handbag_agent_architecture SKILL.md skillB
handbag_agent_architecture from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/handbag_agent_architecture@git:20261103.92f9bc1Pins git:20261103.92f9bc1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/handbag_agent_architecture/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261103.92f9bc1, committed Nov 3, 2026
- First version recorded
- Sep 22, 2026
- Size
- 7,332 bytes
- Repository stars
- 13
- License
- Apache-2.0
Definitive architectural doctrine for building sovereign agent Handbags, crafting SOUL.md personalities, injecting app-level tools and skills, and inspecting agent state.
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
# Handbag Agent Architecture & Persona Engineering ## 7. Round Checkpointing and Turn Resumption Agents support state persistence across unexpected interruptions or pauses: - Each round automatically saves a turn checkpoint (`.lollms_code/turn_checkpoint.json` in workspaces, or `ai_msg.metadata["turn_checkpoint"]` in discussions). - To resume an interrupted turn, call `agent.resume_turn()` or pass `resume_turn=True` to `agent.chat()`. Virtual history, tool calls, and round numbers will be restored without starting from scratch. The **Handbag** is the sovereign, self-contained portable directory specification in LOLLMS. It encapsulates an agent's identity, system prompt, specialized tools, persistent cognitive memories, learned skills, and coworker multi-agent teams. --- ## 1. Handbag Directory Layout ``` my_specialist_agent/ ├── SOUL.md # Primary persona identity (YAML frontmatter + Markdown body) ├── handbag.yaml # Optional settings manifest (skills mode, memory policy) ├── coworkers/ # Sub-agent teams (Crew Handbag) │ ├── backend_coder/ │ │ └── SOUL.md │ └── security_auditor/ │ └── SOUL.md …
Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/handbag_agent_architecture@sha256:3623bee1a0855c9dThe line at the top of this page pins the label git:20261103.92f9bc1, 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_lirwtfcnxwe36x2y)
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Versions
The registry has recorded 3 versions of this file, between Sep 22, 2026 and Nov 3, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.92f9bc1 latest | 2026-11-03 | 92f9bc1 | 7,332 B | B | view · diff |
| git:20260928.96e9de4 | 2026-09-28 | 96e9de4 | 6,235 B | B | view · diff |
| git:20260922.2bfcb5b | 2026-09-22 | 2bfcb5b | 5,750 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7332 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lirwtfcnxwe36x2y GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/handbag_agent_architecture GET https://markdownregistry.com/api/v1/blob/3623bee1a0855c9d5c2d14b05dcd2543a2eb8dde86e048bb85e34679f19cc16d
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.