Academic Paper Strategist
AAASS554/codex-academic-paper-skills
A skill your agent uses when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing.
This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track…
Install Procedure Volume Tracker
$ npx skills add hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hh-health-AI/healthcare-equity procedure-volume-tracker --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/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .claude/skills/procedure-volume-tracker && 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 "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .claude/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-trackerType 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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hh-health-AI/healthcare-equity procedure-volume-tracker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .agents/skills/procedure-volume-tracker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .agents/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hh-health-AI/healthcare-equity procedure-volume-tracker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .cursor/skills/procedure-volume-tracker && 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 "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .cursor/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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/hh-health-AI/healthcare-equity.git --path modules/procedure-exposure/skills/procedure-volume-tracker--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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hh-health-AI/healthcare-equity procedure-volume-tracker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .gemini/skills/procedure-volume-tracker && 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 "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .gemini/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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 hh-health-AI/healthcare-equity procedure-volume-trackerInstalls 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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .github/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .github/skills/procedure-volume-tracker && 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 "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .github/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hh-health-AI/healthcare-equity procedure-volume-tracker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hh-health-AI/healthcare-equity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/modules/procedure-exposure/skills/procedure-volume-tracker .opencode/skills/procedure-volume-tracker && 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 "procedure-volume-tracker" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/procedure-exposure/skills/procedure-volume-tracker into .opencode/skills/procedure-volume-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "procedure-volume-tracker", 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
procedure-volume-tracker- GitHub stars
- 101
- Token cost
- ~572 tokens
- SKILL.md length
- 229 words
- Files
- 2 (incl. references)
- Skills in repo
- 72
- Repo updated
- First seen
- Licence
- MIT
At a glance
This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track…
- Works in 6 steps: Fix the code set first (from… → Run the SUB-MED-01 prompt (in… → Sources, each labeled with universe and… → …
- Asks are [procedure] volumes growing
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Procedure volume trends for [category]
What it does
Procedure Volume Tracker is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track surgical/diagnostic volumes", or needs the volume evidence behind a medtech, provider, or diagnostics thesis.
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/prompts.md`).
It sits in Education, covering Essays and academic help. The repository describes itself as: Synthesis engine for buy-side healthcare equity research. The licence is MIT.
When your agent uses it
- Asks are [procedure] volumes growing
- Procedure volume trends for [category]
- Utilization trend behind [TICKER]
- Track surgical/diagnostic volumes
Example prompts
- “are [procedure] volumes growing or recovering”
- “procedure volume trends for [category]”
- “utilization trend behind [TICKER]”
- “/procedure-volume-tracker”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Fix the code set first (from exposure-map, or build it): the CPT/HCPCS and DRG codes that define the procedure/category, with the ICD-10…
- Run the SUB-MED-01 prompt (in ${CLAUDE_PLUGIN_ROOT}/skills/procedure-volume-tracker/references/prompts.md): claims-data trend → hospital…
- Sources, each labeled with universe and vintage: CMS public utilization files (Medicare FFS — annual, lagged; state both), hospital…
- Decompose the trend: volume vs acuity/mix vs site-of-service migration (HOPD→ASC repricing the same case — pull payment context from…
- Apply funnel discipline (${CLAUDE_PLUGIN_ROOT}/references/funnel-discipline.md): performed procedures are not paid procedures are not…
- End with the EVIDENCE BRIEF block (layer: commercial-volume). Feed utilization deltas to healthcare-equity model-valuation (razor-blade…
What it can do on your machine
Read from SKILL.md and the folder at commit 6c7bda8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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
Procedure Volume Tracker loads about 572 tokens when it runs, and up to ~789 if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 229 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 hh-health-AI/healthcare-equity at commit 6c7bda8, republished under its MIT licence (© hh-health-AI). 229 words, ~572 tokens.
Download SKILL.mdSave it as
.claude/skills/procedure-volume-tracker/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- procedure-volume-tracker
- description
- This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track surgical/diagnostic volumes", or needs the volume evidence behind a medtech, provider, or diagnostics thesis.
- metadata.version
- 0.1.0
Procedure Volume Tracker
Track code-keyed procedure volumes and triangulate the utilization trend behind a name or category.
Workflow
- Fix the code set first (from exposure-map, or build it): the CPT/HCPCS and DRG codes that define the procedure/category, with the ICD-10 dx families that gate them (ICD10 Codes connector). Record the set with the output — comparability depends on it.
- Run the SUB-MED-01 prompt (in
${CLAUDE_PLUGIN_ROOT}/skills/procedure-volume-tracker/references/prompts.md): claims-data trend → hospital operator commentary → site-of-service shift → capacity constraints → 4-quarter forward outlook → leveraged names. Benchmark against the industry's ~3–5% procedure-volume growth anchor. - Sources, each labeled with universe and vintage: CMS public utilization files (Medicare FFS — annual, lagged; state both), hospital operator prints and transcripts (HCA/THC/UHS as the fastest quarterly read — cross-read via healthcare-equity earnings SUB-SVC-01), device-maker procedure disclosures (e.g., robotics procedure counts), and society/registry publications via web research. Reconcile disagreements explicitly rather than averaging.
- Decompose the trend: volume vs acuity/mix vs site-of-service migration (HOPD→ASC repricing the same case — pull payment context from cms-reimbursement) vs backlog/recovery effects. Name which component the thesis actually needs.
- Apply funnel discipline (
${CLAUDE_PLUGIN_ROOT}/references/funnel-discipline.md): performed procedures are not paid procedures are not revenue — state the stage observed, and for diagnostics use paid tests × cash contribution, never ordered tests. - End with the EVIDENCE BRIEF block (layer: commercial-volume). Feed utilization deltas to healthcare-equity model-valuation (razor-blade and capex-cycle models) and pair with provider-adoption's capacity evidence before concluding demand inflection.
© hh-health-AI, 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 modules/procedure-exposure/skills/procedure-volume-tracker of hh-health-AI/healthcare-equity.
- SKILL.md
- references/prompts.md
Open the folder on GitHubat commit 6c7bda8
Compare with similar skills
Procedure Volume Tracker 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 |
|---|---|---|---|---|---|---|
| Procedure Volume Tracker this skillhh-health-AI/healthcare-equity | 101 | — | ~572 | Automated safety check: Pass | MIT | |
| Academic Paper StrategistAAASS554/codex-academic-paper-skills | 539 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Modeling Paper Rubric and Model Selectoryushui2022/MathModel-Skill | 454 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Humanities Thesisganzhi-black/humanities-thesis-skill | 637 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Skill Thesis Writeryanlin-cheng/skill-thesis-writer | 209 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Thesis CreatorStars-OC/thesis-creator | 230 | — | ~2.8k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Procedure Volume Tracker
What does Procedure Volume Tracker do?
This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track…. Procedure Volume Tracker is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks "are [procedure] volumes growing or recovering", "procedure volume trends for [category]", "utilization trend behind [TICKER]", "track surgical/diagnostic volumes", or needs the volume evidence behind a medtech, provider, or diagnostics thesis.
When should I use Procedure Volume Tracker?
Procedure Volume Tracker fits situations like: asks are [procedure] volumes growing; procedure volume trends for [category]; utilization trend behind [TICKER]; track surgical/diagnostic volumes.
How do I install Procedure Volume Tracker in Claude Code?
Run `npx skills add hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a claude-code`. Or copy the skill folder (modules/procedure-exposure/skills/procedure-volume-tracker in hh-health-AI/healthcare-equity) into .claude/skills/procedure-volume-tracker in your project. Claude Code loads it when a task matches its description.
How do I install Procedure Volume Tracker in Codex?
Run `npx skills add hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a codex`. Or copy the skill folder (modules/procedure-exposure/skills/procedure-volume-tracker in hh-health-AI/healthcare-equity) into .agents/skills/procedure-volume-tracker in your project. Codex loads it when a task matches its description.
Can I use Procedure Volume Tracker 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 hh-health-AI/healthcare-equity --skill procedure-volume-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/procedure-volume-tracker, .gemini/skills/procedure-volume-tracker, .github/skills/procedure-volume-tracker and .opencode/skills/procedure-volume-tracker in your project.
What does Procedure Volume Tracker need to run?
SKILL.md names no scripts, command-line tools or credentials: Procedure Volume Tracker is instructions for the agent only.
Does Procedure Volume Tracker 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 Procedure Volume Tracker 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 Procedure Volume Tracker use?
Procedure Volume Tracker is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Procedure Volume Tracker use?
About 572 tokens (SKILL.md is roughly 2.3k 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 217 tokens, read only when the agent opens those files.
What are the alternatives to Procedure Volume Tracker?
Skills that share tags, products or a category with Procedure Volume Tracker: Academic Paper Strategist (AAASS554/codex-academic-paper-skills, 539 stars), Modeling Paper Rubric and Model Selector (yushui2022/MathModel-Skill, 454 stars), Humanities Thesis (ganzhi-black/humanities-thesis-skill, 637 stars) and Skill Thesis Writer (yanlin-cheng/skill-thesis-writer, 209 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Procedure Volume Tracker?
hh-health-AI (a GitHub user) maintains it in hh-health-AI/healthcare-equity, which has 101 GitHub stars. The repository holds 72 skills in this directory. The repository was last updated on October 8, 2026.
Source: hh-health-AI/healthcare-equity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.