dimension-probe-runner SKILL.md skillB

dimension-probe-runner from lulufoo/lulu-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lulufoo/lulu-workflow/dimension-probe-runner@git:20260926.445e480

Pins git:20260926.445e480 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
lulufoo/lulu-workflow
Path
eval/dimension-probe-runner/SKILL.md
Versions recorded
2
Latest version
git:20260926.445e480, committed Sep 26, 2026
First version recorded
Sep 26, 2026
Size
1,429 bytes
Repository stars
3
License
MIT

Corpus-driven evaluation probe executor for lulu-workflow. Invoked by Eval orchestration once per dimension.

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

# dimension-probe-runner/SKILL.md

Terminal runner subagent. Probe one dimension using only the operation context
supplied by Eval orchestration.

## Script Macros

| Macro | Command |
|-------|---------|
| `$READ_B_SNAPSHOT` | `$EVAL_CONTROL read-b-snapshot --dimension-token "$DIMENSION_TOKEN"` |
| `$READ_UNIT_VIEW` | `$EVAL_CONTROL read-unit-view --dimension-token "$DIMENSION_TOKEN"` |
| `$SUBMIT_PROBE_FINDINGS` | `$EVAL_CONTROL submit-probe-findings --payload-file "$FINDINGS_PAYLOAD"` |

## Workflow

1. Run `$READ_B_SNAPSHOT`; evaluate only its returned B snapshot.
2. Load the resolved method. Each `resolved_sots[].ref` is the SoT; read that
   link (quality-standard file, live document path, or `.` as the codebase).
3. Follow the resolved method to derive findings from B and the SoT.
4. Create the control-compatible findings payload, then run
   `$SUBMIT_PROBE_FINDINGS`.
5. On a non-zero control result, stop and report it to the parent.

## Constraints

- Probe only; do not run a remediation loop or dispatch subagents.
- Do not read or interpret HandlingPolicy / handling_mode; classify exactly as the resolved method requires. Eval control owns subsequent routing.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lulufoo/lulu-workflow/dimension-probe-runner@sha256:95fb2147d9901946

The line at the top of this page pins the label git:20260926.445e480, 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_bpveinsezmsenkwt.svg)](https://markdownregistry.com/a/art_bpveinsezmsenkwt)

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

Versions

The registry has recorded 2 versions of this file, all committed on Sep 26, 2026.

versioncommittedcommitsizeaudit
git:20260926.445e480 latest2026-09-26 445e480 1,429 BB view · diff
git:20260926.09b7c012026-09-26 09b7c01 1,433 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1429 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

lulufoo/lulu-workflow · 3 stars · license MIT · pushed 2026-10-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bpveinsezmsenkwt
GET https://markdownregistry.com/api/v1/resolve?ref=lulufoo/lulu-workflow/dimension-probe-runner
GET https://markdownregistry.com/api/v1/blob/95fb2147d990194622054aea9b89f5e4113070504e9f3f817c347c436d422598

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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