Mu4farooqi Superwiser
- 6 repo stars
- Updated January 16, 2026
- mu4farooqi/superwiser
mu4farooqi-superwiser is a Claude Code plugin that learns from your corrections and instructions to maintain a searchable context graph of coding preferences.
About
mu4farooqi-superwiser is a Claude Code plugin that treats your corrections as durable signal. developers who ship with agents know the pain: you explain naming, error handling, or framework choices once, then repeat yourself tomorrow. Superwiser listens to what you fix and what you instruct, then organizes that into a persistent context graph you can search and lean on in later work. It fits anyone running long-horizon agent sessions on one codebase or a small portfolio of repos where taste and consistency matter as much as raw codegen. It is process infrastructure—use it when you want the agent to internalize how you work, not when you need a single-shot code generator with no memory. Complexity is moderate because you must still curate what gets promoted into lasting context.
- Learns from corrections and explicit instructions across Claude Code sessions
- Builds a persistent context graph of your coding preferences and decisions
- Search and extract human guidance for reuse instead of one-off chat memory
- Single-plugin bundle focused on session intelligence, not project scaffolding
- Keywords: claude, decisions, extract, human, search, sessions, superwiser
Mu4farooqi Superwiser by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin install mu4farooqi-superwiser@mu4farooqi/superwiserAdd your badge
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| repo stars | ★ 6 |
|---|---|
| Last updated | January 16, 2026 |
| Repository | mu4farooqi/superwiser ↗ |
What it does
Persist coding style and correction patterns so Claude Code stops re-litigating the same preferences every session.
Who is it for?
Developers and indies who pair heavily with Claude Code on one product and want taste, conventions, and past decisions to stick.
Skip if: Skip if you want zero local preference storage, or developers and only need ephemeral one-off snippets with no continuity.
What you get
After install, corrections and instructions accumulate into persistent, searchable preference context the agent can reference across sessions.
- Persistent context graph of coding preferences and human decisions
- Searchable extraction of prior session guidance for new tasks
By the numbers
- Marketplace metadata lists pluginCount: 1
- Repository description emphasizes corrections, instructions, search, and sessions
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Persistent preference and session-learning plugin, not a task-specific codegen or testing skill.
FAQ
Who is Mu4farooqi Superwiser for?
Claude Code users who repeatedly correct the agent and want those choices stored as reusable project memory.
When should I use Mu4farooqi Superwiser?
Use it journey-wide once you notice the same style and architecture arguments every session—especially during Build, Review, and Iterate work.
How do I add Mu4farooqi Superwiser to my agent?
Add the superwiser plugin from mu4farooqi/superwiser in Claude Code, work normally while correcting and instructing, then use its search and extract flows to pull stored decisions into new tasks.