agent-runtime-patterns SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
agent-runtime-patterns from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeaight7/agent-powerups/agent-runtime-patterns@git:20260515.a97d9e7Pins git:20260515.a97d9e7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeaight7/agent-powerups
- Path
skills/agent-runtime-patterns/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260515.a97d9e7, committed May 15, 2026
- First version recorded
- May 5, 2026
- Size
- 3,178 bytes
- Repository stars
- 8
- License
- Apache-2.0
Use when optimizing agent runtime loops, card packs, MCP session lifecycle, tool-call count, or multi-agent orchestration patterns.
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
# Agent Runtime Patterns ## When to use - Optimizing a slow or over-spending agent loop (too many tool calls, high token use). - Designing multi-agent orchestration topology for a new workflow. - Managing MCP session lifecycle for experimental data-layer sessions. - Reducing redundant search or file-read loops. ## Core Patterns | Pattern | Use when | Avoid when | |---|---|---| | **Direct execution** | Single agent, clear scope, no subagent benefits | Task genuinely requires parallel sub-agents or specialized routing | | **Routing** | Input type determines which specialized agent to invoke | Agents share context and can't be isolated | | **Chaining** | Output of A is strict input of B | Agents need to share partial context | | **Orchestrator-worker** | Parallel independent subtasks with a coordinator | Tasks are tightly coupled or sequential | | **Agents-as-tools** | Callable child agent inside a parent's tool loop | The child needs user interaction | ## Knowledge Cards A **card** is a compact, high-signal instruction block — typically 3–10 lines — for a specific operation. Cards are preferable to loading full documentation into context. …
Read the whole file at its exact version.
How to install
mdr add yeaight7/agent-powerups/agent-runtime-patterns@sha256:38ae075e56309b72The line at the top of this page pins the label git:20260515.a97d9e7, 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_vap4ns6clsb2r6ke)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 5, 2026 and May 15, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260515.a97d9e7 latest | 2026-05-15 | a97d9e7 | 3,178 B | A | view · diff |
| git:20260505.19f2966 | 2026-05-05 | 19f2966 | 2,020 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 (3178 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
yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vap4ns6clsb2r6ke GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/agent-runtime-patterns GET https://markdownregistry.com/api/v1/blob/38ae075e56309b72d80d8c0d37a857b302a9fa1ec18bd2964244b408507809b7
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.
More from yeaight7/agent-powerups
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