ai-agent-runtime-architecture SKILL.md skillA
ai-agent-runtime-architecture from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add peterbamuhigire/chwezi-dev-engine/ai-agent-runtime-architecture@git:20260929.c29972dPins git:20260929.c29972d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- peterbamuhigire/chwezi-dev-engine
- Path
skills/ai/ai-agent-runtime-architecture/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260929.c29972d, committed Sep 29, 2026
- First version recorded
- Jul 12, 2026
- Size
- 14,117 bytes
- Repository stars
- 28
- License
- MIT
Use when designing multi-tenant agent runtimes, control loops, state machines, retries, idempotency, step caps, durable resumability, scheduling, cancellation, and workflow boundaries.
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 Agent Runtime Architecture ## Operating contract ## Inputs | Artefact | Required? | Purpose | |---|---|---| | Task state model, tools, durability, timeout, retry, cancellation, tenant, memory, and budget boundaries | yes | Define safe runtime transitions | ## Outputs - Produce the runtime state machine, persistence contract, failure matrix, operational controls, and test evidence. ## Capability and permission boundaries Read/search are required. Runtime implementation, queue changes, migrations, replay, and cancellation tests require explicit authority and isolated fixtures. ## Degraded mode Fallback without a runnable environment: produce the state machine and unverified test plan; do not claim runtime enforcement. ## Decision rules | Workload | Runtime choice | Failure avoided | |---|---|---| | Short, deterministic, read-only request | Bounded synchronous flow | Unnecessary orchestration | | Long, retryable, or externally waiting | Durable state machine | Lost or duplicated work | | Irreversible or costly step | Approval and checkpoint | Unbounded blast radius | ## Anti-Patterns - Running side effects in an HTTP request. Fix: use a durable worker. …
Read the whole file at its exact version.
How to install
mdr add peterbamuhigire/chwezi-dev-engine/ai-agent-runtime-architecture@sha256:745a2c36f728cc11The line at the top of this page pins the label git:20260929.c29972d, 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_tibqfsmi4ampukjk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 12, 2026 and Sep 29, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260929.c29972d latest | 2026-09-29 | c29972d | 14,117 B | A | view · diff |
| git:20260924.eb7972e | 2026-09-24 | eb7972e | 14,118 B | A | view · diff |
| git:20260924.29cdc2b | 2026-09-24 | 29cdc2b | 14,038 B | A | view · diff |
| git:20260907.1b775c1 | 2026-09-07 | 1b775c1 | 14,018 B | A | view · diff |
| git:20260901.eeb5945 | 2026-09-01 | eeb5945 | 14,019 B | A | view · diff |
| git:20260712.a867952 | 2026-07-12 | a867952 | 13,853 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 (14117 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
peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tibqfsmi4ampukjk GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/ai-agent-runtime-architecture GET https://markdownregistry.com/api/v1/blob/745a2c36f728cc116971985da987bec770c0f86f94210710e289e26b5dc0aa30
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.