python-data-pipelines SKILL.md skillA
python-data-pipelines from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add peterbamuhigire/chwezi-dev-engine/python-data-pipelines@git:20260924.29cdc2bPins git:20260924.29cdc2b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- peterbamuhigire/chwezi-dev-engine
- Path
skills/languages/python-data-pipelines/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260924.29cdc2b, committed Sep 24, 2026
- First version recorded
- May 19, 2026
- Size
- 13,900 bytes
- Repository stars
- 28
- License
- MIT
Use when building ETL jobs, document intelligence pipelines, OCR, PDF/Excel ingestion, image/media processing, or external-API sync pipelines in Python — idempotent scheduled jobs with validation, dead-letter queues, and multi-tenant isolation.
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
# Python Data Pipelines Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178. <!-- dual-compat-start --> ## Use When - Use when building ETL jobs, document intelligence pipelines, OCR, PDF/Excel ingestion, image/media processing, or external-API sync pipelines in Python — idempotent scheduled jobs with validation, dead-letter queues, and multi-tenant isolation. ## Evidence Produced | Category | Artifact | Format | Example | |----------|----------|--------|---------| | Data safety | ETL job spec | Markdown doc covering source contracts, idempotency, DLQ handling, and retention | `docs/python/etl-spec-orders.md` | | Operability | Pipeline runbook | Markdown doc per `skill-composition-standards/references/runbook-template.md` covering schedule, retries, and DLQ inspection | `docs/python/etl-runbook.md` | ## References - Use the `references/` directory for deep detail after reading the core workflow below. <!-- dual-compat-end --> Bring data into the SaaS from outside systems and unstructured inputs — APIs, files, images, PDFs — and transform it for downstream use. Every pipeline here is idempotent, validated, and observable. …
Read the whole file at its exact version.
How to install
mdr add peterbamuhigire/chwezi-dev-engine/python-data-pipelines@sha256:56cff25f403b2ed7The line at the top of this page pins the label git:20260924.29cdc2b, 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_wvnfywrokskhmwmd)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 19, 2026 and Sep 24, 2026, about one every 43 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.29cdc2b latest | 2026-09-24 | 29cdc2b | 13,900 B | A | view · diff |
| git:20260907.1b775c1 | 2026-09-07 | 1b775c1 | 13,640 B | A | view · diff |
| git:20260718.4d4f6c1 | 2026-07-18 | 4d4f6c1 | 13,634 B | A | view · diff |
| git:20260519.0f7f756 | 2026-05-19 | 0f7f756 | 14,548 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 (13900 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
peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wvnfywrokskhmwmd GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/python-data-pipelines GET https://markdownregistry.com/api/v1/blob/56cff25f403b2ed7619d808246739237585679fe9fdf1b6cfe17899d94ecf5b7
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.