Vision Skills
Anionex/agent-vision-toolkit
Local vision CLIs: glance (describe/ask/OCR an image), ground (locate a target, pixel box), detect (element inventory), trace (image to SVG geometry), crop (cut a pixel box to a file), and…
Optimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity.
Install Techsmith Cost Tuning
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuning --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .claude/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .claude/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuningType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuning --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .agents/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .agents/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuning --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .cursor/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .cursor/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/techsmith-cost-tuning--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuning --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .gemini/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .gemini/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuningInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .github/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .github/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace techsmith-cost-tuning --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/techsmith-cost-tuning .opencode/skills/techsmith-cost-tuning && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "techsmith-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/techsmith-cost-tuning into .opencode/skills/techsmith-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techsmith-cost-tuning", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
techsmith-cost-tuning- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 420 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Optimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity.
- Works in 6 steps: Reconcile installed products and… → Measure successful workstation-minutes… → Separate mandatory production capacity… → …
- Camtasia operations without inventing API usage pricing
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Techsmith Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; TechSmith product execution requires an approved Windows or macOS desktop as documented
It sits in Productivity & Automation, covering Desktop control. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Camtasia operations without inventing API usage pricing
- With TechSmith cost tuning
- Camtasia capacity cost
- Snagit license optimization
Example prompts
- “TechSmith cost tuning”
- “Camtasia capacity cost”
- “Snagit license optimization”
- “/techsmith-cost-tuning”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; TechSmith product execution requires an approved Windows or macOS desktop as documented
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Reconcile installed products and versions with assigned entitlements without collecting raw keys.
- Measure successful workstation-minutes per output, queue delay, retries, storage churn, and operator intervention.
- Separate mandatory production capacity from burst, development, and disaster-recovery capacity.
- Reduce rework through version pinning, standalone projects, local scratch, approved presets, and canary exports.
- Apply retention tiers to source projects, intermediate files, and validated deliverables; archive only after applications close.
- Model license or hardware changes with current vendor quotes and document the assumptions and rollback.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
support.techsmith.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; TechSmith product execution requires an approved Windows or macOS desktop as documented
From compatibility in the SKILL.md frontmatter.
Context cost
Techsmith Cost Tuning loads about 1.1k tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 420 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 420 words, ~1,128 tokens.
Download SKILL.mdSave it as
.claude/skills/techsmith-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- 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".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; TechSmith product execution requires an approved Windows or macOS desktop as documented
- argument-hint
- [inventory-path] [planning-window]
- version
- 1.6.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- desktop-automation, techsmith, cost
- model
- inherit
- effort
- medium
TechSmith License and Workstation Cost Control
Overview
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.
Prerequisites
- A redacted inventory of product, version, license model, assigned user, and workstation
- Measured queue duration, failure/rework rate, storage growth, and retention
- Current commercial terms from TechSmith or the organization's agreement
- Business owners for license reassignment, archive policy, and service levels
Tool Discipline
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.
Current Contract
- Do not invent per-request pricing or API quotas for desktop COM and recorder workflows.
- Individual subscriptions activate by user sign-in; business licenses use managed keys and can support offline activation.
- Commercial prices and discounts are contract facts to recheck, not constants to embed in code.
- Camtasia project/export work remains workstation-bound; concurrency adds hardware and license implications.
Licensing and Authentication
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.
Show full SKILL.md (206 more words)Show less
Instructions
- Reconcile installed products and versions with assigned entitlements without collecting raw keys.
- Measure successful workstation-minutes per output, queue delay, retries, storage churn, and operator intervention.
- Separate mandatory production capacity from burst, development, and disaster-recovery capacity.
- Reduce rework through version pinning, standalone projects, local scratch, approved presets, and canary exports.
- Apply retention tiers to source projects, intermediate files, and validated deliverables; archive only after applications close.
- Model license or hardware changes with current vendor quotes and document the assumptions and rollback.
Approval Boundaries
Do not share a single-user credential across workers, deactivate users automatically, or treat an observed install as proof of entitlement.
Output
Return entitlement counts, measured utilization, unit-cost assumptions, capacity risks, retention savings, recommended action, owner, and review date.
Error Handling
| 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. |
Examples
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-seatResources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/techsmith-cost-tuning of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Techsmith Cost Tuning next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Techsmith Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Vision SkillsAnionex/agent-vision-toolkit | 1.2k | — | ~4k | Automated safety check: Pass | MIT | |
| Mac Computer UseTo3akaRin/mac-computer-use | 1.1k | — | ~495 | Automated safety check: Pass | MIT | |
| Crabbox Appsopenclaw/openclaw | 392k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Managementautonomous-ai/Physical-AI-Operating-System | 407 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Computer Usebam-bam-2/solo-skills | 367 | 1 repos | ~915 | Automated safety check: Pass | MIT |
Similar skills
Mac Computer Use
To3akaRin/mac-computer-use
操作 macOS 桌面应用，探测窗口和自动化接口、截图、读取或修改辅助功能元素、执行鼠标键盘动作，以及通过 CDP 操作内嵌 Chromium 页面。适用于桌面应用自动化与界面验收；普通网页任务优先使用已有浏览器工具。
Crabbox Apps
openclaw/openclaw
A skill your agent uses when asked to open, run, test, or show an app in Crabbox, including native desktops, web previews, and computer use on a temporary machine.
Agent Management
autonomous-ai/Physical-AI-Operating-System
Legacy Autonomous Buddy control for explicitly requested Buddy coding sessions.
Computer Use
bam-bam-2/solo-skills
Use Orca's computer-use CLI to inspect and operate local desktop app windows through accessibility trees, screenshots, and safe UI actions.
Cloud Computer Use
davidondrej/cloudroom-core
See and control desktop apps on this Cloud sandbox’s virtual Linux screen with cloudroom computer-use: launch GUI apps you build or install, read their UI, click, type, and take screenshots.
More from jeremylongshore/tons-of-skills-marketplace
All 3,342 skills in this repoPerforming Security Code Review
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
Adapting Transfer Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Agent Context Loader
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
Aggregating Performance Metrics
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
Analyzing Capacity Planning
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
Analyzing Database Indexes
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Related
Categories
Questions about Techsmith Cost Tuning
What does Techsmith Cost Tuning do?
Optimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity. Techsmith Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize TechSmith desktop automation cost through license assignment, workstation utilization, retention, and measured export capacity.
When should I use Techsmith Cost Tuning?
Techsmith Cost Tuning fits situations like: camtasia operations without inventing API usage pricing; with TechSmith cost tuning; camtasia capacity cost; snagit license optimization.
How do I install Techsmith Cost Tuning in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/techsmith-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/techsmith-cost-tuning in your project. Claude Code loads it when a task matches its description.
How do I install Techsmith Cost Tuning in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/techsmith-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/techsmith-cost-tuning in your project. Codex loads it when a task matches its description.
Can I use Techsmith Cost Tuning in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill techsmith-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/techsmith-cost-tuning, .gemini/skills/techsmith-cost-tuning, .github/skills/techsmith-cost-tuning and .opencode/skills/techsmith-cost-tuning in your project.
What does Techsmith Cost Tuning need to run?
SKILL.md names no scripts, command-line tools or credentials: Techsmith Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; TechSmith product execution requires an approved Windows or macOS desktop as documented.
Does Techsmith Cost Tuning access the network?
SKILL.md names 1 domain. As links in the text: support.techsmith.com. This is read from the text; nothing was executed.
Is Techsmith Cost Tuning safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Techsmith Cost Tuning use?
Techsmith Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Techsmith Cost Tuning use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1k tokens, read only when the agent opens those files.
What are the alternatives to Techsmith Cost Tuning?
Skills that share tags, products or a category with Techsmith Cost Tuning: Vision Skills (Anionex/agent-vision-toolkit, 1.2k stars), Mac Computer Use (To3akaRin/mac-computer-use, 1.1k stars), Crabbox Apps (openclaw/openclaw, 392k stars) and Agent Management (autonomous-ai/Physical-AI-Operating-System, 407 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Techsmith Cost Tuning?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.