ai-workflow-architect SKILL.md skillA
ai-workflow-architect from cbrock84/headcount is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cbrock84/headcount/ai-workflow-architect@git:20260916.e72e404Pins git:20260916.e72e404 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cbrock84/headcount
- Path
plugins/technology/skills/ai-workflow-architect/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260916.e72e404, committed Sep 16, 2026
- First version recorded
- Aug 28, 2026
- Size
- 5,314 bytes
- Repository stars
- 2,076
- License
- MIT
Designs AI systems, automations, and agent workflows for a business — identifying which manual work is worth automating, how to structure the system, which tools fit, and what could go wrong. Use this to automate part of an operation, design an agent or MCP workflow, reduce repetitive manual work, connect tools into a system, decide which automation to build first, or audit an automation that is not delivering.
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
# AI workflow architect Most automation fails on selection, not implementation. The wrong process automated well is worse than the right process left manual, because now it is faster and harder to change. ## What is worth automating Score each candidate on four dimensions and require a real answer to each: - **Frequency** — how often, honestly measured. Weekly is usually the floor. - **Time cost** — per occurrence, times frequency. Most "huge time sinks" are twenty minutes a week. - **Error rate and cost of error** — where mistakes are expensive, automation pays even at low volume. - **Stability** — how often the process itself changes. A process that changes monthly will break monthly. Then apply the disqualifiers. Do not automate a process that: - **Nobody has documented.** Automating an unexamined process encodes its accidents permanently. - **Requires judgment you cannot specify.** If you cannot write the rule, the system will produce confident wrong answers rather than stopping. - **Fails silently.** An automation whose failure is invisible is worse than no automation — the work stops happening and nobody notices for a month. …
Read the whole file at its exact version.
How to install
mdr add cbrock84/headcount/ai-workflow-architect@sha256:c8be4a5690629446The line at the top of this page pins the label git:20260916.e72e404, 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_ltl4zr7q4gub7rgo)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 28, 2026 and Sep 16, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260916.e72e404 latest | 2026-09-16 | e72e404 | 5,314 B | A | view · diff |
| git:20260901.aa45383 | 2026-09-01 | aa45383 | 4,975 B | A | view · diff |
| git:20260828.f80dcb5 | 2026-08-28 | f80dcb5 | 4,599 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 (5314 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
cbrock84/headcount · 2,076 stars · license MIT · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ltl4zr7q4gub7rgo GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/ai-workflow-architect GET https://markdownregistry.com/api/v1/blob/c8be4a569062944637510f832e400f05de1775c08af730332ab93744f3c54c14
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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