process-tiering SKILL.md skillA
process-tiering from vmobifystudio/app-dev-team is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vmobifystudio/app-dev-team/process-tiering@git:20260810.958b327Pins git:20260810.958b327 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vmobifystudio/app-dev-team
- Path
skills/process-tiering/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260810.958b327, committed Aug 10, 2026
- Size
- 4,450 bytes
- Repository stars
- 5
- License
- MIT
Use when sizing a ticket at planning time, and when calibrating how much review ceremony a diff needs. Maps the studio's existing XS/S/M/L/XL estimate to how much process a ticket carries — a one-line fix should not walk the same PRD-to-impl-spec pipeline as a multi-screen feature. Triggers from sprint-planner (at ticket creation) and code-reviewer (at review time).
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
# Process tiering Mined from studying `rsmdt/the-startup` (tiered Direct/Standard/Factory dispatch) and `olehsvyrydov/AI-development-team` (`change_classes` → `track` mapping) — both scale process weight to task size instead of running the same ceremony on everything. This studio already has the input those systems built new fields for: `cpo`'s backlog already estimates every item **XS/S/M/L/XL** (`agents/cpo.md`), and `board.mjs add --estimate` already carries it onto the ticket. This skill is the mapping from that existing field to how much process the ticket actually needs — no new field, no new ticket state. ## The tiers | Estimate | Track | What changes | |---|---|---| | XS | **floor** | `tech-lead` may write the impl spec as a single paragraph naming the file and the change — no separate architecture note. `code-reviewer` still runs the full review, but §4b's on-device-measurement and round-trip-execution requirement applies **only if** the change touches a value a user supplies, sees, or is told (§4b's own trigger condition, unchanged) — most XS tickets don't. | …
Read the whole file at its exact version.
How to install
mdr add vmobifystudio/app-dev-team/process-tiering@sha256:57294bb0fa9c4f1dThe line at the top of this page pins the label git:20260810.958b327, 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_i7mu4n3hgf265s6a)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 10, 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 (4450 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
vmobifystudio/app-dev-team · 5 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i7mu4n3hgf265s6a GET https://markdownregistry.com/api/v1/resolve?ref=vmobifystudio/app-dev-team/process-tiering GET https://markdownregistry.com/api/v1/blob/57294bb0fa9c4f1d086adcf190d8baa40fccf2d4b73ef6e80f6b46756f59b246
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.