ia-agent-native-architecture SKILL.md skillA
ia-agent-native-architecture from iliaal/whetstone is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add iliaal/whetstone/ia-agent-native-architecture@git:20261011.2911a26Pins git:20261011.2911a26 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- iliaal/whetstone
- Path
plugins/whetstone/skills/ia-agent-native-architecture/SKILL.md- Versions recorded
- 10
- Latest version
- git:20261011.2911a26, committed Oct 11, 2026
- First version recorded
- Aug 19, 2026
- Size
- 7,765 bytes
- Repository stars
- 35
- License
- MIT
Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, system prompt design, hooks policy, shared-workspace file patterns, or self-modifying agent systems.
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-Native Architecture ## Working rules - Keep authority, scope, approval, and runtime isolation in trusted orchestration; prompts alone cannot enforce them. - Provide explicit completion and partial-progress signals, durable state, and observable action results. - Validate capabilities with real tasks, including failure and interruption paths; do not infer improvement from elapsed usage. - **Evaluate discovery from original inputs.** Replaying fixed candidates measures classification and cannot reveal candidates a changed search would miss or invent. Compare each discovery variant with a fresh baseline on the same complete inputs in isolation. Independently adjudicate unmatched outputs from the complete result sets, including outputs from clean tasks. - **Calibrate decision gates per model.** A replacement model's confidence scores do not preserve the previous model's cutoff, even when ranking accuracy improves. Fit thresholds on a separate calibration set. Verify false-positive and false-negative behavior through the production decision path on untouched representative cases. …
Read the whole file at its exact version.
How to install
mdr add iliaal/whetstone/ia-agent-native-architecture@sha256:f568485abe2c9f20The line at the top of this page pins the label git:20261011.2911a26, 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_j346sy365syrj3if)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Aug 19, 2026 and Oct 11, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.2911a26 latest | 2026-10-11 | 2911a26 | 7,765 B | A | view · diff |
| git:20261009.f3073c4 | 2026-10-09 | f3073c4 | 7,625 B | A | view · diff |
| git:20261003.eaa3dc6 | 2026-10-03 | eaa3dc6 | 6,922 B | A | view · diff |
| git:20260913.9fa1f0d | 2026-09-13 | 9fa1f0d | 6,591 B | A | view · diff |
| git:20260907.228ec83 | 2026-09-07 | 228ec83 | 6,037 B | A | view · diff |
| git:20260906.35b18c4 | 2026-09-06 | 35b18c4 | 12,506 B | A | view · diff |
| git:20260906.5eab861 | 2026-09-06 | 5eab861 | 10,996 B | A | view · diff |
| git:20260829.ebb4730 | 2026-08-29 | ebb4730 | 10,980 B | A | view · diff |
| git:20260829.7a80466 | 2026-08-29 | 7a80466 | 12,898 B | A | view · diff |
| git:20260819.19890d2 | 2026-08-19 | 19890d2 | 8,940 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 (7765 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
iliaal/whetstone · 35 stars · license MIT · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_j346sy365syrj3if GET https://markdownregistry.com/api/v1/resolve?ref=iliaal/whetstone/ia-agent-native-architecture GET https://markdownregistry.com/api/v1/blob/f568485abe2c9f20702c1625cc2cac6e5b37a903aa07ee8bcfaa135d69cf6794
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.