outcome SKILL.md skillA

outcome from jongwony/epistemic-protocols is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jongwony/epistemic-protocols/outcome@git:20261015.46b405a

Pins git:20261015.46b405a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jongwony/epistemic-protocols
Path
.claude/skills/outcome/SKILL.md
Versions recorded
7
Latest version
git:20261015.46b405a, committed Oct 15, 2026
First version recorded
Sep 27, 2026
Size
5,091 bytes
Repository stars
173
License
MIT

This skill should be used when the user asks to "run the outcome eval", "paired bare vs protocol", "which decisions did the protocol surface", "count what the AI asked or presented", "does /inquire surface what the request left out", or wants to see, from transcripts, which decisions reached the user as a question or something to recognize instead of having to be written into the opening prompt. Project-local contributor tooling.

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 Eval

Without a protocol, a person has to recall at length and write a long opening prompt. With one,
they answer when asked, by recalling, or recognize what is put in front of them — and the items
that come up this way can be ones nobody would have thought of at the start. This eval shows
that one thing, from the transcript: the same request runs with and without the protocol, and
each cell lists the decisions that reached the user through the AI.

## The one measure

Per cell: the decision items that entered the conversation through the AI and that the user's
opening request did not contain. Each is recorded with the verbatim span that raised it and how
it reached the user:

- `asked` — put as a question; the user answered by recalling.
- `presented` — shown as an option or default; the user recognized, picked or corrected it.

The number is the count of such items, per cell and per arm, shown under the opening request
whose gaps they fill: each item is something the user would otherwise have had to write into
that request. It is read from the transcript and the opening request alone — no hidden
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jongwony/epistemic-protocols/outcome@sha256:20c412e70ca8667f

The line at the top of this page pins the label git:20261015.46b405a, 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_wny76iuguq36eh6v.svg)](https://markdownregistry.com/a/art_wny76iuguq36eh6v)

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

Versions

The registry has recorded 7 versions of this file, between Sep 27, 2026 and Oct 15, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261015.46b405a latest2026-10-15 46b405a 5,091 BA view · diff
git:20261004.309cd392026-10-04 309cd39 5,096 BA view · diff
git:20260927.02289d62026-09-27 02289d6 5,112 BA view · diff
git:20260927.7daf5992026-09-27 7daf599 4,737 BA view · diff
git:20260927.fa22f952026-09-27 fa22f95 6,117 BA view · diff
git:20260927.c4901142026-09-27 c490114 5,883 BA view · diff
git:20260927.df059b22026-09-27 df059b2 5,597 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 (5091 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

jongwony/epistemic-protocols · 173 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wny76iuguq36eh6v
GET https://markdownregistry.com/api/v1/resolve?ref=jongwony/epistemic-protocols/outcome
GET https://markdownregistry.com/api/v1/blob/20c412e70ca8667fd1fe944eb5fb9a08dee0d6f4a8823c340e6488f1826b23ec

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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Every file in jongwony/epistemic-protocols

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