memory-patterns SKILL.md skillA
memory-patterns from tylerjrbuell/reactive-agents-ts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tylerjrbuell/reactive-agents-ts/memory-patterns@v2.0Pins v2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tylerjrbuell/reactive-agents-ts
- Path
apps/docs/skills/memory-patterns/SKILL.md- Versions recorded
- 3
- Latest version
- v2.0, committed May 5, 2026
- First version recorded
- Apr 10, 2026
- Size
- 4,965 bytes
- Repository stars
- 31
- License
- MIT
Configure the 4-layer memory system with SQLite/FTS5/vec storage for persistent agent knowledge that survives sessions.
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
# Memory Patterns
## Agent objective
Produce a builder with the right memory tier, database path, and tool configuration so the agent retains and retrieves knowledge correctly across interactions and sessions.
## When to load this skill
- Agent needs to remember facts across multiple `agent.run()` calls
- Agent accumulates knowledge over time (research, learning, preference tracking)
- Building a conversational agent with multi-turn context
- Agent must search past observations semantically (`recall`) or by key (`find`)
## Implementation baseline
```ts
// Standard (in-memory only — lost on restart)
const agent = await ReactiveAgents.create()
.withProvider("anthropic")
.withReasoning({ defaultStrategy: "adaptive" })
.withTools({ allowedTools: ["checkpoint", "recall"] })
.withMemory() // "standard" tier — working + semantic, in-memory
.build();
// Enhanced (SQLite persistence — survives restarts)
const agent = await ReactiveAgents.create()
.withProvider("anthropic")
.withReasoning({ defaultStrategy: "adaptive" })
.withTools({ allowedTools: ["checkpoint", "recall", "find"] })
.withMemory({ tier: "enhanced", dbPath: "./agent-memory.db" })
.build();
```
…Read the whole file at its exact version.
How to install
mdr add tylerjrbuell/reactive-agents-ts/memory-patterns@sha256:9f3c758013814da2The line at the top of this page pins the label v2.0, 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_hmu4vmgoizw7r2vy)
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Versions
The registry has recorded 3 versions of this file, between Apr 10, 2026 and May 5, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0 latest | 2026-05-05 | dd544a6 | 4,965 B | A | view · diff |
| v2.0 | 2026-04-10 | a95c860 | 4,890 B | A | view · diff |
| v2.0 | 2026-04-10 | edbdd5f | 4,670 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 (4965 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
tylerjrbuell/reactive-agents-ts · 31 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hmu4vmgoizw7r2vy GET https://markdownregistry.com/api/v1/resolve?ref=tylerjrbuell/reactive-agents-ts/memory-patterns GET https://markdownregistry.com/api/v1/blob/9f3c758013814da203914c36d8edac8d82040b9096e3a5bb356c4d83c55ea676
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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