forward-implementation-first skillA
forward-implementation-first is agent-read markdown (skill) from vuk97/forward-implementation-first: Keeps an agent building and validating real output instead of servicing its own bookkeeping. Use for multi-stage pipelines, capability roadmaps, long-running implementation loops, migrations, staged data or build runs, and any run where administrative hashes, locks, receipts, dashboards, certification markers, or progress metadata can block correct work. Use when an agent refuses to advance, rewinds finished stages, or reruns unchanged work because a marker is missing or stale..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add vuk97/forward-implementation-first/forward-implementation-first@git:20260831.2d4dd7emdr add vuk97/forward-implementation-first/forward-implementation-first@sha256:0cae4d3ec2e2c2c8Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_s5rfttmtas7ncjg2)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260831.2d4dd7e latest | 2026-08-31 | 2d4dd7e | 7,091 B | A | view · diff |
| git:20260829.91fa46a | 2026-08-29 | 91fa46a | 7,129 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 (7091 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
vuk97/forward-implementation-first · 163 stars · license MIT · pushed 2026-08-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s5rfttmtas7ncjg2 GET https://markdownregistry.com/api/v1/resolve?ref=vuk97/forward-implementation-first/forward-implementation-first GET https://markdownregistry.com/api/v1/blob/0cae4d3ec2e2c2c88f51a46d551ee3d31e49134f7f8bee5c1dff4832f49a2541