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by KeenEthics
Vibe Coding Library icon

Vibe Coding Library

By Arty S.

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Overview

Vibe Coding Library searches 241 public engineering workflows and loads the selected recipe with its domain skill, working contract and required references. Search and catalog metadata support English, Spanish, Russian and Simplified Chinese; technical instructions are in English. Workflows cover repository mapping, planning, code review, API contracts, data, infrastructure, AI and release checks. One bundled skill guides workflow selection. The read-only MCP tools require no account or API key. Your agent applies retrieved guidance using its project tools and permissions.

Tools

get_workflow

ChatGPT
Get the actionable engineering instructions after choosing a result from search_workflows, or load a next-step ID from a previously returned execution outline. Use the returned file text as the method for your coding task with your own repository tools. With response_format:workflow, returns the current prompt, required foundations, source hashes and an execution outline with ordered/conditional next IDs, evidence handoffs and repair/recheck exits. Only the current prompt body is loaded; fetch later IDs when their transitions are reached. For an already-authorized audit-and-fix task, intent:improve composes audit → repair → relevant check → repeated Patch Checking; requested preserves a read-only audit/check/plan scope. A known implementation starts at its implementation ID. The library works with any coding agent: default host is generic, Codex/Claude additions are optional. Retrieval is instructions only, never an executed check or a clean verdict.

search_workflows

ChatGPT
Find a method for a coding task: bug diagnosis, implementation, review, planning or verification. Before inventing a search term, call view:catalog with an empty query to list actual domain keys; call it again with the chosen skill to get topic keys, English keywords, supported modes and workflow IDs. Select by the meaning of the user’s request, then use topic:<returned key> and mode to retrieve exact members. Reuse known keys for the same version. The calling model maps the user’s language to those fixed keys; no separate embedding API is required. Free-text queries in English, Spanish, Russian and Simplified Chinese and exact IDs also work. Use response_format:workflow for purposes and match reasons. Zero text matches mean use the catalog, not abandon the task. Load a returned ID with get_workflow. Catalogs contain metadata only; the tools do not inspect user files or perform project actions.

Capabilities

Read

Example Prompts

Click any prompt to copy it.

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