outcome-drift-audit SKILL.md skillA

outcome-drift-audit from jgwill/miadi-orchestration-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jgwill/miadi-orchestration-kit/outcome-drift-audit@git:20260426.4a786f4

Pins git:20260426.4a786f4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jgwill/miadi-orchestration-kit
Path
copilot/miadi-adversarial-review-kit/skills/outcome-drift-audit/SKILL.md
Versions recorded
1
Latest version
git:20260426.4a786f4, committed Apr 26, 2026
Size
1,397 bytes
Repository stars
5
License
none declared

Audit Miadi work against explicit STCKin and context-layer outcomes so plausible scaffolds do not pass as successful delivery.

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

# Outcome Drift Audit

Use this skill when a draft sounds coherent but you need to know whether it actually satisfies the intended outcomes named in the corpus.

## Outcome anchors to check

- STCKin remains part of the STC bot family.
- STCKin keeps its WEST / integration-reflection position.
- Context-layer language preserves Miadi's downstream consumption relationship to AvaLangStack.
- Promotion decisions respect `provenance -> spec -> wiki`.
- Retrieval/context-layer concerns stay distinct from wiki explanation.
- Outputs are durable enough to support later RISE and wiki drafting waves.

## Audit steps

1. Collect the explicit outcome statements from prompts, reports, rispecs, or wiki pages.
2. Gather the current evidence for each outcome.
3. Mark whether the outcome is:
   - met
   - partial
   - asserted-only
   - contradicted
4. Explain the drift or missing proof.
5. State the consequence for revision and promotion.

## Output format

Produce a table:

| Outcome | Intended source | Evidence found | Status | Drift or gap | Required action |
| --- | --- | --- | --- | --- | --- |

Then add a short summary:

- strongest drift found
- most important correction
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jgwill/miadi-orchestration-kit/outcome-drift-audit@sha256:92983fa358fdbf46

The line at the top of this page pins the label git:20260426.4a786f4, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_y57hpgthwp7aujcu.svg)](https://markdownregistry.com/a/art_y57hpgthwp7aujcu)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Apr 26, 2026.

versioncommittedcommitsizeaudit
git:20260426.4a786f4 latest2026-04-26 4a786f4 1,397 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1397 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

GitHub

jgwill/miadi-orchestration-kit · 5 stars · license none declared · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y57hpgthwp7aujcu
GET https://markdownregistry.com/api/v1/resolve?ref=jgwill/miadi-orchestration-kit/outcome-drift-audit
GET https://markdownregistry.com/api/v1/blob/92983fa358fdbf461ff7d7d55f5fcf7aec695ed0f3305ec6c884fb77d3119aaf

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.

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