.md Directory

The go-to directory for AI agent documents, system prompts, SOPs, and markdown configs

Discover, copy, and download .md files for AI agents, coding, and workflows.

3,528 documents

89 file types

Browse by File Type

Agent Instruction Files

AGENTS.mdAgent configuration and persona definitions182 files CLAUDE.mdClaude Code project instructions and conventions110 files GEMINI.mdGemini CLI and Gemini coding workflow instructions29 files CODEX.mdOpenAI Codex agent setup and coding instructions16 files copilot-instructions.mdGitHub Copilot behavior patterns and coding rules19 files cursor-rules.mdCursor editor rules for frameworks, standards, and styles33 files windsurf.mdWindsurf IDE agent instructions and coding rules7 files replit.mdReplit agent configuration and project setup48 files AI_RULES.mdGeneral AI behavior rules and coding conventions0 files AGENT_BRIEF.mdAgent briefing docs with role, scope, and constraints0 files AGENT_HANDOFF.mdMulti-agent handoff protocols and routing rules0 files

Skills, Tools & Workflows

SKILL.mdSkill definitions and capability specs93 files TOOLS.mdTool stacks for agents, automation, RAG, and productivity10 files TOOL_USE.mdTool usage instructions, parameters, and examples4 files MCP.mdMCP server setup docs, tool descriptions, and integrations32 files SOP.mdStandard operating procedures for AI workflows147 files WORKFLOWS.mdMulti-step workflow orchestrations31 files PLAYBOOK.mdOutcome-based guides for AI sales, content, research102 files RUNBOOK.mdOperations and incident handling procedures24 files AUTOMATION.mdAutomation recipes, triggers, and integration patterns56 files CHECKLIST.mdReusable checklists for reviews, launches, and audits43 files

Prompt & Behavior Files

System Prompt.mdFull system prompt configurations88 files PROMPTS.mdSystem prompts and prompt templates94 files INSTRUCTIONS.mdStep-by-step instructions for AI tasks and behaviors89 files PERSONA.mdAI persona definitions, voice, and personality specs39 files CONSTRAINTS.mdBehavioral constraints, limits, and boundary rules39 files OUTPUT_FORMAT.mdStructured output patterns for JSON, reports, and summaries1 file EXAMPLES.mdFew-shot examples and reference outputs10 files FEW_SHOT.mdFew-shot learning examples for prompt engineering0 files NEGATIVE_EXAMPLES.mdWhat not to do — anti-patterns and failure examples0 files TEMPLATES.mdReusable AI templates and starter files10 files

Memory, Context & Knowledge

MEMORY.mdPersistent memory and context documents50 files CONTEXT.mdBackground context and knowledge bases8 files KNOWLEDGE.mdDomain knowledge documents and reference material3 files GOALS.mdGoal-setting and objective frameworks6 files TASKS.mdTask definitions and checklists20 files GLOSSARY.mdTerm definitions and domain vocabularies41 files FAQ.mdFrequently asked questions and standard answers26 files SOURCES.mdSource lists, citations, and reference links5 files BRAND_VOICE.mdBrand voice guidelines and personality templates16 files SOUL.mdBrand voice, personality, and tone docs42 files

RAG, Data & Structured Knowledge

RAG.mdRAG architecture, retrieval rules, and chunking strategy174 files RETRIEVAL.mdSearch behavior, source ranking, citations, and fallbacks30 files CHUNKING.mdDocument chunking strategies and splitting rules53 files EMBEDDINGS.mdEmbedding model configs, dimensions, and similarity rules34 files DATASETS.mdDataset descriptions, schemas, and usage instructions4 files DATA_DICTIONARY.mdField definitions and data model documentation1 file SCHEMA.mdStructured AI output schemas and API response formats2 files TAXONOMY.mdCategorization systems and tagging hierarchies6 files METADATA.mdMetadata standards, tags, and annotation guidelines10 files

Evaluation & Quality

EVALS.mdEvaluation criteria and test suites237 files RUBRIC.mdGrading rubrics for AI output quality39 files TEST_CASES.mdTest cases for agents, chatbots, and AI pipelines3 files GOLDEN_SET.mdGold-standard reference outputs for evaluation14 files BENCHMARKS.mdPerformance benchmarks and comparison metrics41 files QUALITY_CHECKLIST.mdQuality assurance checklists for AI outputs3 files REVIEW_GUIDE.mdReview guidelines for human evaluation of AI outputs4 files FAILURE_MODES.mdKnown failure modes and edge case documentation6 files HALLUCINATION_CHECKS.mdHallucination detection rules and grounding checks3 files

Safety & Guardrails

GUARDRAILS.mdGuardrail policies for chatbots, agents, and generators66 files SAFETY.mdAI safety rules, content filtering, and usage policies7 files PRIVACY.mdPrivacy rules, data handling, and user consent policies5 files PII.mdPII detection, masking, and handling procedures50 files COMPLIANCE.mdRegulatory compliance templates and audit checklists62 files RISK_ASSESSMENT.mdAI risk assessment frameworks and mitigation plans7 files HUMAN_IN_THE_LOOP.mdHuman review workflows and escalation triggers0 files ESCALATION.mdEscalation paths and handoff rules for AI systems0 files SECURITY.mdSecurity policies, access control, and threat models7 files

Product & Engineering

README.mdProject documentation and onboarding0 files SPEC.mdTechnical specifications and requirements175 files PRD.mdProduct requirements documents for AI apps79 files ARCHITECTURE.mdArchitecture templates for agent systems and AI apps248 files INFRASTRUCTURE.mdModel stack, providers, deployment, and runtime docs3 files ANALYTICS.mdAI observability, token usage, and cost tracking38 files FINE_TUNING.mdFine-tuning configs, datasets, and training instructions13 files DEV_SETUP.mdDeveloper environment setup and onboarding guides11 files COMMANDS.mdCLI commands, shortcuts, and script references6 files DEPLOYMENT.mdDeployment checklists, CI/CD, and release procedures61 files MONITORING.mdMonitoring dashboards, alerts, and health checks92 files

Content & Creative AI

CONTENT_BRIEF.mdContent briefs for creators, agencies, and SEO teams52 files CREATIVE_BRIEF.mdCreative direction docs for campaigns and projects6 files IMAGE_PROMPT.mdReusable image generation prompt structures39 files VIDEO_SCRIPT.mdScripts for TikTok, YouTube, ads, and AI video workflows45 files AD_ANGLES.mdAd copy angles, hooks, and creative variations38 files EDITORIAL_GUIDELINES.mdStyle guides, tone rules, and editorial standards12 files CONTENT_CALENDAR.mdContent scheduling templates and editorial calendars67 files NEWSLETTER.mdNewsletter templates, structures, and email formats43 files LANDING_PAGE.mdLanding page copy templates and wireframe docs31 files SOCIAL_POSTS.mdSocial media post templates and content frameworks28 files

Recently Added

Ghost Feature Parity Ideas

This document captures features from the Ghost blogging platform that Joinery does not yet have, organized by priority. These are ideas for consideration, not committed roadmap items.

Skill: Google Stitch for Content Visuals (MCP-Integrated)

name: google-stitch-content

IMAGE_PROMPT.md

Image Prompt Gateway — Design Spec (Strawman)

**Status:** STRAWMAN — every product decision flagged `ASSUMPTION`

V3 Stress Test Results

| Total Queries | 1220 |

aiworkflowautomation

ChristianLundgren

Automated Health Content Generation System

**Problem**: Creating evidence-based health content is boring and time-consuming

IMAGE_PROMPT.md

🚀 Advanced Content Creation Features

Dodano zaawansowane narzędzia do tworzenia profesjonalnych treści:

IMAGE_PROMPT.md

Spell Book by Jacamein

I want you to generate a creative trigger for **[ANYTHING]**

CREATIVE_BRIEF.md

Taskade for Marketing Agencies

Streamline campaign management, client communications, and creative workflows with Taskade's comprehensive marketing agency toolkit.

Most Popular

Browser-only development

This document provides guidance for AI assistants working on the Image MetaHub codebase.

System Prompt.md

Character Persona

**Name:** (set during character creation; must be said like it’s a brand)

Claude Agents — Reference & Recommendations

Quick guide to available agents. Pick the one that best matches your task.

SUMMARY

permalink: ai-implementation

ARCHITECTURE.md

Design Document: BharatSeva AI

BharatSeva AI is a multi-agent orchestration system built on AWS using Amazon Bedrock Agents with Claude 3.5 Sonnet as the foundation model. The system deploys 10 AI agents (1 Master Orchestrator + 9 Specialist Agents) to assist India's informal sector workers in navigating government schemes across three domains: PM Vishwakarma (artisan credit), PMFBY (crop insurance), and BOCW (construction worker welfare).

Prachet-Dev-Singh

Tool Use Guide

The Tool Use feature allows agents to call external tools during training to enhance reasoning capabilities. ROLL uses the [GEM](https://github.com/axon-rl/gem) environment definition for environment interfaces, and Tool Use utilizes the [Tool Env Wrapper](https://axon-rl.github.io/gem/features/#wrappers) provided by GEM. Tools are extended based on the `gem.tools.base_tool.BaseTool` interface.

Golden DKG Prototype -- Master Plan

Rust prototype of the Golden non-interactive Distributed Key Generation protocol.

Swarms Examples Index

A comprehensive index of examples from the [Swarms Framework](https://github.com/The-Swarm-Corporation/swarms-examples).

The-Swarm-Corporation