smicolon/ai-kit · packs/clarify/skills/flow-detector/SKILL.md

flow-detector skillA

flow-detector is agent-read markdown (skill) from smicolon/ai-kit: Analyzes a task description plus the surrounding codebase and produces a list of candidate end-to-end flows. Activates when a developer describes a task using vague verbs (send, notify, sync, handle, process, integrate) without specifying entity, trigger, or recipient. Returns 1 candidate when the flow is unambiguous, 2+ when multiple plausible interpretations exist. Each candidate is a complete proposed execution context, never a question..

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 smicolon/ai-kit/flow-detector@git:20260427.f533809
Exact content
mdr add smicolon/ai-kit/flow-detector@sha256:78dbacf0092dcbcc

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_tbi4c4asgizfh5km.svg)](https://markdownregistry.com/a/art_tbi4c4asgizfh5km)

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Versions

versioncommittedcommitsizeaudit
git:20260427.f533809 latest2026-04-27 f533809 7,444 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 (7444 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

smicolon/ai-kit · 6 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tbi4c4asgizfh5km
GET https://markdownregistry.com/api/v1/resolve?ref=smicolon/ai-kit/flow-detector
GET https://markdownregistry.com/api/v1/blob/78dbacf0092dcbcc6ea5eaf5c33c967ef1b6ceefd96751e28d7a928ea40c86a5

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