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standards_and_architecture SKILL.md skillA

standards_and_architecture from ducroo/sictic-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ducroo/sictic-ai/standards_and_architecture@git:20261105.6804525

Pins git:20261105.6804525 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ducroo/sictic-ai
Path
skills/standards_and_architecture/SKILL.md
Versions recorded
28
Latest version
git:20261105.6804525, committed Nov 5, 2026
First version recorded
Aug 8, 2026
Size
39,014 bytes
Repository stars
14
License
none declared

The definitive source of truth for all coding conventions, environment constraints, and architecture layouts in the SICTIC-AI repository. The AI must review this skill before writing, modifying, or refactoring any Python code to ensure strict adherence.

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

# Standards and Architecture

This skill defines repository technical contracts. Read it before modifying code.

Follow the repository-root [AGENTS.md](../../AGENTS.md) for scope,
approval, implementation review and verification procedures.

See [Architecture and layout reference](references/architecture.md)
for the storage layout, module map and skill-directory example.

## Environment and common conventions

- Execute Python through the `sictic-env` Conda environment, bootstrapped
  from `environment.yml` by `install.sh`.
- The installer adds the repository root through a `.pth` file, so
  `skills` and `lib` imports work from any CWD without `PYTHONPATH`.
- Python files and skill packages use lowercase snake_case names.
  Dataset names are lowercase.
- Functions instantiate single-use dependencies unless sharing persistent
  state such as a database connection pool. Preserve existing optional client
  and storage injection points for testing and caller-owned resources.

## People: identity, evidence and workflows

### Canonical person object

Use [lib.people.model.Person](../../lib/people/model.py) between discovery,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ducroo/sictic-ai/standards_and_architecture@sha256:8a63694e2a36acee

The line at the top of this page pins the label git:20261105.6804525, 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_axzsy4kiaa5ik3xm.svg)](https://markdownregistry.com/a/art_axzsy4kiaa5ik3xm)

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

Versions

The registry has recorded 28 versions of this file, between Aug 8, 2026 and Nov 5, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261105.6804525 latest2026-11-05 6804525 39,014 BA view · diff
git:20261104.cb2837b2026-11-04 cb2837b 38,858 BA view · diff
git:20261104.9f0aaee2026-11-04 9f0aaee 38,622 BA view · diff
git:20261104.acd24f32026-11-04 acd24f3 38,238 BA view · diff
git:20261101.a39418b2026-11-01 a39418b 38,177 BA view · diff
git:20261101.833ed0e2026-11-01 833ed0e 38,018 BA view · diff
git:20261031.0f62d662026-10-31 0f62d66 37,319 BA view · diff
git:20261031.db429bd2026-10-31 db429bd 37,027 BA view · diff
git:20261031.3504b0b2026-10-31 3504b0b 36,382 BA view · diff
git:20261020.c9d13dd2026-10-20 c9d13dd 36,090 BA view · diff
git:20261020.2bc152e2026-10-20 2bc152e 35,856 BA view · diff
git:20261020.49a1c462026-10-20 49a1c46 34,339 BA view · diff
git:20260928.c5626d22026-09-28 c5626d2 33,458 BA view · diff
git:20260927.0760aad2026-09-27 0760aad 33,256 BA view · diff
git:20260927.06e228c2026-09-27 06e228c 33,180 BA view · diff
git:20260926.f6a91a72026-09-26 f6a91a7 31,729 BA view · diff
git:20260926.8e119982026-09-26 8e11998 31,527 BA view · diff
git:20260924.7fde4f52026-09-24 7fde4f5 31,451 BA view · diff
git:20260924.d81a69e2026-09-24 d81a69e 31,050 BA view · diff
git:20260915.5e284042026-09-15 5e28404 29,688 BA view · diff
git:20260912.cdc99922026-09-12 cdc9992 27,663 BA view · diff
git:20260907.65e43742026-09-07 65e4374 24,956 BA view · diff
git:20260906.f9cef192026-09-06 f9cef19 23,540 BA view · diff
git:20260905.b17d4312026-09-05 b17d431 19,529 BA view · diff
git:20260902.af2a47c2026-09-02 af2a47c 19,142 BA view · diff
git:20260827.f461b402026-08-27 f461b40 19,160 BA view · diff
git:20260819.8f0a1472026-08-19 8f0a147 19,481 BA view · diff
git:20260808.0f4be9b2026-08-08 0f4be9b 19,204 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 (39014 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

ducroo/sictic-ai · 14 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_axzsy4kiaa5ik3xm
GET https://markdownregistry.com/api/v1/resolve?ref=ducroo/sictic-ai/standards_and_architecture
GET https://markdownregistry.com/api/v1/blob/8a63694e2a36acee264c58155c28255d7e64fd2ade41fa33bca9c080c2e3e794

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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