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Add AI Prompt Architect - Prompt Analysis Tool#1201

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lukefryer1234:add-ai-prompt-architect
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Add AI Prompt Architect - Prompt Analysis Tool#1201
lukefryer1234 wants to merge 1 commit into
f:mainfrom
lukefryer1234:add-ai-prompt-architect

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@lukefryer1234

@lukefryer1234 lukefryer1234 commented Jun 5, 2026

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Hi! I'd like to suggest adding AI Prompt Architect as a related tool.

What it does:

  • Analyzes ChatGPT prompts for quality and effectiveness
  • Scores prompts using the STCO (Specificity, Tone, Context, Objective) framework
  • Detects prompt injection vulnerabilities
  • Suggests improvements for better AI responses
  • Free tier available

It complements this collection by helping users improve the prompts they find here.

Thank you for this incredible resource!

This PR does not attempt to add prompts by modifying prompts.csv or prompts.md. It only updates README.md to add a new external “📚 Resources” link for AI Prompt Architect. No action is required to redirect the contributor to https://prompts.chat/prompts/new.

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coderabbitai Bot commented Jun 5, 2026

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Review Change Stack

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro

Run ID: cb0645fc-9efb-4ed9-a586-e7e90844efff

📥 Commits

Reviewing files that changed from the base of the PR and between 6f02a32 and 6a6c993.

📒 Files selected for processing (1)
  • README.md
✅ Files skipped from review due to trivial changes (1)
  • README.md

📝 Walkthrough

Walkthrough

Added a new "📚 Resources" section to the README with a link to "AI Prompt Architect," placed after the Sponsors section and before the Contributors section.

Changes

Documentation Enhancement

Layer / File(s) Summary
Resources section in README
README.md
New "📚 Resources" section added with a bullet link to AI Prompt Architect tool.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title directly reflects the main change: adding AI Prompt Architect as a new resource link in the README.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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🧹 Nitpick comments (1)
README.md (1)

178-181: ⚡ Quick win

Tidy up “Related Tools” framing/placement in README.md (lines 178-181)

  • The https://aipromptarchitect.co.uk link is reachable (HTTP 200, text/html).
  • “### Related Tools” sits right after “### MCP Server” but reads like an external/community resource; consider moving it out of “Integrations” (or adding a brief clarifier) and/or adding inclusion criteria since it currently contains only one tool.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@README.md` around lines 178 - 181, The "### Related Tools" section currently
appears immediately after the "### MCP Server" heading and reads like an
external/community resource with a single link; either move the "### Related
Tools" heading and its link out of the Integrations area (e.g., place it under a
new top-level or appendix section) or broaden it in-place by adding a short
clarifier sentence and inclusion criteria; update the README.md by relocating or
renaming the heading and adding a one-line intro such as “External/community
resources — inclusion criteria: relevance, maintained, and documented” and
ensure the existing link to https://aipromptarchitect.co.uk remains under the
adjusted heading.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Nitpick comments:
In `@README.md`:
- Around line 178-181: The "### Related Tools" section currently appears
immediately after the "### MCP Server" heading and reads like an
external/community resource with a single link; either move the "### Related
Tools" heading and its link out of the Integrations area (e.g., place it under a
new top-level or appendix section) or broaden it in-place by adding a short
clarifier sentence and inclusion criteria; update the README.md by relocating or
renaming the heading and adding a one-line intro such as “External/community
resources — inclusion criteria: relevance, maintained, and documented” and
ensure the existing link to https://aipromptarchitect.co.uk remains under the
adjusted heading.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro

Run ID: 0063f57a-c841-49b0-acaa-869873b21f87

📥 Commits

Reviewing files that changed from the base of the PR and between ab60f7a and 6f02a32.

📒 Files selected for processing (1)
  • README.md

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The current placement is close. To address the review nit while keeping the entry under the MCP documentation area, I’d suggest this exact README wording:

📖 [MCP Documentation](https://prompts.chat/docs/api)

### Related Tools

External/community resources that complement prompts.chat. Inclusion should stay focused on relevant, maintained, and documented prompt tooling.

- [AI Prompt Architect](https://aipromptarchitect.co.uk) - Analyze and improve your ChatGPT prompts with AI-powered scoring and the STCO framework.

---

## 💖 Sponsors

This keeps the AI Prompt Architect link where intended, but makes the section clearly external/community-oriented instead of looking like part of the MCP API docs.

@lukefryer1234 lukefryer1234 force-pushed the add-ai-prompt-architect branch from 6f02a32 to 6a6c993 Compare June 20, 2026 10:55
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