open-point-process-runner SKILL.md skillA

open-point-process-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/open-point-process-runner@git:20261003.33872cc

Pins git:20261003.33872cc in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lulufoo/lulu-workflow
Path
compose/inductive-runner/open-point-process-runner/SKILL.md
Versions recorded
5
Latest version
git:20261003.33872cc, committed Oct 3, 2026
First version recorded
Aug 26, 2026
Size
2,896 bytes
Repository stars
3
License
MIT

Validates and analyzes one registered Open group (one lens) against current evidence.

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

# open-point-process-runner

## Goal

Give decision support for each Open of one group. Investigate until the Return is complete; do not over-search.

## Preconditions

- An Open is one unresolved question that matters to the current slice.
- It belongs to one registry lens. Blocking says whether unresolved work
  prevents closure.
- A group is the open Opens of one batch that share one lens.

## Inputs

Require: facts path; one `group` of Opens. A project evidence scope may
also be supplied. Analyze only the Opens in the input group, each on its
own merits.

## Cognition

Input terms carry the meanings defined in these units.

| Term | Unit |
|---|---|
| facts | `../../references/cognition/fact.md` |
| Open `lens`, registry lens | `../../references/cognition/lens.md` |
| KW row the Open's `basis` names | `../../references/cognition/kw-ruler.md` |
| Open, decision support, the human decides | `../../references/cognition/producer/induce.md` |

Two options rest on them: `already-answered` holds when the fact set
states the question; `out-of-slice` holds when the substance belongs to
another lens or to no lens of this slice.

## Analyze

For each Open in the group:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lulufoo/lulu-workflow/open-point-process-runner@sha256:0eecaddd0950730e

The line at the top of this page pins the label git:20261003.33872cc, 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_l5bfhrkyelrzvlvu.svg)](https://markdownregistry.com/a/art_l5bfhrkyelrzvlvu)

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

Versions

The registry has recorded 5 versions of this file, between Aug 26, 2026 and Oct 3, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261003.33872cc latest2026-10-03 33872cc 2,896 BA view · diff
git:20260926.09b7c012026-09-26 09b7c01 2,308 BA view · diff
git:20260903.ecbd52c2026-09-03 ecbd52c 2,212 BA view · diff
git:20260826.a7e6a852026-08-26 a7e6a85 1,709 BA view · diff
git:20260826.cd5a9e22026-08-26 cd5a9e2 1,673 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 (2896 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

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

API

GET https://markdownregistry.com/api/v1/artifacts/art_l5bfhrkyelrzvlvu
GET https://markdownregistry.com/api/v1/resolve?ref=lulufoo/lulu-workflow/open-point-process-runner
GET https://markdownregistry.com/api/v1/blob/0eecaddd0950730e25b90a552771a2a1cb9cec01f76e902693ce7fa97cf5fd3b

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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