naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/intent-driven-development/SKILL.md

intent-driven-development skillA

intent-driven-development is agent-read markdown (skill) from naimkatiman/continuous-improvement: Enforces Law 2 (Plan Is Sacred) of the 7 Laws of AI Agent Discipline. Turn an ambiguous or high-impact change into scoped, verifiable acceptance criteria (observable AC-NNN, explicit in/out scope, named verification methods, and a [revised] protocol that forbids silently dropping a criterion) before or alongside implementation, so the plan that gets built is the plan that was agreed, not an invented default. Use when clarifying a feature, defining acceptance criteria, de-risking a security/data/.

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

Latest version
mdr add naimkatiman/continuous-improvement/intent-driven-development@git:20260627.a431a5d
Exact content
mdr add naimkatiman/continuous-improvement/intent-driven-development@sha256:cf5d9ccf28b6afa7

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ej2cn3ol7xsjoiku.svg)](https://markdownregistry.com/a/art_ej2cn3ol7xsjoiku)

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Versions

versioncommittedcommitsizeaudit
git:20260627.a431a5d latest2026-06-27 a431a5d 12,660 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (12660 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

naimkatiman/continuous-improvement · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ej2cn3ol7xsjoiku
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/intent-driven-development
GET https://markdownregistry.com/api/v1/blob/cf5d9ccf28b6afa700ba5c65305c27fd4e5fa68f1cb0e1b034ec8e86812c999d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.