Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]"…
Install Kol Citation Velocity
$ npx skills add hh-health-AI/healthcare-equity --skill kol-citation-velocity -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hh-health-AI/healthcare-equity kol-citation-velocity --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/evidence-catalysts/skills/kol-citation-velocity .claude/skills/kol-citation-velocity && 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 "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .claude/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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/evidence-catalysts/skills/kol-citation-velocityType 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 kol-citation-velocity -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hh-health-AI/healthcare-equity kol-citation-velocity --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/evidence-catalysts/skills/kol-citation-velocity .agents/skills/kol-citation-velocity && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .agents/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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 kol-citation-velocity -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hh-health-AI/healthcare-equity kol-citation-velocity --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/evidence-catalysts/skills/kol-citation-velocity .cursor/skills/kol-citation-velocity && 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 "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .cursor/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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/evidence-catalysts/skills/kol-citation-velocity--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 kol-citation-velocity -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hh-health-AI/healthcare-equity kol-citation-velocity --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/evidence-catalysts/skills/kol-citation-velocity .gemini/skills/kol-citation-velocity && 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 "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .gemini/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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 kol-citation-velocityInstalls 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 kol-citation-velocity -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/evidence-catalysts/skills/kol-citation-velocity .github/skills/kol-citation-velocity && 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 "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .github/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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 kol-citation-velocity -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 kol-citation-velocity --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/evidence-catalysts/skills/kol-citation-velocity .opencode/skills/kol-citation-velocity && 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 "kol-citation-velocity" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/modules/evidence-catalysts/skills/kol-citation-velocity into .opencode/skills/kol-citation-velocity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kol-citation-velocity", 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
kol-citation-velocity- GitHub stars
- 101
- Token cost
- ~725 tokens
- SKILL.md length
- 362 words
- Files
- 1
- Skills in repo
- 72
- Repo updated
- First seen
- Licence
- MIT
At a glance
This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]"…
- Works in 8 steps: Define the concept precisely. A target,… → Trend publication and citation counts by… → Segment by work type. Reviews rising… → …
- Citation velocity
- SKILL.md covers Workflow, Honest limits and Not-automatic
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Kol Citation Velocity is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]", "bibliometrics", or wants evidence on the scientific trajectory of a mechanism, target or platform.
Its SKILL.md is about 730 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 Research & Science, covering Citation management. The repository describes itself as: Synthesis engine for buy-side healthcare equity research. The licence is MIT.
When your agent uses it
- Citation velocity
- Who are the key opinion leaders
- Is the science gaining momentum
- Publication trend for [target]
Example prompts
- “citation velocity”
- “who are the key opinion leaders”
- “is the science gaining momentum”
- “/kol-citation-velocity”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Define the concept precisely. A target, a mechanism, a modality or a platform —
- Trend publication and citation counts by year. The useful measure is not volume
- Segment by work type. Reviews rising faster than primary research means a field
- Identify the authors. Rank by first and last authorship on highly cited work in
- Cross-link the KOLs to the commercial map. Join the author list to trial
- Check the preprint leading edge through the connected bioRxiv/medRxiv server.
- Convert to a thesis statement. Scientific momentum matters commercially when it
- Emit the brief.
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
Kol Citation Velocity loads about 725 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 362 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). 362 words, ~725 tokens.
Download SKILL.mdSave it as
.claude/skills/kol-citation-velocity/SKILL.md (or your agent's skills folder).- name
- kol-citation-velocity
- description
- This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]", "bibliometrics", or wants evidence on the scientific trajectory of a mechanism, target or platform.
- metadata.version
- 0.1.0
- metadata.layer
- Competitive
KOL and citation velocity
Measure the scientific momentum behind a target, mechanism or platform, and identify the people whose opinion moves adoption.
Workflow
- Define the concept precisely. A target, a mechanism, a modality or a platform —
not a company. Build a query with synonyms and, where OpenAlex supports it, concept
identifiers rather than free text (
scripts/openalex_kol.py --concept "GLP-1 receptor"). - Trend publication and citation counts by year. The useful measure is not volume but acceleration: second derivative of publications, and citations per publication in the first 24 months after appearance. A field entering rapid growth shows both rising.
- Segment by work type. Reviews rising faster than primary research means a field consolidating rather than discovering — often a late-stage signal. Rising clinical trial publications relative to preclinical means translation is under way.
- Identify the authors. Rank by first and last authorship on highly cited work in the last three years, not by lifetime citations, which just finds emeritus figures. Join to institution.
- Cross-link the KOLs to the commercial map. Join the author list to trial investigators via a catalyst engine and to sites via a provider-adoption engine. An author list that overlaps heavily with one sponsor's investigator network tells you whose science it is.
- Check the preprint leading edge through the connected bioRxiv/medRxiv server. Preprints lead journal publication by months and are the earliest visible signal of a field turning.
- Convert to a thesis statement. Scientific momentum matters commercially when it precedes guideline change, competitive entry, or a platform's move from academic to clinical use. Say which of those the trend implies and on what horizon.
- Emit the brief.
Show full SKILL.md (87 more words)Show less
Honest limits
Bibliometrics measure attention, not truth or commercial value. Fields with high citation velocity and no viable clinical path are common. This skill is corroborating evidence for a thesis built elsewhere — it should not carry a position on its own, and a brief from this skill should say so.
Citation counts are also slow: a two-year lag between publication and citation accumulation makes this a structural rather than a timely signal.
Not-automatic
Citation velocity does not license a probability revision on any specific trial.
Contract: ../../references/evidence-brief.md.
© 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
Just SKILL.md in modules/evidence-catalysts/skills/kol-citation-velocity of hh-health-AI/healthcare-equity.
Open the folder on GitHubat commit 6c7bda8
Compare with similar skills
Kol Citation Velocity 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 |
|---|---|---|---|---|---|---|
| Kol Citation Velocity this skillhh-health-AI/healthcare-equity | 101 | — | ~725 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
Similar skills
Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Networkx
zLanqing/codex-claude-academic-skills
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
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Related
Categories
Questions about Kol Citation Velocity
What does Kol Citation Velocity do?
This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]"…. Kol Citation Velocity is an agent skill from hh-health-AI/healthcare-equity. This skill should be used when the user asks about "KOL", "citation velocity", "who are the key opinion leaders", "is the science gaining momentum", "publication trend for [target]", "bibliometrics", or wants evidence on the scientific trajectory of a mechanism, target or platform.
When should I use Kol Citation Velocity?
Kol Citation Velocity fits situations like: citation velocity; who are the key opinion leaders; is the science gaining momentum; publication trend for [target].
How do I install Kol Citation Velocity in Claude Code?
Run `npx skills add hh-health-AI/healthcare-equity --skill kol-citation-velocity -a claude-code`. Or copy the skill folder (modules/evidence-catalysts/skills/kol-citation-velocity in hh-health-AI/healthcare-equity) into .claude/skills/kol-citation-velocity in your project. Claude Code loads it when a task matches its description.
How do I install Kol Citation Velocity in Codex?
Run `npx skills add hh-health-AI/healthcare-equity --skill kol-citation-velocity -a codex`. Or copy the skill folder (modules/evidence-catalysts/skills/kol-citation-velocity in hh-health-AI/healthcare-equity) into .agents/skills/kol-citation-velocity in your project. Codex loads it when a task matches its description.
Can I use Kol Citation Velocity 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 kol-citation-velocity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kol-citation-velocity, .gemini/skills/kol-citation-velocity, .github/skills/kol-citation-velocity and .opencode/skills/kol-citation-velocity in your project.
What does Kol Citation Velocity need to run?
SKILL.md names no scripts, command-line tools or credentials: Kol Citation Velocity is instructions for the agent only.
Does Kol Citation Velocity 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 Kol Citation Velocity 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 Kol Citation Velocity use?
Kol Citation Velocity 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 Kol Citation Velocity use?
About 725 tokens (SKILL.md is roughly 2.9k 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 Kol Citation Velocity?
Skills that share tags, products or a category with Kol Citation Velocity: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Kol Citation Velocity?
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.