goga-design-by-changes SKILL.md skillA
goga-design-by-changes from qarium/goga is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qarium/goga/goga-design-by-changes@git:20260904.bb4f79dPins git:20260904.bb4f79d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qarium/goga
- Path
goga/assets/skills/goga-design-by-changes/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260904.bb4f79d, committed Sep 4, 2026
- First version recorded
- Jun 29, 2026
- Size
- 15,825 bytes
- Repository stars
- 44
- License
- BSD-3-Clause
Generate a design document from CODEMANIFEST change analysis.
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
# Design by Changes ## Purpose The agent produces a **design document** — a complete architectural specification derived from `CODEMANIFEST` changes. The design document specifies **what** to implement and **how** to implement it. The agent does **not** write implementation code. The agent does **not** produce an execution plan. The agent produces an **architectural specification** where every detail is fully elaborated. --- ### Phase 1: DSL Loading #### Step 1: Load the DSL specification The agent invokes `goga-cell` via the **Skill tool**. Use `goga-cell` for: - Understanding cell structure (CODEMANIFEST, `.usages/`) - Interpreting directives (Imports, Usages, Annotations, types, mutations, embeddings) - Validating syntactic correctness #### Step 2: Load the DSL application principles The agent invokes `goga-cookbook` via the **Skill tool**. Use `goga-cookbook` for: - Selecting between Entity and Routine - Determining cell granularity - Choosing the Usages connection form (file / inline / URL) - Applying principles for writing usage files in `.usages/` --- ### Phase 2: Change Collection #### Step 1: Git diff CODEMANIFEST …
Read the whole file at its exact version.
How to install
mdr add qarium/goga/goga-design-by-changes@sha256:65b6c6a689dd24afThe line at the top of this page pins the label git:20260904.bb4f79d, 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.
[](https://markdownregistry.com/a/art_sndmmcsrbfogixl7)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 29, 2026 and Sep 4, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.bb4f79d latest | 2026-09-04 | bb4f79d | 15,825 B | A | view · diff |
| git:20260828.8e1fac1 | 2026-08-28 | 8e1fac1 | 15,870 B | A | view · diff |
| git:20260827.2d049ad | 2026-08-27 | 2d049ad | 15,869 B | A | view · diff |
| git:20260629.9657aba | 2026-06-29 | 9657aba | 15,836 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15825 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
qarium/goga · 44 stars · license BSD-3-Clause · pushed 2026-10-21 · branch 2.1.x
API
GET https://markdownregistry.com/api/v1/artifacts/art_sndmmcsrbfogixl7 GET https://markdownregistry.com/api/v1/resolve?ref=qarium/goga/goga-design-by-changes GET https://markdownregistry.com/api/v1/blob/65b6c6a689dd24afc7929756398af71e1c02ee94f278697b8ed33837fefb008e
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.