autonomous-swarm-patterns SKILL.md skillA
autonomous-swarm-patterns from andreibesleaga/gabbe is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andreibesleaga/gabbe/autonomous-swarm-patterns@git:20261014.de0823cPins git:20261014.de0823c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andreibesleaga/gabbe
- Path
plugins/gabbe-ai/skills/autonomous-swarm-patterns/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261014.de0823c, committed Oct 14, 2026
- Size
- 2,071 bytes
- Repository stars
- 23
- License
- a license file GitHub does not identify
Implement self-organizing autonomous swarm architectures. Use when: implement swarm, deploy autonomous agents, setup swarm consensus.
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
# autonomous-swarm-patterns ## Goal Implement advanced autonomous swarm patterns (e.g., ant-colony optimization, particle swarm, or self-organizing agent clusters) for decentralized problem-solving. ## Steps 1. **Pheromone/Marker Design**: Define how agents leave structural markers (like `CONTINUITY.md` or git commits) to influence other agents asynchronously. 2. **Behavioral Rules**: Give each agent simple, localized rules rather than complex global knowledge. 3. **Consensus Protocols**: Implement decentralized consensus (e.g., voting, threshold signatures) for collective decisions. 4. **Verification**: Run a simulation to verify the swarm stabilizes and converges on a solution without diverging into chaos. ## Security & Guardrails ### 1. Skill Security - **Swarm Containment**: Explicitly bound the swarm's domain. They must not crawl or interact with external systems outside the predefined whitelist. - **Cost Runaway Mitigation**: Hard-cap API token usage and agent iterations. A swarm can bankrupt a project in minutes if unconstrained. ### 2. System Integration Security …
Read the whole file at its exact version.
How to install
mdr add andreibesleaga/gabbe/autonomous-swarm-patterns@sha256:6d6b5e1250617a81The line at the top of this page pins the label git:20261014.de0823c, 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_lmvfl2ltuizx4ezl)
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Versions
The registry has recorded 1 version of this file, committed on Oct 14, 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 (2071 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
andreibesleaga/gabbe · 23 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lmvfl2ltuizx4ezl GET https://markdownregistry.com/api/v1/resolve?ref=andreibesleaga/gabbe/autonomous-swarm-patterns GET https://markdownregistry.com/api/v1/blob/6d6b5e1250617a81dcfbefe7f3b9c68b4fff08e3f258bfa95626b3578b9c1dc1
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.