gsd-fast

Execute a trivial task inline — no subagents, no planning overhead

Jump to install Review files

Repository: davepoon/buildwithclaude
Last source activity: May 9, 2026 at 09:12
Detected SKILL.md language: English
Stars: 3,565
Forks: 539

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Install with an AI assistant

Copy this prompt into the AI assistant you're using.

Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/davepoon/buildwithclaude/tree/main/plugins/gsd/skills/fast.

A direct command skips the review prompt. Inspect the source before running it.

npx skills add https://github.com/davepoon/buildwithclaude --skill gsd-fast

The command stays on one line. Scroll horizontally to inspect it before copying.

Prefer a local copy? Download the files currently available to SkillsMP.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

SKILL.md

Source instructions · Read-only preview

name: gsd:fast
description: Execute a trivial task inline — no subagents, no planning overhead
argument-hint: [task description]
allowed-tools: ["Read","Write","Edit","Bash","Grep","Glob"]

<objective> Execute a trivial task directly in the current context without spawning subagents or generating PLAN.md files. For tasks too small to justify planning overhead: typo fixes, config changes, small refactors, forgotten commits, simple additions. This is NOT a replacement for /gsd:quick — use /gsd:quick for anything that needs research, multi-step planning, or verification. /gsd:fast is for tasks you could describe in one sentence and execute in under 2 minutes. </objective> <execution_context> @${CLAUDE_PLUGIN_ROOT}/workflows/fast.md </execution_context> <process> Execute the fast workflow from @${CLAUDE_PLUGIN_ROOT}/workflows/fast.md end-to-end. </process>

View on GitHub

Back to search Back to installation

production-fast-api-template

Structure and execution rules for a unified, production-ready backend combining domain-oriented FastAPI, Retrieval-Augmented Generation (RAG) and Agentic AI in one codebase on AWS ECS Fargate. Use when scaffolding a new backend; adding a module, API domain, RAG component, agent, tool, workflow, LLM/provider integration or test; deciding where a file belongs; writing async/sync routes, services or clients; offloading blocking or CPU-heavy work (thread pools, process pools, AWS Lambda); designing background jobs, queues (SQS, Celery), workers and scaling; or writing Pydantic schemas, settings (pydantic-settings), serialization, structured LLM outputs, citation validation, agent plans or tool-call arguments; or writing FastAPI dependencies (request validation, auth, access scopes, chaining), REST paths, response models, OpenAPI docs, error responses, database naming and SQL queries, migrations, API tests (async client, dependency overrides) or lint/format setup (ruff); or adding content-safety guardrails (input/

2026-09-28

jev-social

Run browser-grounded social research without remote account mutations through Jev Social when a user wants posts, profiles, comments, video evidence, or a source-linked report from Instagram, TikTok, or LinkedIn and the local socai CLI reports support for that platform. Do not use for publishing, engagement actions, or general web research.

2026-09-28

youtube-transcript

Use when the user wants a YouTube video's transcript fetched, wants to summarize/analyze/quote a YouTube video by its spoken content, wants to search YouTube (globally or a channel handle's videos), wants a channel handle resolved to its channel ID, or wants the videos in a YouTube playlist. Calls the getyoutubetranscript.com public API - requires an API key (free tier available, no card required).

2026-09-28

View all from this repository

gsd-fast

Source facts

Install options

Install with an AI assistant

Review the source files

More from this repository

Install with an AI assistant

More from this repository