Product Metrics Dashboard Design
phuryn/pm-skills
Designs a product metrics dashboard: a North Star and input metrics, a definition table with data sources, chart types and alert thresholds, and a screen layout.
Compute well-defined metrics from existing formulas, datasets, or test outputs.
Install Metric Calculator
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills metric-calculator --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/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/bundled/skills/metric-calculator .claude/skills/metric-calculator && 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 "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .claude/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculatorType 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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills metric-calculator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/bundled/skills/metric-calculator .agents/skills/metric-calculator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .agents/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills metric-calculator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/bundled/skills/metric-calculator .cursor/skills/metric-calculator && 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 "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .cursor/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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/foryourhealth111-pixel/Vibe-Skills.git --path bundled/skills/metric-calculator--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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills metric-calculator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/bundled/skills/metric-calculator .gemini/skills/metric-calculator && 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 "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .gemini/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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 foryourhealth111-pixel/Vibe-Skills metric-calculatorInstalls 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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/bundled/skills/metric-calculator .github/skills/metric-calculator && 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 "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .github/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills metric-calculator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/bundled/skills/metric-calculator .opencode/skills/metric-calculator && 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 "metric-calculator" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/metric-calculator into .opencode/skills/metric-calculator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metric-calculator", 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
metric-calculator- GitHub stars
- 3.6k
- Token cost
- ~346 tokens
- SKILL.md length
- 108 words
- Files
- 1
- Skills in repo
- 81
- Repo updated
- First seen
- Licence
- MIT
At a glance
Compute well-defined metrics from existing formulas, datasets, or test outputs.
- Tasks that involve Product metrics
- SKILL.md covers Positioning, When to Use, Not For / Boundaries and Typical Outputs, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Metric Calculator is an agent skill from foryourhealth111-pixel/Vibe-Skills. Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when the metric definition is already known, not for choosing the overall analysis owner or dashboard strategy.
Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering Product metrics. The repository describes itself as: Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE. The licence is MIT.
When your agent uses it
- Tasks that involve Product metrics
Example prompts
- “/metric-calculator”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Grep
What it can do on your machine
Read from SKILL.md and the folder at commit ddcaa2a. 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:
ReadWriteEditBashGrep
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
No URLs in SKILL.md.
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.
Context cost
Metric Calculator loads about 346 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 108 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Edit, Bash, Grep
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 foryourhealth111-pixel/Vibe-Skills at commit ddcaa2a, republished under its MIT licence (© foryourhealth111-pixel). 108 words, ~346 tokens.
Download SKILL.mdSave it as
.claude/skills/metric-calculator/SKILL.md (or your agent's skills folder).- name
- metric-calculator
- description
- Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when the metric definition is already known, not for choosing the overall analysis owner or dashboard strategy.
- allowed-tools
- Read, Write, Edit, Bash, Grep
- version
- 1.0.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
Metric Calculator
Positioning
Treat this skill as an explicit/manual helper for narrow metric-computation work.
When to Use
Use this skill when:
- Calculating a named business, statistical, or QA metric from available data
- Converting raw counts into rates, ratios, deltas, or scorecards
- Verifying that a metric formula is implemented consistently across outputs
Not For / Boundaries
- Model evaluation strategy selection: use
evaluating-machine-learning-models - Full regression modeling ownership: use
scikit-learn; causal analysis ownership: useperforming-causal-analysis - Chart design or presentation decisions: use
creating-data-visualizations
Typical Outputs
- Metric definitions and formulas
- Reproducible calculation steps
- Sanity checks for units, denominators, and aggregation scope
Related Skills
evaluating-machine-learning-modelsfor ML benchmark metricscreating-data-visualizationsafter the numbers are finalized
© foryourhealth111-pixel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in bundled/skills/metric-calculator of foryourhealth111-pixel/Vibe-Skills.
Open the folder on GitHubat commit ddcaa2a
Compare with similar skills
Metric Calculator 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 |
|---|---|---|---|---|---|---|
| Metric Calculator this skillforyourhealth111-pixel/Vibe-Skills | 3.6k | — | ~346 | Automated safety check: Notes | MIT | |
| Product Metrics Dashboard Designphuryn/pm-skills | 27k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Lens Metricsjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.8k | Automated safety check: Notes | MIT | |
| Lumen Reconjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Notes | MIT | |
| Metric Calculatorjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~563 | Automated safety check: Pass | MIT | |
| Feature Analytics Instrumentation Plannermistralai/mistral-vibe | 5.1k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Lens Metrics
jeremylongshore/tons-of-skills-marketplace
Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad looks like.
Lumen Recon
jeremylongshore/tons-of-skills-marketplace
Analytics reconnaissance — scan existing event tracking, metric definitions, dashboards, and analytics configuration to understand what is currently being measured.
Metric Calculator
jeremylongshore/tons-of-skills-marketplace
Configure and manage - Calculate metric calculator operations.
- Official
Feature Analytics Instrumentation Planner
mistralai/mistral-vibe
Plans which analytics events and properties a new feature needs, checks them against the existing event registry, and verifies them per environment.
Swarma
glitch-rabin/swarma
Agent teams that run growth experiments and build their own playbook.
More from foryourhealth111-pixel/Vibe-Skills
All 81 skills in this repoMarket Research Reports
foryourhealth111-pixel/Vibe-Skills
Produces long consulting-style market research and industry reports covering market sizing, competitive landscape, market entry and investment theses.
Academic Venue Templates
foryourhealth111-pixel/Vibe-Skills
Supplies venue-specific LaTeX templates and formatting rules for journals, conferences and posters, and checks a manuscript against page limits and submission requirements.
Digital Brain
foryourhealth111-pixel/Vibe-Skills
This skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare for meeting", "weekly review", "track goals", or mentions personal brand, content…
Smart File Writer
foryourhealth111-pixel/Vibe-Skills
Diagnoses why a file write failed (permissions, disk space, path length, locks, read-only mounts) before retrying, instead of repeating the same call blindly.
Automated Video Studio
foryourhealth111-pixel/Vibe-Skills
Turns footage, audio and a storyboard plan into a finished short video with FFmpeg jump-cuts, subtitle burn-in and a final polish pass.
Citation Management
foryourhealth111-pixel/Vibe-Skills
Turns DOIs, PMIDs and arXiv IDs into clean BibTeX, searches Google Scholar and PubMed, and checks and deduplicates a reference list.
Related
Questions about Metric Calculator
What does Metric Calculator do?
Compute well-defined metrics from existing formulas, datasets, or test outputs. Metric Calculator is an agent skill from foryourhealth111-pixel/Vibe-Skills. Compute well-defined metrics from existing formulas, datasets, or test outputs.
When should I use Metric Calculator?
Metric Calculator fits situations like: tasks that involve Product metrics.
How do I install Metric Calculator in Claude Code?
Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a claude-code`. Or copy the skill folder (bundled/skills/metric-calculator in foryourhealth111-pixel/Vibe-Skills) into .claude/skills/metric-calculator in your project. Claude Code loads it when a task matches its description.
How do I install Metric Calculator in Codex?
Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a codex`. Or copy the skill folder (bundled/skills/metric-calculator in foryourhealth111-pixel/Vibe-Skills) into .agents/skills/metric-calculator in your project. Codex loads it when a task matches its description.
Can I use Metric Calculator 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 foryourhealth111-pixel/Vibe-Skills --skill metric-calculator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/metric-calculator, .gemini/skills/metric-calculator, .github/skills/metric-calculator and .opencode/skills/metric-calculator in your project.
What does Metric Calculator need to run?
SKILL.md names no scripts, command-line tools or credentials: Metric Calculator is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Grep.
Does Metric Calculator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Metric Calculator safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Metric Calculator use?
Metric Calculator 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 Metric Calculator use?
About 346 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Metric Calculator?
Skills that share tags, products or a category with Metric Calculator: Product Metrics Dashboard Design (phuryn/pm-skills, 27k stars), Lens Metrics (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Lumen Recon (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Metric Calculator (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Metric Calculator?
foryourhealth111-pixel (a GitHub user) maintains it in foryourhealth111-pixel/Vibe-Skills, which has 3,627 GitHub stars. The repository holds 81 skills in this directory. The repository was last updated on August 31, 2026.
Source: foryourhealth111-pixel/Vibe-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.