jarvis-at-skic
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4.2 KiB
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58 lines
4.2 KiB
Plaintext
---
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id: index
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slug: /measurement
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title: Skills Measurement
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sidebar_label: Measurement
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description: Registry of available candidate KPIs and metrics, their applicability, evidence requirements, calculations and limitations.
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pagination_prev: stage-01-skills-adoption
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pagination_next: baseline
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hide_table_of_contents: true
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---
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import ArchifyDiagram from '@site/src/components/ArchifyDiagram';
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<div className="strategy-content">
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Browse available candidate KPIs and metrics. Registry inclusion does not require a metric to be used, collected or baselined. Count use separately from outcomes—more use does not by itself mean better work.
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<ArchifyDiagram name="strategy-measurement" title="An optional metric registry: browse distinct questions and inspect each contract" story />
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**Target operating model — candidate definitions, not installed telemetry or a collection plan.** Proposed owners and cadences in the contracts apply only if selected and agreed for a workflow.
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## Read a candidate contract
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Each entry explains meaning and applicability, calculation, required inputs and evidence, exclusions, missing-evidence behavior, limitations and implementation status. Selection measures concern qualification; coverage and adoption concern reach; DORA measures concern service delivery. Outcome, safety, cost, experience and maintenance measures retain their distinct populations. A delivery metric need not fit a non-delivery workflow.
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To select a relevant subset and establish actual starting evidence, use [Baseline](../baseline.mdx). Pilot application belongs to [Adoption](../skills-adoption.mdx); ongoing interpretation belongs to [Maintenance](../skills-maintenance.mdx).
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## Metric definitions
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There are **16 contracts: 9 prototype calculations and 7 unimplemented metrics**. The prototype has no network collectors. None of these counts establishes live telemetry.
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The nine calculations cover task success, selection precision and recall, change fail rate, deployment rework, escaped quality, policy effects, cost and the primary human-experience item. The seven omissions are supported bundle coverage, approved-workflow adoption, change lead time, deployment frequency, failed deployment recovery time, substantive-review coverage and workflow-specific business acceptance.
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Each contract is a prospective definition, not a rollout obligation. No live source or observed baseline is established. N and D refer to the numerator and denominator shown for that metric.
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1. [Validated task success](./validated-task-success.mdx) — prototype calculation
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2. [Skill selection precision](./skill-selection-precision.mdx) — prototype calculation
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3. [Skill selection recall](./skill-selection-recall.mdx) — prototype calculation
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4. [Supported bundle coverage](./supported-bundle-coverage.mdx) — unimplemented metric
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5. [Approved-workflow adoption](./approved-workflow-adoption.mdx) — unimplemented metric
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6. [Change lead time](./change-lead-time.mdx) — unimplemented metric
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7. [Deployment frequency](./deployment-frequency.mdx) — unimplemented metric
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8. [Change fail rate](./change-fail-rate.mdx) — prototype calculation
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9. [Failed deployment recovery time](./failed-deployment-recovery-time.mdx) — unimplemented metric
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10. [Deployment rework rate](./deployment-rework-rate.mdx) — prototype calculation
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11. [Changes with escaped quality issues](./changes-with-escaped-quality-issues.mdx) — prototype calculation
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12. [Confirmed policy effects](./confirmed-policy-effects.mdx) — prototype calculation
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13. [Cost per accepted outcome](./cost-per-accepted-outcome.mdx) — prototype calculation
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14. [Verification confidence and cognitive load](./verification-confidence-and-cognitive-load.mdx) — prototype calculation
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15. [Skills within substantive review window](./skills-within-substantive-review-window.mdx) — unimplemented metric
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16. [Workflow-specific business acceptance](./workflow-specific-business-acceptance.mdx) — unimplemented metric
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Read [Collection and safeguards](./collection-and-safeguards.mdx) for shared interpretation, event and privacy rules. [Run the synthetic measurement example](./synthetic-example.mdx) for reproducible arithmetic and limits.
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**Next:** [Establish a relevant workflow baseline →](../baseline.mdx)
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</div>
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