template-code-development SKILL.md skillA
template-code-development from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add docxology/template/template-code-development@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- docxology/template
- Path
docs/prompts/code-development/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Jul 13, 2026
- First version recorded
- May 24, 2026
- Size
- 2,857 bytes
- Repository stars
- 23
- License
- Apache-2.0
Standards-compliant code for the Research Project Template — infrastructure or project src/, thin orchestrators, type hints, no mocks. USE WHEN implementing an algorithm, utility, analysis method, optimizer, new module in projects/*/src or infrastructure/, or user says add code following template architecture — even without docs/prompts. Not for end-to-end feature spanning manuscript + pipeline (use template-feature-addition).
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
# Code development ## Natural invoke - "Implement gradient descent in template_code_project src/" - "Add a generic CSV validator in infrastructure/" - "New analysis method with tests and logging" ## Inputs to confirm - **Task** — what to implement. - **Layer** — `infrastructure` (generic, 60% cov) vs `project` (domain, 90% cov). - **Project** — if layer is project, from [`docs/_generated/active_projects.md`](../../_generated/active_projects.md). ## Workflow 1. **Place logic correctly** — computation in `infrastructure/` or `projects/<n>/src/`; scripts only orchestrate I/O and plotting. 2. **Implement** — type hints on public APIs; `get_logger(__name__)`; custom exceptions extending `TemplateError`; Google docstrings. 3. **Tests** — real data, temp files, subprocess, or pytest-httpserver; no mocks ([`docs/rules/testing_standards.md`](../../rules/testing_standards.md)). 4. **Docs** — update module/folder AGENTS.md + README.md when adding public surface. 5. **Verify** — ruff/mypy on touched paths; pytest with coverage gate. ## Deliverables - Module(s) with tests meeting coverage floor - List of files touched and verification command output ## Verification commands …
Read the whole file at its exact version.
How to install
mdr add docxology/template/template-code-development@sha256:a6ed4f1842e460abThe line at the top of this page pins the label v1.0.0, 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_jd7366dgmg6zn2p7)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 24, 2026 and Jul 13, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-07-13 | fbddb25 | 2,857 B | A | view · diff |
| v1.0.0 | 2026-07-13 | c5e1eed | 2,854 B | A | view · diff |
| v1.0.0 | 2026-05-25 | 550d90f | 2,856 B | A | view · diff |
| git:20260524.1029201 | 2026-05-24 | 1029201 | 2,628 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 (2857 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
docxology/template · 23 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jd7366dgmg6zn2p7 GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/template-code-development GET https://markdownregistry.com/api/v1/blob/a6ed4f1842e460abdd3c08e5b2a42b37ec85520c1049040598a9cc8e27bf3d75
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.