feature-engineering SKILL.md skillA
feature-engineering from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robsonkades/agent-skills/feature-engineering@git:20261016.c769bd8Pins git:20261016.c769bd8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robsonkades/agent-skills
- Path
skills/feature-engineering/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261016.c769bd8, committed Oct 16, 2026
- First version recorded
- Sep 6, 2026
- Size
- 14,026 bytes
- Repository stars
- 3
- License
- Apache-2.0
Owning a Product Feature or Tech Feature from definition intake to completion review: selecting proportionate depth, routing iterative analysis and explicit returns, holding readiness gates, and keeping versioned evidence another engineer can resume. Use when feature implementation is being prepared, resumed, or validated and its scope, contracts, decisions, or completion need a trustworthy lifecycle. Does not co-author the initial feature brief (collaborative-feature-definition), own any…
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
# Feature Engineering ## Purpose Prevent two opposite failures: implementation beginning before intent, contracts, and authority are settled; and every small feature receiving the same ceremony as a migration or public contract. The lifecycle has a stable forward spine and explicit return paths. How much analysis a feature earns, and what a new finding invalidates, are the judgements. A phase is never repeated for ceremony; it is reopened when evidence makes a downstream artefact stale. ## Workflow 1. **Run definition intake from the current state.** Follow a supplied feature record or the repository's existing feature index before creating another dossier. On resumption, start with its progress entry and the authoritative inputs for the next work. Establish the endpoint and existing authorization from the request and session: analysis, a plan, implementation, or a review. A planning-only or findings-only task ends with that deliverable; the lifecycle does not authorize subsequent implementation. Reuse authorization already supplied for full delivery. Identify the accepted Product intent and available …
Read the whole file at its exact version.
How to install
mdr add robsonkades/agent-skills/feature-engineering@sha256:21ba9a38dc067be0The line at the top of this page pins the label git:20261016.c769bd8, 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_iplsgpher3iiru63)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 6, 2026 and Oct 16, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.c769bd8 latest | 2026-10-16 | c769bd8 | 14,026 B | A | view · diff |
| git:20260927.9ecadfd | 2026-09-27 | 9ecadfd | 12,497 B | A | view · diff |
| git:20260923.832673e | 2026-09-23 | 832673e | 11,069 B | A | view · diff |
| git:20260911.37b054b | 2026-09-11 | 37b054b | 9,953 B | A | view · diff |
| git:20260906.e6ad4bd | 2026-09-06 | e6ad4bd | 9,774 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 (14026 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
robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_iplsgpher3iiru63 GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/feature-engineering GET https://markdownregistry.com/api/v1/blob/21ba9a38dc067be0637b7f079d69a1ade5fbbbba4801675009eacd84db07ffa9
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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