Assessment Design Orchestrator Agent Skill

Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and…

Context cost
4.7k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 18.6 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—v1.0
Servers it uses
Noneruns standalone

What it does

Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks. Use when a teacher needs help choosing how to assess.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

assessmentauthentic-assessmentcomposite-frameworkemerging-evidenceformative-assessmentorchestratorpractitioner-frameworkrubric

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md18.6 kB · preview
--- # AGENT SKILLS STANDARD FIELDS (v2) name: assessment-design-orchestrator disable-model-invocation: false user-invocable: true effort: high # EXISTING FIELDS skill_id: "original-frameworks/assessment-design-orchestrator" skill_name: "Assessment Design Orchestrator" domain: "original-frameworks" version: "1.0" evidence_strength: "emerging" evidence_sources: - "Black & Wiliam (1998) — Inside the Black Box (formative assessment, effect size ~0.66)" - "Wiliam (2011) — Embedded Formative Assessment" - "Wiggins (1998) — Educative Assessment (authentic assessment design)" - "Sadler (1989) — Formative assessment and the design of instructional systems" - "Hattie & Timperley (2007) — The power of feedback" - "Messick (1989) — Validity (unified validity framework)" - "Topping (2009) — Peer assessment (meta-analysis)" - "Zimmerman (2002) — Self-regulated learning and self-assessment" - "Manning (2023-2026) — REAL School rubric logic and competency assessment (practitioner framework)" input_schema: required: - field: "learning_goal" type: "string" - field: "context" type: "string" - field: "assessment_purpose" type: "string" optional: - field: "learner_variability" type: "string" - field: "time_in_unit" type: "string" - field: "constraints" type: "string" - field: "pathway_choice" type: "string" output_schema: type: "object" fields: - field: "pathway_options" type: "array" - field: "recommended_pathway" type: "object" - field: "assessment_design" type: "object" - field: "validity_check" type: "array" - field: "equity_check" type: "array" - field: "stop_checks" type: "array" chains_well_with: - "formative-assessment-technique-selector" - "assessment-validity-checker" - "gap-analysis-from-student-work" - "differentiation-adapter" - "self-regulation-scaffold-generator" - "inclusive-design-orchestrator" - "udl-barrier-anticipator" teacher_time: "10-15 minutes" tags: ["orchestrator", "composite-framework", "practitioner-framework", "emerging-evidence", "assessment", "formative-assessment", "rubric", "authentic-assessment", "peer-assessment", "diagnostic", "validity", "equity"] ---
83# Assessment Design Orchestrator
84
85## What This Skill Does
86
87Helps teachers navigate the question "how should I assess this?" — a question whose answer depends heavily on what is being assessed, why, and in what context. The orchestrator presents five assessment design pathways, recommends a fit based on the teacher's situation, and coordinates the relevant component skills for the selected pathway.
88
89Use this when the assessment decision is not yet made. If you already know you need a rubric, use criterion-referenced-rubric-generator directly. Use this orchestrator when the type of assessment itself is uncertain.
90
91Do not use this orchestrator before learning goals are clear. Assessment design begins with the learning, not the instrument.
92
93## Evidence Foundation
94
95The five pathways draw from well-established assessment research traditions. Formative assessment: Black & Wiliam (1998), effect size ~0.66, and Wiliam (2011). Authentic assessment: Wiggins (1998) and Sadler (1989) on criteria and feedback. Validity: Messick (1989) unified validity framework — the principle that assessment must measure what it claims to measure runs through every pathway. Peer and self-assessment: Topping (2009) meta-analysis and Zimmerman (2002) on self-regulated learning. Feedback: Hattie & Timperley (2007).
96
97## Evidence Space and Strength of Evidence
98
99This is a composite practitioner framework. It coordinates several evidence-informed assessment traditions, but the exact pathway architecture — including routing logic, handoff structure, and integrated validity and equity checks — has not been evaluated as a complete intervention. Use it as an assessment design scaffold, not as a claim that this sequence reliably produces specified outcomes.
100
101### Component Evidence
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md2,477 words
Files1
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈930
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,720
on trigger
The instruction body, read only when the skill fires.
2.3%
of a 200k window
Ten skills this size would take about 23% of the window before you open a file.
050k100k150k200k context window

4.7k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 18.6 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md18.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Assessment Design Orchestrator · 4.7k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/garethmanning-assessment-design-orchestrator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/assessment-design-orchestrator" ] && { [ ! -e .claude/skills/assessment-design-orchestrator ] || { mv .claude/skills/assessment-design-orchestrator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/assessment-design-orchestrator" .claude/skills/ && echo "Installed .claude/skills/assessment-design-orchestrator"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add garethmanning/assessment-design-orchestrator

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/assessment-design-orchestrator/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/garethmanning-assessment-design-orchestrator/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/assessment-design-orchestrator" ] && { [ ! -e ~/.claude/skills/assessment-design-orchestrator ] || { mv ~/.claude/skills/assessment-design-orchestrator "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/assessment-design-orchestrator" ~/.claude/skills/ && echo "Installed ~/.claude/skills/assessment-design-orchestrator" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/assessment-design-orchestrator/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.0
Publishedno release date on file
PriceFree
Referencegarethmanning/assessment-design-orchestrator

Versions

v1.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

—no reviews yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Sign in to review it

A review is tied to an account so it can be answered, edited and taken down by the person who wrote it.

Sign in
Who can post

Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Publisher
Servers0
Claim this skill