implement-from-requirements SKILL.md skillA
implement-from-requirements from ensodynamics/enso-method is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ensodynamics/enso-method/implement-from-requirements@git:20261102.32695c3Pins git:20261102.32695c3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ensodynamics/enso-method
- Path
skills/implement-from-requirements/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261102.32695c3, committed Nov 2, 2026
- First version recorded
- Oct 21, 2026
- Size
- 59,758 bytes
- Repository stars
- 6
- License
- MIT
Default implementation skill — load full PRD and Technical Design context, size the work for a single AI session, split it into phases if too large (via phase-split, without stopping to ask) and carry on with the first leaf phase in the same chat, then implement, test, run deliverable review, harden the tests, commit, run the refactor pass, and push a feature branch. The "go build it" skill that runs after the requirements are ready.
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
# Implement From Requirements The default skill for taking implementation-ready requirements and producing working, tested code. This skill assumes the requirements have already been refined (typically via `autonomous-design-refinement`, or `implementation-readiness-check` for a human checkpoint). Its job is to load full context, decide whether the work fits in one AI session, phase it if not, then implement, test, and verify the deliverable. The normal handoff runs `phase-split` before this skill, producing a phase plan or an explicit decision that no split is needed. Callers may also invoke this skill without having done that planning. Always run the sizing gate below before building: it handles both omitted phase planning and work that outgrows an existing plan, invoking `phase-split` when needed. …
Read the whole file at its exact version.
How to install
mdr add ensodynamics/enso-method/implement-from-requirements@sha256:1d7b3691a213466fThe line at the top of this page pins the label git:20261102.32695c3, 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_4za2aujxtsqtjna3)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Oct 21, 2026 and Nov 2, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.32695c3 latest | 2026-11-02 | 32695c3 | 59,758 B | A | view · diff |
| git:20261027.b46e48d | 2026-10-27 | b46e48d | 59,569 B | A | view · diff |
| git:20261027.66c352a | 2026-10-27 | 66c352a | 59,054 B | A | view · diff |
| git:20261027.1b24ce8 | 2026-10-27 | 1b24ce8 | 58,983 B | A | view · diff |
| git:20261026.9ffab64 | 2026-10-26 | 9ffab64 | 58,901 B | A | view · diff |
| git:20261025.35e2a7d | 2026-10-25 | 35e2a7d | 58,803 B | A | view · diff |
| git:20261023.bb10f2d | 2026-10-23 | bb10f2d | 59,025 B | A | view · diff |
| git:20261021.19f2a12 | 2026-10-21 | 19f2a12 | 58,659 B | A | view · diff |
| git:20261021.288f2bc | 2026-10-21 | 288f2bc | 59,465 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 (59758 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
ensodynamics/enso-method · 6 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4za2aujxtsqtjna3 GET https://markdownregistry.com/api/v1/resolve?ref=ensodynamics/enso-method/implement-from-requirements GET https://markdownregistry.com/api/v1/blob/1d7b3691a213466ff497d84d4dbfdd2f7ac3424279736255cc96a2ef90496d03
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.