔DPU DOCA comch (formerly Comm Channel) servers and connections via the shipped doca_comm_channel_admin binary — listing comch-capable devices and decoding the per-device server / connection table…

• Dali Dynamic Mode

  by @NVIDIA

  DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.

• Doca Debug

  by @NVIDIA

  Use this skill when the user is debugging any DOCA symptom — a build that won't compile, a link step that can't resolve a doca_* symbol, a runtime call returning DOCA_ERROR_*, a silent service or tool, or a stack trace /…

• Cupynumeric Hdf5

  by @NVIDIA

  Read and write large cuPyNumeric arrays to HDF5 with Legate's parallel, distributed HDF5 I/O (legate.io.hdf5: to_file, from_file, from_file_batched). Use when a developer needs to save a cuPyNumeric array to an .h5/.hdf5 file,…

• Cuopt Install

  by @NVIDIA

  Install cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.

• Aiq Research

  by @NVIDIA

  Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.

• Cupynumeric Parallel Data Load

  by @NVIDIA

  Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task launch with CPU/OMP/GPU variants. Use when no…

• Kermt Setup

  by @NVIDIA

  Bootstrap the KERMT agent environment — verify host docker + nvidia-container-toolkit, build the kermt:latest image from the repo's Dockerfile if it doesn't yet exist, and run a GPU smoke test inside the container. Every other…

• Amc Run Video Calibration

  by @NVIDIA

  Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.

• Cudaq Importing

  by @NVIDIA

  Use when porting circuits from another framework (e.g. Qiskit) into CUDA-Q kernels while preserving the source algorithm and validation fidelity.

• Cupynumeric Install

  by @NVIDIA

  Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.

• Amc Setup Calibration Stack

  by @NVIDIA

  Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'.…

• Kermt Monitor

  by @NVIDIA

  Check progress for a detached KERMT run (pretrain, finetune, or any kermt_run_detached invocation). Reads run.json, queries docker for container state, tails the pretrain/finetune log, and parses progress lines (epoch, step, val…

• Cuopt Numerical Optimization Formulation

  by @NVIDIA

  LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API.

• Ctf Pwn

  by @ljagiello

  Provides binary exploitation techniques for CTF challenges. Use when you already have a vulnerable native target or service and need to turn memory corruption or low-level primitives into code execution or privilege escalation,…

• Ctf Web

  by @ljagiello

  Provides web exploitation techniques for CTF challenges. Use when the target is primarily an HTTP application, API, browser client, template engine, identity flow, or smart-contract frontend/backend surface, including XSS, SQLi,…

• Ctf Reverse

  by @ljagiello

  Provides reverse engineering techniques for CTF challenges. Use when the main job is to understand how a compiled, obfuscated, packed, or virtualized target works before exploiting or solving it, including binaries, APKs, WASM,…

• Ctf Crypto

  by @ljagiello

  Provides cryptography attack techniques for CTF challenges. Use when attacking encryption, hashing, signatures, ZKP, PRNG, or mathematical crypto problems involving RSA, AES, ECC, lattices, LWE, CVP, number theory, Coppersmith,…

• Ctf Misc

  by @ljagiello

  Provides miscellaneous CTF challenge techniques for problems that do not cleanly fit the main categories. Use for encoding puzzles, pyjails, bash jails, RF/SDR, DNS oddities, unicode tricks, esoteric languages, QR or audio…

• Ctf Malware

  by @ljagiello

  Provides malware analysis and network traffic techniques for CTF challenges. Use when analyzing obfuscated scripts, malicious packages, custom crypto protocols, C2 traffic, PE/.NET binaries, RC4/AES encrypted communications,…

• Solve Challenge

  by @ljagiello

  Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a suspicious…

• Ultracite

  by @haydenbleasel

  Ultracite is a zero-config linting and formatting preset for JavaScript/TypeScript projects. Use when: (1) Setting up or initializing Ultracite in a project (ultracite init), (2) Running linting or formatting commands (check,…

• Yichen Unified Search

  by @mcncarl

  统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。

• Yichen Wechat Local Vault

  by @mcncarl

  微信本地数字资产库：Mac 4.x 全量/增量解析，以及实验性的 Windows 已解密离线快照查询。Windows 快照必须走 snapshot 子命令，不触发 Mac 增量刷新。Mac…

• Yichen Web Research

  by @mcncarl

  逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到 yichen-unified-search、yichen-content-archive、yichen-bookmarks-export 与…

• X Article Draft Uploader

  by @mcncarl

  将 Obsidian 或本地 Markdown 文章上传到 X/Twitter Articles 草稿；支持 Markdown pipe 表格转成 X 原生表格块；如果文章最上方有图片，则按当前 X 界面提示的 5:2 封面图上传；如果没有封面图，则跳过封面区域，直接上传标题、正文、表格和正文图片，完成后提醒用户补一张 5:2 封面。X Article 当前实测正文最多 25 个媒体项，封面单独上传且不占正文名额；表格尺寸选择器当前最大 10 x…

• Yichen Wechat Windows Reader

  by @mcncarl

  实验性 Windows 微信明文数据库快照本机只读查询与导出工具。用于验证用户已授权、已解密并脱离运行中客户端的静止快照，列出会话，按快照级匿名会话 ID 查询/搜索聊天和导出 Markdown。明确不读取 Weixin.exe 进程、不提取或保存密钥、不解密数据库、不发现源路径、不控制微信界面、不联网。触发词：Windows 微信明文快照、微信只读分析、查询微信快照、导出微信聊天、yichen-wechat-windows-reader。

• Yichen Bookmarks Export

  by @mcncarl

  在用户当轮明确授权后，只读导出其小红书收藏、抖音收藏或 X/Twitter 书签为本地链接文件；本 Skill 直接完成收藏页滚动、链接提取、去重、数量核验、Field Theory GraphQL-only 导出和抽样验证。用于“导出/备份/同步我的收藏或书签链接”等私人数据导出任务；不得用于公开搜索、收藏内容分析、媒体下载、正文归档、推荐发现或未获当轮授权的私人读取。

• Yichen Agent Memory

  by @mcncarl

  安装、升级、检索或维护 Agent Memory Vault 共享记忆系统；用于明确的记忆系统任务。普通业务的历史回忆按 Vault 入口读取，不启动安装或维护流程。

• Yichen Wecom Operations

  by @mcncarl

  企业微信官方 wecom-cli 操作入口。用于把本地 Markdown 创建为普通或智能文档、在用户另行配置图片上传 helper 后生成含本地图片的智能文档、读取或覆写企微文档、创建与管理待办，并在企业权限开放时预约、查询、更新或取消会议和日程。用户提到“企微文档”“智能文档”“上传 Markdown”“预定会议”“企微会议”“企微日程”“企微待办”时使用；不用于消息发送或企业微信客户端操作。

• Yichen Mac Wechat Dual Open

  by @mcncarl

  Create, inspect, repair, and polish a second WeChat app on macOS by copying WeChat, changing the bundle identifier, ad-hoc re-signing, preparing it for the user to open manually, setting Chinese language preferences, and…

• Yichen Volc Asr

  by @mcncarl

  火山引擎音视频转写 + 口播自动粗剪 skill。用于语音转文字、视频转文字、音频识别、生成时间戳/SRT 字幕，也用于帮我剪口播、自动粗剪、删重复、删停顿、删口误、生成粗剪 MP4。 触发场景：用户说"帮我转写这个视频"、"音视频转文字"、"识别这个音频"、"帮我剪口播"、"自动剪辑"时使用。

• Claude Md Review

  by @wesammustafa

  Audit a CLAUDE.md file for the patterns that actually degrade Claude Code's output — vagueness, unnamed files, stale facts, and bloat. Use when asked to review, audit, improve, shrink, or fix a CLAUDE.md, and when a project's…

• Onboard

  by @wesammustafa

  Explains this repository's shared Claude Code setup to a new teammate, covering what is committed and shared, what stays personal, and what the team-kit plugin adds. Use when someone asks how the team's Claude Code setup works…

• Five Whys

  by @wesammustafa

  Finds the root cause of a bug, failure or recurring problem by asking "why" until the answer is a cause you can fix. Use when the user asks why something keeps happening, or wants the root cause rather than a quick fix.

• Golang Continuous Integration

  by @samber

  GitHub Actions CI/CD pipeline configuration for Golang projects — workflow files for test, lint, SAST, coverage and vulnerability-scan jobs, Dependabot and Renovate config files, GoReleaser release pipelines, Docker build/push,…

• Golang Cli

  by @samber

  Golang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure, flag handling, configuration layering, version embedding, exit codes, I/O patterns, signal…

• Golang Troubleshooting

  by @samber

  Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, races, or unexpected behavior in Go code. Covers debugging methodology, common Go pitfalls, test-driven…

• Golang Benchmark

  by @samber

  Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat,…

• Golang Observability

  by @samber

  Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with pprof/Pyroscope, server-side RUM event…

• Golang Performance

  by @samber

  Golang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU efficiency, memory layout, GC tuning, pooling, caching, and hot-path optimization. Use when profiling or…

• Golang Testing

  by @samber

  Production-ready Golang tests — table-driven tests, testify suites and mocks, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, code coverage, integration tests, idiomatic test naming.…

• Golang Documentation

  by @samber

  Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, and llms.txt. Use when writing or reviewing doc comments, documentation,…

• Golang Design Patterns

  by @samber

  Idiomatic Golang design patterns — functional options, constructor APIs, `init()` and global-state avoidance, enums, panic vs error decisions, resource management and lifecycle, graceful shutdown, timeouts and retries, streaming…

• Golang Samber Mo

  by @samber

  Monadic types for Golang using samber/mo — Option, Result, Either, Future, IO, Task, and State types for type-safe nullable values, error handling, and functional composition with pipeline sub-packages. Apply when using or…

• Golang Naming

  by @samber

  Go (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors, booleans, receivers, getters/setters, functional options, acronyms, test functions, and subtest names. Use this skill…

• Golang Spf13 Cobra

  by @samber

  Golang CLI command tree library using spf13/cobra — cobra.Command, RunE vs Run, PersistentPreRunE hook chain, Args validators (NoArgs, ExactArgs, MatchAll, custom), persistent vs local flags, command groups, ValidArgsFunction,…

• Golang Spf13 Viper

  by @samber

  Golang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), BindPFlag/BindPFlags, SetEnvPrefix + SetEnvKeyReplacer + AutomaticEnv, ReadInConfig + ConfigFileNotFoundError, Unmarshal +…

• Golang Data Structures

  by @samber

  Golang data structures — slices (internals, capacity growth, preallocation, slices package), maps (internals, hash buckets, maps package), arrays, container/list/heap/ring, strings.Builder vs bytes.Buffer, generic collections,…

• Golang Project Layout

  by @samber

  Golang project layout and workspace setup — cmd/internal/pkg directory conventions, module and package naming, go.work workspaces, and essential configuration files. Use when starting a new Go project, organizing an existing…

• Golang Gopls

  by @samber

  Golang semantic code intelligence via `gopls`, the official Go language server — go-to-definition, find references, call/implementation hierarchy, workspace symbol search, package API discovery, diagnostics, safe rename,…

• Golang Refactoring

  by @samber

  Golang refactoring — safe, at-scale restructuring of existing Go code: a coverage-adaptive safety net, behavior-preserving transforms (gopls Rename/Extract, `gofmt -r`, `gopatch`), the Fowler catalog mapped to Go, breaking…

• Golang Dependency Injection

  by @samber

  Comprehensive guide for dependency injection (DI) in Golang. Covers why DI matters (testability, loose coupling, separation of concerns, lifecycle management), manual constructor injection, and DI library comparison…

• Golang Samber Ro

  by @samber

  Reactive streams and event-driven programming in Golang using samber/ro — ReactiveX implementation with 150+ type-safe operators, cold/hot observables, 5 subject types (Publish, Behavior, Replay, Async, Unicast), declarative…

• Golang Database

  by @samber

  Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration…

• Golang Samber Slog

  by @samber

  Structured logging extensions for Golang using samber/slog-**** packages — multi-handler pipelines (slog-multi), log sampling (slog-sampling), attribute formatting (slog-formatter), HTTP middleware (slog-fiber, slog-gin,…

• Golang How To

  by @samber

  Golang skills orchestrator — always active on any Golang coding, review, debug, or setup task. Reads the task context and loads the most relevant skills from samber/cc-skills-golang, often multiple at once: writing a gRPC…

• Golang Concurrency

  by @samber

  Golang concurrency design — goroutine lifecycle and leak prevention, channels and `select`, channel ownership and direction, `sync.Mutex`/`RWMutex`/`sync.Map`/`sync.Once`/atomics, `errgroup`, `singleflight`, worker pools, and…

• Golang Popular Libraries

  by @samber

  Golang library and framework selection — vetted production-ready options by category (web, database, testing, logging, messaging), new and experimental stdlib packages, standard-library-first tradeoffs, and maturity signals…

• Golang Samber Lo

  by @samber

  Functional programming helpers for Golang using samber/lo — 500+ type-safe generic functions for slices, maps, channels, strings, math, tuples, and concurrency (Map, Filter, Reduce, GroupBy, Chunk, Flatten, Find, Uniq, etc.).…

• Golang Error Handling

  by @samber

  Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog, HTTP request logging…

• Golang Google Wire

  by @samber

  Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete), wire.Struct, wire.Value, wire.InterfaceValue, wire.FieldsOf, cleanup functions, //go:build wireinject…

• Golang Samber Hot

  by @samber

  In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing key caching, and Prometheus…

• Golang Uber Dig

  by @samber

  Implements dependency injection in Golang using uber-go/dig — reflection-based container, Provide/Invoke, dig.In/dig.Out parameter and result objects, named values, value groups, optional dependencies, scopes, and Decorate.…

• Golang Context

  by @samber

  Idiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and deadlines, request-scoped values, context.WithoutCancel for background work outliving requests. Apply when designing…

• Golang Uber Fx

  by @samber

  Golang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate (name/group/As), fx.Decorate, fx.Supply, fx.Replace, fx.WithLogger, and signal-aware Run(). Apply when…

• Golang Graphql

  by @samber

  Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply…

• Golang Safety

  by @samber

  Defensive Golang coding against accidental bugs — nil panics, typed-nil interfaces, `append` backing-array aliasing, silent int64-to-int32 truncation, float `==` comparison, `defer` inside loops, defensive copies of slices and…

• Golang Lint

  by @samber

  Linting best practices and golangci-lint configuration for Golang projects — running linters, configuring .golangci.yml, suppressing warnings with nolint directives, interpreting lint output, and selecting linters. Use when…

• Golang Modernize

  by @samber

  Modernize Golang code to use recent language features, standard library improvements, and idiomatic patterns. Use when reviewing Go code with old-style patterns, when encountering a deprecation warning, or when the user asks for…

• Golang Samber Do

  by @samber

  Dependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health checks, graceful shutdown, and module organization. Apply when using or adopting samber/do, when the codebase imports…

• Golang Grpc

  by @samber

  Provides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices. Use when implementing, reviewing, or debugging gRPC servers/clients, writing proto files, setting up interceptors,…

• Golang Swagger

  by @samber

  Golang OpenAPI/Swagger documentation with swaggo/swag — annotation comments (@Summary, @Param, @Success, @Router, @Security), swag init code generation, framework integrations (gin, echo, fiber, chi, net/http), security…

• Golang Code Style

  by @samber

  Golang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments help vs hurt. Use when writing or reviewing Go code, asking about style or clarity, or establishing project…

• Golang Stretchr Testify

  by @samber

  Comprehensive guide to stretchr/testify for Golang testing. Covers assert, require, mock, and suite packages in depth. Use when writing tests with testify, creating mocks, setting up test suites, or choosing between assert and…

• Libtv Video

  by @nexu-io

  Seedance 2.0 video & image generation via LibTV Gateway - AI text-to-video, image-to-video, video continuation, style transfer, and text-to-image using Seedance 2.0 model. Also supports Kling 3.0, Wan 2.6, Midjourney, Seedream…

• Golang Samber Oops

  by @samber

  Structured error handling in Golang with samber/oops — error builders, stack traces, error codes, error context, error wrapping, error attributes, user-facing vs developer messages, panic recovery, and logger integration. Apply…

• Golang Pkg Go Dev

  by @samber

  Golang package and module lookup via `godig`, a pkg.go.dev API client (CLI + MCP server). Use for any Go/Golang library's documentation, API signatures, symbols, usage examples, which versions exist, licenses, whether a…

• Sync Specs

  by @nexu-io

  Use when code changes may have made documentation outdated, when reviewing docs for consistency, or when the user asks to sync or audit documentation.

• Coding Agent

  by @nexu-io

  Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding…