Skip to content

Improve README with clearer value prop, trade-offs, and architecture flow#4

Merged
AaronGoldsmith merged 6 commits intomainfrom
improve/readme-overhaul
Mar 15, 2026
Merged

Improve README with clearer value prop, trade-offs, and architecture flow#4
AaronGoldsmith merged 6 commits intomainfrom
improve/readme-overhaul

Conversation

@AaronGoldsmith
Copy link
Owner

Summary

  • Add "when Mobius is worth it" section with honest trade-off framing instead of pure marketing
  • Add prerequisites section clarifying mandatory vs optional API keys and free bootstrap path
  • Add Trade-off column to "Why Mobius?" table showing costs and limitations alongside benefits
  • Replace architecture file listing with orchestrator flow diagram and prose explanations
  • Add context to cost table (token ranges, local embeddings, date caveat)
  • Remove duplicate mobius train command entry

Motivation

Ran a Mobius competition (/mobius-run) asking agents to critique the README. The Skeptical Engineer (Claude Haiku) won unanimously across all 3 judges (Opus, Gemini Pro, GPT-4o) with a focus on transparency and intellectual rigor — the core theme was "under-promise, deliver well."

Test plan

  • All 45 tests pass
  • Visual review of rendered README on GitHub

🤖 Generated with Claude Code

…flow

- Add "when Mobius is worth it" section with honest trade-off framing
- Add prerequisites section with mandatory vs optional API keys
- Show all three bootstrap options (API, Claude Code, scout) upfront
- Add Trade-off column to "Why Mobius?" table
- Replace architecture file listing with orchestrator flow diagram
- Add context and caveats to cost table (token range, date, local embeddings)
- Note env-overridable vs code-only config options
- Remove duplicate `mobius train` command entry

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings March 15, 2026 02:48
Copy link

@chatgpt-codex-connector chatgpt-codex-connector bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 9ec65853fb

ℹ️ About Codex in GitHub

Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

Codex can also answer questions or update the PR. Try commenting "@codex address that feedback".

Copy link

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Updates the project README to present Mobius with clearer positioning, prerequisites, trade-offs, and a higher-level architecture walkthrough aimed at setting more accurate expectations for users evaluating the framework.

Changes:

  • Adds “When Mobius is worth it” and a prerequisites section clarifying setup paths.
  • Reworks “Why Mobius?” to include explicit trade-offs alongside benefits.
  • Replaces the architecture file-tree listing with an orchestrator flow diagram and expands cost guidance.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

AaronGoldsmith and others added 4 commits March 14, 2026 19:54
…ount

- Fix cost date from March 2025 to March 2026
- Add `mobius agent export` to commands list (exists in CLI but was undocumented)
- Fix scout demo showing 4 agents when --count 5 was requested

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Fix scout bootstrap: "free API cost" → "~$0.50" (uses Opus API)
- Add scout row to cost table
- Clarify Claude Code note: CLI commands still require API keys
- Standardize subscription naming to "Pro/Team" everywhere
- Clarify Anthropic needed for default judge panel (not just "recommended")
- Change "rate limiting" to "concurrency control" (semaphore in swarm.py)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Covers Pro, Max, and Team without needing updates as plans change.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Copy link

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Updates the project README to set clearer expectations about when Mobius is a good fit, explain setup paths (paid API vs. Claude Code skills), and replace the file-tree architecture listing with a higher-level execution flow explanation.

Changes:

  • Add “When Mobius is worth it” and expand quick start with explicit prerequisites and bootstrap options.
  • Add trade-offs to the “Why Mobius?” section and update commands list.
  • Replace architecture file listing with an orchestrator flow diagram and refresh cost/configuration explanations.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

…uirements, and trade-off wording

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@AaronGoldsmith AaronGoldsmith merged commit d28b5e3 into main Mar 15, 2026
2 checks passed
@AaronGoldsmith AaronGoldsmith deleted the improve/readme-overhaul branch March 15, 2026 06:02
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants