production-management SKILL.md skillA
production-management 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/production-management@git:20260916.bc432c0Pins git:20260916.bc432c0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cbrock84/headcount
- Path
verticals/industrial/skills/operations/production-management/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260916.bc432c0, committed Sep 16, 2026
- Size
- 6,044 bytes
- Repository stars
- 2,543
- License
- MIT
Runs the production schedule — sequencing and releasing work, managing work in process and changeovers, and holding the promised date when the floor and the order book disagree. Use this to build or fix a production schedule, decide what to run next, diagnose why lead times are growing while machines look busy, set up OEE or throughput measurement, or choose between make-to-stock and make-to-order for a product line.
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
# Production management The schedule is a promise made to a customer using capacity you do not fully control. Most plants that miss dates are not short of machine hours. They are running a sequence that maximizes utilization on each machine and no one is accountable for the order. ## Sequence is the decision, not the loading Loading answers how much work a resource has. Sequence answers what the customer gets and when, and it is the part usually left to whoever is standing at the machine. Two sequences with identical total hours produce very different outcomes: - **Grouped by setup** — run everything in the same color, material or die together. Maximizes machine output, and pushes any order that does not fit the current group to the back. - **Grouped by due date** — run what is owed soonest. Protects dates, and pays for it in changeovers. Neither is correct in general. What is not acceptable is the choice being made implicitly, shift by shift, by someone with no view of the order book. Decide the rule, write it down, and state what overrides it — because something always will, and an unstated override is how a schedule quietly stops meaning anything. …
Read the whole file at its exact version.
How to install
mdr add cbrock84/headcount/production-management@sha256:f9597110ff482ec1The line at the top of this page pins the label git:20260916.bc432c0, 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_lrv7wrzkihilpuh2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 16, 2026.
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 (6044 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 · 2,543 stars · license MIT · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lrv7wrzkihilpuh2 GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/production-management GET https://markdownregistry.com/api/v1/blob/f9597110ff482ec1d9e14f7f717d2429f9d2a97b8c836be25862e67910952ce5
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.