knowledge-manager SKILL.md skillA

knowledge-manager from ibrahim-3d/orchestrator-supaconductor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ibrahim-3d/orchestrator-supaconductor/knowledge-manager@git:20260403.71c1818

Pins git:20260403.71c1818 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ibrahim-3d/orchestrator-supaconductor
Path
skills/knowledge/knowledge-manager/SKILL.md
Versions recorded
3
Latest version
git:20260403.71c1818, committed Apr 3, 2026
First version recorded
Feb 17, 2026
Size
6,397 bytes
Repository stars
380
License
AGPL-3.0

Loads relevant patterns and known errors before track planning. Searches conductor/knowledge/ for solutions we've used before and errors we've encountered. Injects findings into the planner prompt to prevent reinventing solutions and repeating mistakes. Triggered automatically by orchestrator before PLAN step.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Knowledge Manager — Pre-Planning Intelligence

Searches the knowledge base for relevant patterns and errors before a track begins, injecting institutional memory into the planning process.

## When This Runs

**Automatically** — The orchestrator calls this agent BEFORE dispatching the `loop-planner` for any track.

## Inputs

1. **Track spec.md** — To understand what the track is about
2. **Track type** — From metadata.json (feature, UI, integration, etc.)
3. **Keywords** — Extracted from spec (e.g., "auth", "Supabase", "form", "state")

## Workflow

### 1. Extract Keywords from Spec

read_file the track's `spec.md` and extract relevant keywords:

```typescript
const keywords = extractKeywords(spec);
// Example: ["authentication", "Supabase", "login", "signup", "OAuth"]
```

Keywords come from:
- Section headings
- Technical terms
- Integration names (Supabase, Stripe, Gemini)
- Component types (form, modal, grid, etc.)
- Pattern names (state management, API routes, etc.)

### 2. Search Pattern Library
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ibrahim-3d/orchestrator-supaconductor/knowledge-manager@sha256:08668e23bcf39040

The line at the top of this page pins the label git:20260403.71c1818, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pt3nt5obdisx6jsp.svg)](https://markdownregistry.com/a/art_pt3nt5obdisx6jsp)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Feb 17, 2026 and Apr 3, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20260403.71c1818 latest2026-04-03 71c1818 6,397 BA view · diff
git:20260312.c37221c2026-03-12 c37221c 6,028 BA view · diff
git:20260217.9cad9a52026-02-17 9cad9a5 6,017 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6397 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ibrahim-3d/orchestrator-supaconductor · 380 stars · license AGPL-3.0 · pushed 2026-09-27 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_pt3nt5obdisx6jsp
GET https://markdownregistry.com/api/v1/resolve?ref=ibrahim-3d/orchestrator-supaconductor/knowledge-manager
GET https://markdownregistry.com/api/v1/blob/08668e23bcf390401b40da9ffdd071153b1f3761577e06082c660319516bf507

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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