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You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
techsmith-cost-tuningOptimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity. Use when sizing Snagit or Camtasia operations without inventing API usage pricing. Trigger with "TechSmith cost tuning", "Camtasia capacity cost", or "Snagit license optimization".
Independent GitHub snapshot · Automated classification · Original documentation governs
name: techsmith-cost-tuning description: >- Optimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity. Use when sizing Snagit or Camtasia operations without inventing API usage pricing. Trigger with "TechSmith cost tuning", "Camtasia capacity cost", or "Snagit license optimization". argument-hint: "[inventory-path] [planning-window]" allowed-tools: Read, Glob, Grep, WebFetch, Write, Edit version: 1.6.0 author: Jeremy Longshore jeremy@intentsolutions.io license: MIT tags:
This skill treats cost as a desktop fleet and media-lifecycle problem. TechSmith's supported Snagit/Camtasia automation is not a metered public API, so optimization focuses on approved license models, active seats, workstation time, local scratch, retained artifacts, and support burden.
Use Read, Glob, and Grep to inspect local scripts, manifests, logs, and tests. Use WebFetch only for current primary TechSmith documentation. Use Write or Edit only after confirming the target repository file and approval boundary.
TechSmith desktop activation is not API authentication. Resolve individual sign-in versus business-key or approved offline activation before execution. Redact all keys, account identifiers, activation artifacts, and sensitive endpoint details.
Do not share a single-user credential across workers, deactivate users automatically, or treat an observed install as proof of entitlement.
Return entitlement counts, measured utilization, unit-cost assumptions, capacity risks, retention savings, recommended action, owner, and review date.
| Condition | Response |
|---|---|
| Entitlement data incomplete | Report a range and request the authoritative contract inventory. |
| Costs are stale | Recheck the vendor quote or agreement before recommending purchase. |
| Queue savings reduce reliability | Restore headroom and prioritize deterministic canaries over utilization. |
| License reassignment disputed | Stop and route to the contract or procurement owner. |
The example below shows the minimum redacted evidence expected from a successful invocation of this operator workflow.
licensed_workers=4; peak_required=3; export_rework=12%; recommendation=fix-version-drift-before-adding-seat