ai-agents SKILL.md skillA
ai-agents from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/ai-agents@v1.3Pins v1.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/ai-agents/SKILL.md- Versions recorded
- 2
- Latest version
- v1.3, committed Oct 12, 2026
- First version recorded
- Oct 5, 2026
- Size
- 26,237 bytes
- Repository stars
- 101
- License
- MIT
AI agent architecture, graph and loop composition, protocol choice, evaluation, and observability. Use when scoping or reviewing systems before implementation.
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
# AI Agents Development — Architecture Hub Use this skill to decide whether a workflow should be an agent, which agent shape fits, which protocol boundary to use, and what production controls must exist before rollout. Default posture: explicit control flow, bounded tools, typed contracts, auditable state, human approval for high-risk actions, and telemetry from day one. Keep this file lean. Load detail from [references/index.md](references/index.md), `assets/`, and sibling skills only when needed. ## When to Use This Skill Use this skill when the user asks for: - agent architecture or operating-model decisions - build-vs-not-agent assessment - MCP vs A2A protocol choice - production readiness review for an existing agent system - evaluation, observability, rollout, or safety planning - framework selection after requirements are already clear - a starting template for a new agent spec - graph engineering, agent/workflow graphs, state-machine orchestration, cyclic graphs, or DAG-versus-loop design - loop engineering, run-until-done coding agents, self-improving workflows, evaluator feedback loops, or bounded autonomous iteration …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/ai-agents@sha256:844be0a3a67da9c3The line at the top of this page pins the label v1.3, 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_eoq7alxsqh3z3r2r)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 5, 2026 and Oct 12, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.3 latest | 2026-10-12 | 34b57f4 | 26,237 B | A | view · diff |
| v1.3 | 2026-10-05 | 5db538c | 26,082 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 (26237 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eoq7alxsqh3z3r2r GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/ai-agents GET https://markdownregistry.com/api/v1/blob/844be0a3a67da9c3d0905468cb255d2e3b04bb97e753527803df8c677d53c998
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.