Part 2 | D52-D58 Template Testing / Revision | normal

Day 57: Stakeholder Capability Brief

Explain what your tested template can help a real reader do, what evidence proves it, where human judgment remains required, and what should happen next.

15mcore path

30mdeep path

8fields

1artifact

Current path: complete three rows plus summary and handoff candidate.

V1Scenario

Concrete workplace scenario

A stakeholder asks what this tested template can actually help them do, where it is safe to use, and what evidence supports that claim.

The trap is writing a motivational reflection. D57 must name the reader, supported work decision, evidence, limits, and next action.

Your first reaction before the work-ready move

V2Worked answer before the table

Worked answer

Bad example first: the plausible shortcut fails

Weak example

“I improved my AI skills and can make better templates.”

What goes wrong

The weak version contains AI skills, better templates, no evidence, no limitation.

Work-ready version: use the day rule

Capability

What professional skill is now demonstrable.

Evidence

Which artifacts prove it.

Limit

Where the capability does not apply yet.

V3Decision fork

Quick decision check

Stakeholder briefs need reader + evidence + limits + next action

Use this rule before filling the build table. The goal is a brief a real reader can use without overclaiming what the template can do.

Capability

What professional skill is now demonstrable.

Evidence

Which artifacts prove it.

Limit

Where the capability does not apply yet.

Your application today

TRACEToday’s workflow trace

Template testing and library workflow trace

Before

AI move

Human check

After

Tomorrow use

RESULTToday’s visible result

Before / after: what changed in your work?

Before learning

After learning

What AI-in-workflow means today

Q1Case

Workplace case

The worker needs a professional capability note that says what they can now do with context templates without overclaiming automation.

Main learning job

Write a stakeholder-readable brief: reader, decision supported, evidence artifacts, human judgment, safe-use boundary, and next action.

Failure mode

Turning a tested template into self-promotion without a reader, decision, evidence, or limits.

TRYMicro-practice

Capability claim ladder

A weak brag says “I automated updates.” A stronger claim names artifact, evidence, review boundary, and limitation.

Decision check

Which claim is honest and strong?

Your move

Q2Chain

Artifact handoff

Received: D56 template_readme.md

Hands off: D58 context_template_library.md

Redline: Do not claim professional capability unless artifact evidence, human judgment, value, and limitation are all visible.

This page uses the previous and next artifacts to keep the practice connected.

TRYDecision fork

Micro-practice: choose the safer next step

Before building the artifact, decide what the template should make easier to review.

EXSample

Day-specific completed sample row

This sample is tied to Day 57: Stakeholder Capability Brief. This row prepares evidence for the Part 2 repair board and later synthesis.

No.	Capability claim	Artifact evidence	Human judgment used	Business value	Limitation	Evidence used	D58 library candidate	Handoff readiness
`1`	`Can build and test reusable context templates for renewal-risk summaries`	`D52-D56 test set, failure log, v2 revision, comparison, README`	`Chose required fields, boundary rules, and review stops`	`Reduces unsupported claims before manager review`	`Tested on limited cases; not a universal automation workflow`	`D52-D56 artifact chain`	`Candidate for D58 context template library`	`Ready for D58`

No. 1

Capability claim

Can build and test reusable context templates for renewal-risk summaries

Artifact evidence

D52-D56 test set, failure log, v2 revision, comparison, README

Human judgment used

Chose required fields, boundary rules, and review stops

Business value

Reduces unsupported claims before manager review

Limitation

Tested on limited cases; not a universal automation workflow

Evidence used

D52-D56 artifact chain

D58 library candidate

Candidate for D58 context template library

Handoff readiness

Ready for D58

EXWorked answer

Worked answer example before you build

The learner can describe capability without overclaiming.

Weak claim

I made AI do reporting

Better claim

Built a reviewed context-template library for manager updates; supports draft summaries with human approval boundary.

Q3Build

Build stakeholder_capability_brief.md

Core path: complete three rows. Deep path: complete three rows. Each row should tell a reader what decision the template supports, what evidence backs it, and where the boundary is. Blank required fields create export warnings.

No.	Capability claim	Artifact evidence	Human judgment used	Business value	Limitation	Evidence used	D58 library candidate	Handoff readiness
1
2
3

Q4Summary

Summary / decision

Strongest result

Limitation

Decision

Next focus

Q5Handoff

Downstream handoff candidate

Selected candidate

Why this candidate

Evidence note

Readiness/repair status

V5Repair pass

Repair one weak test/library row

Use this pass to find the row that would make a template look reusable without enough test evidence, failure repair, stability proof, README guidance, or library readiness.

Repair example

Weak row: I can build better AI templates.

Repair move: Name capability, evidence artifacts, limitation, and professional use case.

Better row: Capability: test-backed template governance; evidence: D52-D56 test/failure/revision/readme; limit: only validated on renewal-risk use case.

Strongest reusable component

Choose the row you would be comfortable carrying into the next day.

Weakest or riskiest row

Choose the row most likely to fail before AI use.

Repair note

Sentence starter: The weak row is weak because ___. I will repair it by adding ___ before using AI.

QXExport artifact

Export artifact

This file is today’s work receipt. It should show which tested template/library component can be reused tomorrow, not just that you filled a table.

Before you export

Does the export name capability, evidence artifacts, limitation, and professional use case?
Does it avoid generic reflection such as improved AI skills?
Would D58 know which capability evidence supports library readiness?

What this artifact proves: This file proves the learner can convert template work into an evidence-backed professional capability note.

Weak export: I can build better AI templates.

Good export: Capability: test-backed template governance; evidence: D52-D56 test/failure/revision/readme; limit: only validated on renewal-risk use case.

Click Generate Markdown to create stakeholder_capability_brief.md.