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Directory / Claude community plugins (Anthropic) / superpowers-optimized

superpowers-optimized

plugin Science, research & learning

Built on the trusted obra/superpowers workflow and refined through research into LLM agent behavior, it adds automatic 3-tier workflow routing, proactive safety hooks, self-consistency verification at critical decision points, cross-session memory, and adversarial red-teaming — everything the original does, plus the discipline layer it was missing. Cross-session memory changes the experience fundamentally. Without it, every session starts blind: the AI re-explores structure it already mapped, re-proposes approaches that were already rejected, re-debugs errors that were already solved. With the four-file memory stack, it arrives knowing what was tried, what was decided, and why — and builds forward instead of sideways. Five research-backed principles run throughout: *less is more* (minimal always-on instructions), *fresh context beats accumulated context* (subagents get clean scoped prompts, not polluted history), *compliance ≠ competence* (instructions must be carefully engineered, not just comprehensive), *verify your own reasoning* (multi-path self-consistency catches confident-but-wrong failures before they become expensive), and *accountability drives accuracy* (agents that know their output has real downstream consequences perform better).
Description from the marketplace entry / plugin manifest.

Information source

Copied from the Claude community plugins (Anthropic) catalog (anthropics/claude-plugins-community), maintained by Anthropic (community submissions).

Links are pinned to commit 06ec7b6 (2026-10-13), the version we synced. Not reviewed by us.

Install

Add the marketplace (once, in Claude Code)
/plugin marketplace add anthropics/claude-plugins-community
In a Claude Code session
/plugin install superpowers-optimized@claude-community
From your shell
claude plugin install superpowers-optimized@claude-community

Commands follow each host's documentation (Claude Code, Claude Cowork docs). gh skill needs GitHub CLI 2.90 or later and is in public preview.

Listed from Anthropic (community submissions)'s catalog, not reviewed by us. Read the source before installing.

Catalog
Claude community plugins (Anthropic) (claude-community)
Information source
marketplace.json in anthropics/claude-plugins-community
Author
Not stated in the source
Source code
REPOZY/superpowers-optimized
Homepage
github.com/REPOZY/superpowers-optimized
License
MIT (repository license)
Repository stars
142 for REPOZY/superpowers-optimized
Added to catalog
2026-03-24
Last change
2026-10-10 (last push to the repo)

What it contains

Hosted in an external repository, so contents are not counted here. See the source link.

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