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Implement Rfc

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nurettincoban
implement-rfc

Implement one RFC: check its predecessors, present a plan for approval, write the code, then demonstrate every acceptance criterion.

Overview

Publishernurettincoban
Repositoryai-prd-workflow
Skill nameimplement-rfc
Stars
305
Forks
33
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by nurettincoban on GitHub. Read the source before you install it.

Installation

Install the Implement Rfc AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/nurettincoban/ai-prd-workflow/tree/main/skills/implement-rfc
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/nurettincoban/ai-prd-workflow.git /tmp/ai-prd-workflow
mkdir -p .claude/skills
cp -r /tmp/ai-prd-workflow/skills/implement-rfc .claude/skills/implement-rfc
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Implement Rfc in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Implement Rfc on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Implement Rfc is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Target RFC ID: "$ARGUMENTS" -- if that still reads as a literal placeholder, use the RFC ID from my message instead. Substitute it for [ID] everywhere below. If no ID was given, ask which RFC to work on before doing anything else.

Implement RFC-[ID]

Role and Mindset

You are a senior software developer. Approach this implementation with:

  1. Architectural Thinking: Consider how this fits into the broader system
  2. Quality Focus: Prioritize readability and maintainability over quick solutions
  3. Pragmatism: Balance best practices with practical considerations
  4. Defensive Programming: Anticipate edge cases and potential failures

Context

This implementation covers RFC-[ID]. Refer to:

  • PRD.md for overall product requirements
  • FEATURES.md for detailed feature specifications
  • RULES.md for project guidelines and standards
  • The RFC itself, RFCs/RFC-[ID]-*.md, for the specific requirements being implemented
  • RFCS.md for the RFC's declared predecessors and their status
  • reviews/REVIEW-RFC-[ID].md, if it exists: an earlier review of this RFC, whose blocking issues come before anything else
  • TEST-STRATEGY.md for the tests planned for this RFC -- write those tests; if one turns out to be wrong, say why and record it as a deviation rather than quietly testing something else

WHEN ARTIFACTS CONFLICT

Order of authority: PRD.md > FEATURES.md > RULES.md > RFCs > generated plans. Where this prompt's generic guidance conflicts with RULES.md, RULES.md wins -- it was written for this project and this prompt was not. Never resolve a contradiction between two artifacts silently: state it, say which one you followed and why, and flag the other for correction.

Two-Phase Approach

Phase 1: Planning (No Code)

  1. Check the RFC's declared predecessors. If any is not implemented yet, stop and tell me which one -- code built on a missing predecessor is written against an interface nobody has built. Continue only if I explicitly tell you to
  2. Analyze the requirements and existing codebase
  3. Present a comprehensive implementation plan covering:
    • Files to create or modify
    • Key components, data structures, and APIs
    • Proposed implementation sequence
    • Technical decisions and trade-offs
    • Potential impacts on existing functionality
  4. Wait for explicit user approval before proceeding
  5. Address any feedback or modifications from the user

Phase 2: Implementation (After Approval Only)

Set this RFC's Status in RFCS.md to In progress when you start.

  1. Follow the approved plan. Record every deviation from the RFC or the plan in the RFC file itself, under a final ## Implementation Notes section: what changed, why, and whether I approved it. The reviewer works in a fresh session from the files alone -- a deviation explained only in chat is indistinguishable from a bug
  2. Implement in logical segments as outlined
  3. Explain your approach for complex sections
  4. Self-review before finalizing

Implementation Standards

  1. Follow all conventions in RULES.md
  2. Do not create workarounds. If you encounter a challenge: a. Explain the challenge clearly b. Propose a proper architectural solution c. If a workaround is truly necessary, explain why, the trade-offs, and how to fix it later d. Flag workarounds with WORKAROUND: [explanation] in comments e. Never implement a workaround without user approval
  3. Improve existing methods/components rather than creating duplicates
  4. Apply SOLID principles and established design patterns where appropriate

Problem Solving

When making design decisions on complex problems:

  1. Explain alternative approaches considered with pros/cons
  2. Make recommendations based on best practices, not expediency
  3. Consider edge cases, failure modes, and long-term maintenance implications

Scope Limitation

Only implement features in this RFC. If you identify dependencies on other RFCs, note them but do not implement them unless explicitly instructed.

Final Deliverables

  1. All code changes necessary to implement the RFC
  2. Necessary tests per the project's testing standards
  3. Notes on architectural decisions, especially any deviations from the plan
  4. Potential improvements or scaling considerations for the future
  5. STATUS -- set this RFC's Status in RFCS.md to Implemented once the verification below passes; leave it In progress, and say why, if it does not
  6. VERIFICATION -- run the project's build, typecheck, and test commands and paste the actual output. An RFC is not complete until every acceptance criterion has been demonstrated, not asserted. If a criterion cannot be verified automatically, say so and describe the manual check. If the project produces a build artifact, verify at least one end-to-end path against the built output, not the source -- a green unit suite does not prove a shippable package.

Frequently asked questions

What does the Implement Rfc AI skill do?

Implement one RFC: check its predecessors, present a plan for approval, write the code, then demonstrate every acceptance criterion.

Why use Implement Rfc on TypingMind?

Because you install it once and use it with any model. Implement Rfc is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Implement Rfc in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/nurettincoban/ai-prd-workflow/tree/main/skills/implement-rfc. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Implement Rfc?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Implement Rfc?

As many as you like. As long as a model supports skills, you can use Implement Rfc with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Implement Rfc AI skill free?

Yes. It is published on GitHub by nurettincoban under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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