reasoningbank-intelligence SKILL.md skillA
reasoningbank-intelligence from eric-cielo/moflo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add eric-cielo/moflo/reasoningbank-intelligence@git:20260427.573835cPins git:20260427.573835c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- eric-cielo/moflo
- Path
.claude/skills/reasoningbank-intelligence/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260427.573835c, committed Apr 27, 2026
- First version recorded
- Oct 20, 2025
- Size
- 5,377 bytes
- Repository stars
- 19
- License
- MIT
Adaptive learning for moflo agents via ReasoningBank: trajectory storage, verdict judgment, memory distillation, consolidation, and MMR retrieval. Use when building agents that should improve from experience across runs.
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
Trajectory-based learning pipeline for moflo-enabled agents. Records what an agent did, judges the outcome, distills successful runs into reusable patterns, and retrieves relevant prior experience on the next task.
## Prerequisites
- moflo (the neural subsystem ships inline as part of the moflo package)
- Moflo's memory DB at `.swarm/memory.db` (created on first run)
## Quick Start
```typescript
import { createInitializedReasoningBank } from 'moflo/dist/src/cli/neural/reasoning-bank.js';
const rb = await createInitializedReasoningBank({
namespace: 'reasoning-bank',
vectorDimension: 768,
retrievalK: 3,
mmrLambda: 0.7, // 0=pure relevance, 1=pure diversity
distillationThreshold: 0.6, // min verdict score to keep
dedupThreshold: 0.95,
});
```
## The Pipeline
Four stages. You typically call each once per task:
```text
1. Record trajectory → storeTrajectory({ id, input, actions, outcome, reward, ... })
2. Judge → const verdict = await rb.judge(trajectory)
3. Distill → const memory = await rb.distill(trajectory) // if verdict good enough
…Read the whole file at its exact version.
How to install
mdr add eric-cielo/moflo/reasoningbank-intelligence@sha256:d7300dc6da96e2c4The line at the top of this page pins the label git:20260427.573835c, 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_njjw3x3fm334d6lf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Oct 20, 2025 and Apr 27, 2026, about one every 63 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260427.573835c latest | 2026-04-27 | 573835c | 5,377 B | A | view · diff |
| git:20260422.6905d8b | 2026-04-22 | 6905d8b | 5,341 B | A | view · diff |
| git:20260409.7dfcc0a | 2026-04-09 | 7dfcc0a | 4,830 B | A | view · diff |
| git:20251020.94a8084 | 2025-10-20 | 94a8084 | 4,830 B | A | view |
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 (5377 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
eric-cielo/moflo · 19 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_njjw3x3fm334d6lf GET https://markdownregistry.com/api/v1/resolve?ref=eric-cielo/moflo/reasoningbank-intelligence GET https://markdownregistry.com/api/v1/blob/d7300dc6da96e2c499db92cee4ed871c398223960fd8584fb3e11cd145c63d5a
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.