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asgeirtj/system_prompts_leaks
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A skill your agent uses to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts.
MITAuto-check passed
Install Conference Evidence Agent
$ npx skills add hh-health-AI/healthcare-equity --skill conference-evidence-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hh-health-AI/healthcare-equity conference-evidence-agent --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/plugins/hh-health-ai-research/skills/conference-evidence-agent .claude/skills/conference-evidence-agent && 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 "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .claude/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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/plugins/hh-health-ai-research/skills/conference-evidence-agentType 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 conference-evidence-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hh-health-AI/healthcare-equity conference-evidence-agent --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/plugins/hh-health-ai-research/skills/conference-evidence-agent .agents/skills/conference-evidence-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .agents/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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 conference-evidence-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hh-health-AI/healthcare-equity conference-evidence-agent --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/plugins/hh-health-ai-research/skills/conference-evidence-agent .cursor/skills/conference-evidence-agent && 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 "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .cursor/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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 plugins/hh-health-ai-research/skills/conference-evidence-agent--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 conference-evidence-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hh-health-AI/healthcare-equity conference-evidence-agent --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/plugins/hh-health-ai-research/skills/conference-evidence-agent .gemini/skills/conference-evidence-agent && 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 "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .gemini/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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 conference-evidence-agentInstalls 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 conference-evidence-agent -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/plugins/hh-health-ai-research/skills/conference-evidence-agent .github/skills/conference-evidence-agent && 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 "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .github/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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 conference-evidence-agent -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 conference-evidence-agent --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/plugins/hh-health-ai-research/skills/conference-evidence-agent .opencode/skills/conference-evidence-agent && 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 "conference-evidence-agent" agent skill from https://github.com/hh-health-AI/healthcare-equity/tree/main/plugins/hh-health-ai-research/skills/conference-evidence-agent into .opencode/skills/conference-evidence-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conference-evidence-agent", 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
conference-evidence-agent- GitHub stars
- 101
- Token cost
- ~719 tokens
- SKILL.md length
- 340 words
- Files
- 6 (incl. references)
- Skills in repo
- 72
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts.
- Works in 7 steps: Define conference, indication or… → Verify that each material is publicly… → Record abstract ID, title, source URL,… → …
- Analyze public medical-conference abstracts
- SKILL.md covers Workflow, Boundaries and Shared controls and output
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Conference Evidence Agent is an agent skill from hh-health-AI/healthcare-equity. Use to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts. Verify public availability as of a timezone-aware cutoff and respect embargoes and access restrictions.
Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/connector-routing.md` and `references/evidence-brief.md`).
The repository describes itself as: Synthesis engine for buy-side healthcare equity research. The licence is MIT.
When your agent uses it
- Analyze public medical-conference abstracts
- Posters and presentations
- Identify incremental evidence and reconcile overlapping cohorts
Example prompts
- “/conference-evidence-agent”
Requirements
- Python 3
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Define conference, indication or mechanism, watchlist and an explicit timezone-aware cutoff. Distinguish conference date, public release…
- Verify that each material is publicly available or otherwise authorized for the user's task as of the cutoff. An abstract title listing…
- Record abstract ID, title, source URL, public timestamp/status, material level (title, abstract, poster, slides or paper), NCT ID, cohort…
- Compare with earlier public reports from the same trial and cohort. Extract genuinely incremental patient count, follow-up, endpoint…
- Group potentially overlapping cohorts for review. Shared NCT IDs can contain distinct cohorts, while repeated trial-and-cohort reports may…
- Rank relevance using transparent criteria tied to the user's question: evidentiary novelty, design quality, clinical relevance and…
- Deliver a public-evidence brief showing what is new, what is unchanged, cohort overlap, limitations, source locators and the next public…
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
Conference Evidence Agent loads about 719 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 340 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). 340 words, ~719 tokens.
Download SKILL.mdSave it as
.claude/skills/conference-evidence-agent/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- conference-evidence-agent
- description
- Use to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts. Verify public availability as of a timezone-aware cutoff and respect embargoes and access restrictions.
Conference Evidence Agent
Workflow
- Define conference, indication or mechanism, watchlist and an explicit timezone-aware cutoff. Distinguish conference date, public release time, presentation time and study data cutoff.
- Verify that each material is publicly available or otherwise authorized for the user's task as of the cutoff. An abstract title listing does not authorize access to embargoed results. Withhold unverified or future-release result content; do not infer outcomes from titles or schedules.
- Record abstract ID, title, source URL, public timestamp/status, material level (title, abstract, poster, slides or paper), NCT ID, cohort identifier and data cutoff where reported. Do not invent missing cohort IDs.
- Compare with earlier public reports from the same trial and cohort. Extract genuinely incremental patient count, follow-up, endpoint maturity, biomarker results and safety observations. Date each comparison and cite exact passages or tables.
- Group potentially overlapping cohorts for review. Shared NCT IDs can contain distinct cohorts, while repeated trial-and-cohort reports may be follow-up rather than replication. State uncertainty instead of summing patients or treating repeated reports as independent evidence.
- Rank relevance using transparent criteria tied to the user's question: evidentiary novelty, design quality, clinical relevance and potential decision impact. Separate these judgments from an automatic investment recommendation.
- Deliver a public-evidence brief showing what is new, what is unchanged, cohort overlap, limitations, source locators and the next public material needed. For investment work, map supported observations to explicit model implication statuses, not assumed commercial success.
Boundaries
The upstream utility uses researcher-supplied public-availability metadata; validation of a timestamp field does not independently verify public release. This host workflow must inspect the source and access conditions. Do not claim the Python conference tool ran or that embargoed information has been cleared by installing the plugin.
Shared controls and output
Read evidence controls before executing this workflow and use the connector map for source selection. Use the evidence brief when producing investment-related evidence. The workflows use the host's available tools; upstream Python utilities and the local MCP server are not included or deployed by this plugin.
© 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 5 other files (references) in plugins/hh-health-ai-research/skills/conference-evidence-agent of hh-health-AI/healthcare-equity.
- SKILL.md
- agents/openai.yaml
- references/connector-routing.md
- references/evidence-brief.md
- references/evidence-controls.md
- references/source-notes.md
Open the folder on GitHubat commit 6c7bda8
Compare with similar skills
Conference Evidence Agent 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 |
|---|---|---|---|---|---|---|
| Conference Evidence Agent this skillhh-health-AI/healthcare-equity | 101 | — | ~719 | Automated safety check: Pass | MIT | |
| Presentationsasgeirtj/system_prompts_leaks | 69k | — | ~858 | Automated safety check: Pass | CC0-1.0 | |
| Conference Abstract Adaptoraipoch/medical-research-skills | 1.9k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Conference Abstract Writeraipoch/medical-research-skills | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Conference Poster Pitchaipoch/medical-research-skills | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | |
| PresentationRightNow-AI/openfang | 18k | — | ~829 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Conference Abstract Adaptor
aipoch/medical-research-skills
Adapt scientific abstracts to conference-specific word limits, section rules, and formatting constraints; use when reshaping an existing abstract for submission.
Conference Abstract Writer
aipoch/medical-research-skills
Condenses a full study into conference-submission abstract format.
Conference Poster Pitch
aipoch/medical-research-skills
Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Presentation
RightNow-AI/openfang
Presentation expert for slide structure, storytelling, visual design, and audience engagement
AI Presenter Video
NousResearch/hermes-agent
Produces a presenter-led video from a topic or script plus one authorized presenter image, with captions, lip-sync checks and acceptance reports.
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Questions about Conference Evidence Agent
What does Conference Evidence Agent do?
A skill your agent uses to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts. Conference Evidence Agent is an agent skill from hh-health-AI/healthcare-equity. Use to analyze public medical-conference abstracts, posters and presentations, identify incremental evidence and reconcile overlapping cohorts.
When should I use Conference Evidence Agent?
Conference Evidence Agent fits situations like: analyze public medical-conference abstracts; posters and presentations; identify incremental evidence and reconcile overlapping cohorts.
How do I install Conference Evidence Agent in Claude Code?
Run `npx skills add hh-health-AI/healthcare-equity --skill conference-evidence-agent -a claude-code`. Or copy the skill folder (plugins/hh-health-ai-research/skills/conference-evidence-agent in hh-health-AI/healthcare-equity) into .claude/skills/conference-evidence-agent in your project. Claude Code loads it when a task matches its description.
How do I install Conference Evidence Agent in Codex?
Run `npx skills add hh-health-AI/healthcare-equity --skill conference-evidence-agent -a codex`. Or copy the skill folder (plugins/hh-health-ai-research/skills/conference-evidence-agent in hh-health-AI/healthcare-equity) into .agents/skills/conference-evidence-agent in your project. Codex loads it when a task matches its description.
Can I use Conference Evidence Agent 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 conference-evidence-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/conference-evidence-agent, .gemini/skills/conference-evidence-agent, .github/skills/conference-evidence-agent and .opencode/skills/conference-evidence-agent in your project.
What does Conference Evidence Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Conference Evidence Agent is instructions for the agent only. Our summary lists: Python 3.
Does Conference Evidence Agent 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 Conference Evidence Agent 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 Conference Evidence Agent use?
Conference Evidence Agent 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 Conference Evidence Agent use?
About 719 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. Its references folder adds about 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Conference Evidence Agent?
Skills that share tags, products or a category with Conference Evidence Agent: Presentations (asgeirtj/system_prompts_leaks, 69k stars), Conference Abstract Adaptor (aipoch/medical-research-skills, 1.9k stars), Conference Abstract Writer (aipoch/medical-research-skills, 1.9k stars) and Conference Poster Pitch (aipoch/medical-research-skills, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Conference Evidence Agent?
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.