Home / winterbim / wincreator · skill/wincreator/SKILL.md · GitHub

wincreator skillA

wincreator is agent-read markdown (skill) from winterbim/wincreator: Proves that agent work is actually done: each claim becomes a ledger row with a gate that was executed, captured raw evidence, and a status a builder is not allowed to write for itself. Use when a technical result must be auditable later — shipping or migrating something users depend on, a change whose failure is expensive or silent, work handed to someone else, a claim under review or compliance, a debugging loop that already failed twice, or when the user asks for proof, verification, an audit.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# WinCreator — Hierarchical Engineering Loops with Proof Gates

## Why this skill exists

Every agent-assisted engineering session degrades the same three ways, and
knowing them is the key to using this skill well:

1. **Optimism leak** — the same context that wrote the code grades its own
   work, and "it should work" quietly becomes "it works".
2. **Context rot** — constraints stated early get lost as the session grows;
   the agent drifts from the original need without noticing.
3. **Stuck loops** — a failing check gets re-attacked at the same level again
   and again, when the real defect lives one level up.

This skill counters each one mechanically, not aspirationally: optimism leak
→ Proof Ledger + Builder/Skeptic separation; context rot → the Loop Panel;
stuck loops → the Two-Failure Rule. Everything else in this file exists to
serve those three defenses.

> **Evidence > Assertion. Truth > Speed. Rigor > Improvisation.**

A brainstorming loop diverges: ideas, no obligation of proof. An
**engineering loop** converges: it only reports up after passing a verifiable
**truth gate** — a test actually run, an output actually inspected, a
…

Read the whole file at its exact version.

How to install

Latest version
mdr add winterbim/wincreator/wincreator@git:20260921.8182dc4
Exact content
mdr add winterbim/wincreator/wincreator@sha256:f6f9e19698ed44f1

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hs66alrqw44wpsg4.svg)](https://markdownregistry.com/a/art_hs66alrqw44wpsg4)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260921.8182dc4 latest2026-09-21 8182dc4 17,909 BA view · diff
git:20260825.8e4350c2026-08-25 8e4350c 17,767 BA view · diff
git:20260802.b17453b2026-08-02 b17453b 17,289 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (17909 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

winterbim/wincreator · 3 stars · license MIT · pushed 2026-09-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_hs66alrqw44wpsg4
GET https://markdownregistry.com/api/v1/resolve?ref=winterbim/wincreator/wincreator
GET https://markdownregistry.com/api/v1/blob/f6f9e19698ed44f169f4447c29032feacb653be4ceff8c7f4ed8075a7a0d7704

Your agent 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.

More from winterbim/wincreator

CLAUDE.md claude
winterbim/wincreator · CLAUDE.md
git:20260825.8e4350c · audit A · 3 stars

Every file in winterbim/wincreator

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