Mu4farooqi Superwiser
mu4farooqi-superwiser is a Claude Code plugin for the Build phase that learns from your corrections and instructions to maintain a searchable context graph of coding preferences.
by mu4farooqi · github.com/mu4farooqi/superwiser
Persist coding style and correction patterns so Claude Code stops re-litigating the same preferences every session.
Add it to Claude Code
Install the plugin in Claude Code. One command, paste-ready.
/plugin install mu4farooqi-superwiser@mu4farooqi/superwiserBuilt to be called by your agent
Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.
Retrieve this entry with skillselion.get_details("plugin:mu4farooqi/superwiser") and the paste-ready config with skillselion.get_install_config("plugin:mu4farooqi/superwiser").
What it does
mu4farooqi-superwiser is a Claude Code plugin that treats your corrections as durable signal. Solo builders 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.
Highlights
- 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
Why builders use it
Every new agent session forgets how you like code written, so you waste time re-explaining the same human decisions.
After install, corrections and instructions accumulate into persistent, searchable preference context the agent can reference across sessions.
At a glance
- Type - Plugin in Productivity.
- Adoption - 0 installs, 6 stars, 0 votes.
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.
Comments
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