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Knowledge Manager (Grade A) logo

Knowledge Manager (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Loads relevant patterns and known errors before track planning. Searches conductor/knowledge/ for solutions we've used before and errors we've enc

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Knowledge Manager is a security-tested data-ai skill for Claude AI, designed to load relevant patterns and known errors before track planning. It searches the knowledge base for solutions and errors that have been encountered before, and injects these findings into the planner prompt to prevent reinventing solutions and repeating mistakes. The Knowledge Manager is automatically triggered by the orchestrator before the PLAN step. It takes inputs such as track spec.md, track type, and keywords extracted from the spec, and outputs a knowledge brief that gets injected into the planner's prompt.

Key features

  • Relevant pattern searching
  • Error registry searching
  • Knowledge brief generation
  • Integration with orchestrator and planner

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Auth Flow Planning

The Knowledge Manager can be used to plan an auth flow track by searching for relevant patterns and errors related to authentication, and providing a knowledge brief to the planner.

Integration with Supabase

The Knowledge Manager can be used to plan a track that integrates with Supabase by searching for relevant patterns and errors related to Supabase, and providing a knowledge brief to the planner.

Pros & Cons

Pros

  • Prevents reinventing solutions by leveraging institutional memory
  • Helps avoid repeating known errors
  • Improves planning efficiency by providing relevant patterns and error information

Cons

  • May not always find relevant patterns or errors
  • Knowledge brief output is limited to 500 tokens

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Q&A

Can I use this alongside other Claude Code plugins?

Yes. SupaConductor uses the /orchestrator-supaconductor: namespace and doesn't conflict with any other plugins, built-in commands, or MCP servers.

Asked by Piotr Baranowski · Mar 26, 2026

Is this overkill for small tasks?

For a quick one-file fix — yes, just use Claude Code directly. Use SupaConductor when: the work touches 3 or more files; you'd normally plan before coding; you want automated quality checks; you want the work done right the first time. You can also use individual commands without the full loop.

Asked by Omar Haddad · Mar 20, 2026

Does this work with Cursor, Windsurf, or other AI tools?

No — SupaConductor is a Claude Code plugin that requires Claude Code's plugin system (agents, skills, slash commands, hooks). However, the conductor/ directory it creates is just Markdown files. Any AI tool can read them. If you start with SupaConductor and switch tools later, your specs, plans, and documentation remain useful.

Asked by Mustafa Yilmaz · Mar 7, 2026

How much of my context window does this use?

Skills use progressive disclosure — only ~100 tokens each for metadata. Full instructions load only when activated (typically under 5,000 tokens each). The 39 skills are not loaded all at once. Agents run as separate conversations with their own context windows, so they don't fill up your main conversation. | Component | Context Used | When | |-----------|-------------|------| | Orchestrator | ~4,000 tokens | Active during /go | | Planner | ~3,000 tokens | During planning only | | Evaluator | ~2,500 tokens each | Only the active evaluator loads | | Board meeting | ~5,000 tokens | On-demand only | | Idle | ~500 tokens | Between steps |

Asked by Margaret Whitfield · Feb 22, 2026

How much does this cost in API credits?

SupaConductor uses the same Claude API as normal Claude Code — it just structures the work more carefully. Because it runs multiple agents (planning, execution, evaluation), it uses roughly 3-5x the API calls compared to doing everything manually in one conversation. SupaConductor optimizes costs automatically: it uses Opus (the most capable model) for planning and evaluation, and Sonnet (faster, cheaper) for execution tasks. Ways to reduce cost: Use /orchestrator-supaconductor:implement if you write specs yourself; skip board meetings for small features (they're opt-in); use human-in-the-loop mode to stay in control of scope.

Asked by Faisal Rahman · Feb 14, 2026

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