Day 58 · Locked · Course Buyer: Part 2 or BundleBoss: Context Template Library — practice-ready

Course-aligned lesson expansion from original Day 58. Cluster: D52-D58 Template Testing / Revision. This page uses the previous and next artifacts to keep the practice connected.

AI Ages Day 58

Part 2 | D52-D58 Template Testing / Revision | manager synthesis

Day 58: Boss: Context Template Library

Synthesize D31-D57 into a context template library with evidence quality, reusable condition, repair action, and D59 readiness.

15mcore path
30mdeep path
8fields
1artifact
Current path: complete three rows plus summary and handoff candidate.
V1Scenario

Concrete workplace scenario

A manager wants a Context Template Library, not a pile of drafts. The library must select reusable candidates, show evidence quality, name repair needs, and prepare D59 review.

The trap is calling everything a library because many files exist. D58 must approve, hold, or repair candidates based on testing, stability, README, and capability evidence.

V2Worked answer before the table

Worked answer

Bad example first: the plausible shortcut fails

Weak example

“The library is complete because all template artifacts are collected.”

What goes wrong

The weak version contains complete, all template artifacts, no reusable condition, no D59 repair plan.

Work-ready version: use the day rule

Library candidate

What is reusable enough to keep.

Reusable condition

When it may be used.

D59 readiness

Approve, repair, hold, or escalate.

V3Decision fork

Quick decision check

Template library selects candidates by evidence, condition, and maintenance readiness

Use this rule before filling the build table. The goal is tested, revised, documented template evidence that can become a managed library asset.

Library candidate

What is reusable enough to keep.

Reusable condition

When it may be used.

D59 readiness

Approve, repair, hold, or escalate.

TRACEToday’s workflow trace

Template testing and library workflow trace

RESULTToday’s visible result

Before / after: what changed in your work?

Before learning

After learning

What AI-in-workflow means today

Q1Case

Workplace case

A manager wants a Context Template Library, not a pile of drafts. The worker must select reusable templates, verify evidence quality, note repair needs, and decide what is ready for Part 2 close.

Main learning job

Synthesize D31-D57 into a context template library with evidence quality, reusable condition, repair action, and D59 readiness.

Failure mode

Calling a set of templates a library before testing evidence quality, reuse conditions, and repair needs.

TRYMicro-practice

Library shelf manager view

A manager sees reusable templates, conditions, known weak points, repair queue, and D59 readiness. The library is a shelf with labels, not a pile of files.

Decision check

Which shelf label protects reuse?

Your move

Q2Chain

Artifact handoff

Received: D31-D57 context-template artifacts

Hands off: D59 Monthly Review / part2_gap_repair_plan.md

Redline: Do not add a template to the library unless evidence quality, reusable condition, repair status, and maintenance readiness are 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

D58 multi-evidence library sample rows

This sample is tied to Day 58: Boss: Context Template Library. This synthesis uses the D52-D57 evidence chain without exposing internal generation notes.

No.Previous day / upstream artifactLibrary candidate / selected componentEvidence qualityLimitation / weak pointReusable conditionRepair actionManager decisionMaintenance / D59 readiness
1D31-D37 Context Template v1First context template v1 with task/context/review fieldsPartial / needs repairV1 lacks full input-output contract by itselfReusable as historical seed only after D44 contract is attachedKeep as v1 reference; do not approve aloneUse internally onlyRepair before D59
2D44 Input-Output Contract PackRequired inputs, naming, output, format, failure repair, filled exampleStrong / traceableTested mainly on renewal/escalation patternReusable for evidence-backed manager summariesCarry into library as contract layerApprove library candidateReady for D59 with maintenance note
3D51 Examples + Boundary PackGood/anti examples, few-shot boundaries, escalation, checklistStrong / traceableNeeds testing across more input variationReusable as safety layer before template testsUse as D52 test seed evidenceApprove library candidateReady for D59 with maintenance note
4D52 Three-input Test SetNormal/failure/boundary input coverageStrong / traceableOnly three initial input types coveredReusable as minimum stability test patternAdd more test inputs during D59 if neededApprove library candidateReady for D59 with maintenance note
5D53 Failure Sample LogUnsupported inference failure sampleStrong / traceableOnly one failure family logged so farReusable as failure-driven repair evidenceAdd second failure type laterRepair firstRepair before D59
6D54 Context Template v2 RevisionV2 revision linked to unsupported inference failurePartial / needs repairMust be compared before library approvalReusable only with D55 comparison evidencePair with D55 before D59 closeRepair firstRepair before D59
7D55 Stability ComparisonV1 vs V2 comparison on same boundary inputStrong / traceableRemaining risk for ambiguous evidence notesReusable as stability proof for D56 READMEKeep risk note in library READMEApprove library candidateReady for D59 with maintenance note
8D56 Template README + D57 Capability NoteREADME, maintenance note, and capability statement with limitsStrong / traceableCapability limited to tested evidence-backed summariesReusable for manager handoff and D60 diagnosticKeep limitation visible in D59/D60Approve library candidateReady for D59 with maintenance note

No. 1

Previous day / upstream artifact
D31-D37 Context Template v1
Library candidate / selected component
First context template v1 with task/context/review fields
Evidence quality
Partial / needs repair
Limitation / weak point
V1 lacks full input-output contract by itself
Reusable condition
Reusable as historical seed only after D44 contract is attached
Repair action
Keep as v1 reference; do not approve alone
Manager decision
Use internally only
Maintenance / D59 readiness
Repair before D59

No. 2

Previous day / upstream artifact
D44 Input-Output Contract Pack
Library candidate / selected component
Required inputs, naming, output, format, failure repair, filled example
Evidence quality
Strong / traceable
Limitation / weak point
Tested mainly on renewal/escalation pattern
Reusable condition
Reusable for evidence-backed manager summaries
Repair action
Carry into library as contract layer
Manager decision
Approve library candidate
Maintenance / D59 readiness
Ready for D59 with maintenance note

No. 3

Previous day / upstream artifact
D51 Examples + Boundary Pack
Library candidate / selected component
Good/anti examples, few-shot boundaries, escalation, checklist
Evidence quality
Strong / traceable
Limitation / weak point
Needs testing across more input variation
Reusable condition
Reusable as safety layer before template tests
Repair action
Use as D52 test seed evidence
Manager decision
Approve library candidate
Maintenance / D59 readiness
Ready for D59 with maintenance note

No. 4

Previous day / upstream artifact
D52 Three-input Test Set
Library candidate / selected component
Normal/failure/boundary input coverage
Evidence quality
Strong / traceable
Limitation / weak point
Only three initial input types covered
Reusable condition
Reusable as minimum stability test pattern
Repair action
Add more test inputs during D59 if needed
Manager decision
Approve library candidate
Maintenance / D59 readiness
Ready for D59 with maintenance note

No. 5

Previous day / upstream artifact
D53 Failure Sample Log
Library candidate / selected component
Unsupported inference failure sample
Evidence quality
Strong / traceable
Limitation / weak point
Only one failure family logged so far
Reusable condition
Reusable as failure-driven repair evidence
Repair action
Add second failure type later
Manager decision
Repair first
Maintenance / D59 readiness
Repair before D59

No. 6

Previous day / upstream artifact
D54 Context Template v2 Revision
Library candidate / selected component
V2 revision linked to unsupported inference failure
Evidence quality
Partial / needs repair
Limitation / weak point
Must be compared before library approval
Reusable condition
Reusable only with D55 comparison evidence
Repair action
Pair with D55 before D59 close
Manager decision
Repair first
Maintenance / D59 readiness
Repair before D59

No. 7

Previous day / upstream artifact
D55 Stability Comparison
Library candidate / selected component
V1 vs V2 comparison on same boundary input
Evidence quality
Strong / traceable
Limitation / weak point
Remaining risk for ambiguous evidence notes
Reusable condition
Reusable as stability proof for D56 README
Repair action
Keep risk note in library README
Manager decision
Approve library candidate
Maintenance / D59 readiness
Ready for D59 with maintenance note

No. 8

Previous day / upstream artifact
D56 Template README + D57 Capability Note
Library candidate / selected component
README, maintenance note, and capability statement with limits
Evidence quality
Strong / traceable
Limitation / weak point
Capability limited to tested evidence-backed summaries
Reusable condition
Reusable for manager handoff and D60 diagnostic
Repair action
Keep limitation visible in D59/D60
Manager decision
Approve library candidate
Maintenance / D59 readiness
Ready for D59 with maintenance note
EXWorked answer

Worked answer example before you build

The boss sees value and limits at the same time.

Library item

Manager update template

Manager label

Reusable for internal weekly updates; weak point: customer-facing tone untested.

Q3Build

Build context_template_library.md

Core path: complete three rows. Deep path: complete three rows. Blank required fields create export warnings.

No.Previous day / upstream artifactLibrary candidate / selected componentEvidence qualityLimitation / weak pointReusable conditionRepair actionManager decisionMaintenance / D59 readiness
1
2
3
Q4Summary

Summary / decision

Q5Handoff

Downstream handoff candidate

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: Library includes all templates from Part 2.

Repair move: Select candidates, cite evidence quality, name reusable condition, repair action, manager decision, and D59 readiness.

Better row: Approve v2 renewal-risk template only when current CRM source is present; hold audience-field variant for D59 repair.

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

Choose the row most likely to fail before AI use.

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 select library candidates instead of collecting all artifacts?
  • Does it name evidence quality, reusable condition, repair action, manager decision, and D59 readiness?
  • Would D59 know which gaps or repairs to review before Part 2 close?

What this artifact proves: This file proves the learner can synthesize Part 2 template work into a manager-decidable Context Template Library.

Weak export: Library includes all templates from Part 2.

Good export: Approve v2 renewal-risk template only when current CRM source is present; hold audience-field variant for D59 repair.

Click Generate Markdown to create context_template_library.md.
Course path

D52-D58 Template Testing / Revision

Continue with a day-specific practice example and handoff.