ReasoningBank Intelligence SKILL.md skillA
ReasoningBank Intelligence from spencermarx/open-code-review is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spencermarx/open-code-review/ReasoningBank Intelligence@git:20260304.1a73d7fPins git:20260304.1a73d7f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spencermarx/open-code-review
- Path
.claude/skills/reasoningbank-intelligence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260304.1a73d7f, committed Mar 4, 2026
- Size
- 4,846 bytes
- Repository stars
- 382
- License
- Apache-2.0
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
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
# ReasoningBank Intelligence
## What This Skill Does
Implements ReasoningBank's adaptive learning system for AI agents to learn from experience, recognize patterns, and optimize strategies over time. Enables meta-cognitive capabilities and continuous improvement.
## Prerequisites
- agentic-flow v3.0.0-alpha.1+
- AgentDB v3.0.0-alpha.10+ (for persistence)
- Node.js 18+
## Quick Start
```typescript
import { ReasoningBank } from 'agentic-flow/reasoningbank';
// Initialize ReasoningBank
const rb = new ReasoningBank({
persist: true,
learningRate: 0.1,
adapter: 'agentdb' // Use AgentDB for storage
});
// Record task outcome
await rb.recordExperience({
task: 'code_review',
approach: 'static_analysis_first',
outcome: {
success: true,
metrics: {
bugs_found: 5,
time_taken: 120,
false_positives: 1
}
},
context: {
language: 'typescript',
complexity: 'medium'
}
});
// Get optimal strategy
const strategy = await rb.recommendStrategy('code_review', {
language: 'typescript',
complexity: 'high'
});
```
## Core Features
### 1. Pattern Recognition
```typescript
// Learn patterns from data
await rb.learnPattern({
…Read the whole file at its exact version.
How to install
mdr add spencermarx/open-code-review/ReasoningBank Intelligence@sha256:085156d25fa09b4eThe line at the top of this page pins the label git:20260304.1a73d7f, 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.
[](https://markdownregistry.com/a/art_cccng5fm7m7j7w6o)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 4, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4846 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
spencermarx/open-code-review · 382 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cccng5fm7m7j7w6o GET https://markdownregistry.com/api/v1/resolve?ref=spencermarx/open-code-review/ReasoningBank Intelligence GET https://markdownregistry.com/api/v1/blob/085156d25fa09b4e8b86b1f11cc2db73fa99c813af89a3eb8eae98af29b3e215
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.
More from spencermarx/open-code-review
Every file in spencermarx/open-code-review