Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
ToolUniverse workflow — Clinical Guidelines. An agent skill from lamm-mit/scienceclaw.
$ npx skills add lamm-mit/scienceclaw --skill clinical-guidelines -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lamm-mit/scienceclaw clinical-guidelines --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/lamm-mit/scienceclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/clinical-guidelines .claude/skills/clinical-guidelines && 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 "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .claude/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelinesType 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 lamm-mit/scienceclaw --skill clinical-guidelines -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lamm-mit/scienceclaw clinical-guidelines --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/clinical-guidelines .agents/skills/clinical-guidelines && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .agents/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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 lamm-mit/scienceclaw --skill clinical-guidelines -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lamm-mit/scienceclaw clinical-guidelines --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/clinical-guidelines .cursor/skills/clinical-guidelines && 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 "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .cursor/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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/lamm-mit/scienceclaw.git --path skills/clinical-guidelines--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 lamm-mit/scienceclaw --skill clinical-guidelines -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lamm-mit/scienceclaw clinical-guidelines --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/clinical-guidelines .gemini/skills/clinical-guidelines && 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 "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .gemini/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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 lamm-mit/scienceclaw clinical-guidelinesInstalls 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 lamm-mit/scienceclaw --skill clinical-guidelines -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/clinical-guidelines .github/skills/clinical-guidelines && 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 "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .github/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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 lamm-mit/scienceclaw --skill clinical-guidelines -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lamm-mit/scienceclaw clinical-guidelines --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/clinical-guidelines .opencode/skills/clinical-guidelines && 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 "clinical-guidelines" agent skill from https://github.com/lamm-mit/scienceclaw/tree/main/skills/clinical-guidelines into .opencode/skills/clinical-guidelines/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clinical-guidelines", 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.
clinical-guidelinesToolUniverse workflow — Clinical Guidelines. An agent skill from lamm-mit/scienceclaw.
Clinical Guidelines is an agent skill from lamm-mit/scienceclaw. ToolUniverse workflow — Clinical Guidelines
Its SKILL.md is about 5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/run.py`).
It sits in Research & Science. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit ab9aba1. It shows what the files ask for, not the result of running them.
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.
Ships 2 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
nccn.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Clinical Guidelines loads about 5k tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 1,677 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.
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); the scripts in this folder are not scanned.
The full file from lamm-mit/scienceclaw at commit ab9aba1, republished under its Apache-2.0 licence (© lamm-mit). 1,677 words, ~4,952 tokens.
.claude/skills/clinical-guidelines/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Search and retrieve evidence-based clinical practice guidelines from 12+ authoritative sources spanning 41 tools. Covers disease management guidelines, society recommendations, pharmacogenomics guidance, and patient resources.
KEY PRINCIPLES:
Apply when user asks:
Before searching, verify tools load:
from tooluniverse import ToolUniverse
tu = ToolUniverse()
tu.load_tools()
assert hasattr(tu.tools, 'NICE_Clinical_Guidelines_Search')Correct call pattern (use either approach):
# Option A: direct attribute access
result = tu.tools.NICE_Clinical_Guidelines_Search(query='diabetes', limit=5)
# Option B: run_one_function
result = tu.run_one_function({'name': 'NICE_Clinical_Guidelines_Search', 'arguments': {'query': 'diabetes', 'limit': 5}})Determine which tools to use based on the user's question:
| Query type | Primary tools | Secondary tools |
|---|---|---|
| General disease guideline | NICE, TRIP, GIN | PubMed, EuropePMC, CMA |
| Cardiology | AHA_ACC_search_guidelines, AHA_list_guidelines | NICE, TRIP |
| Oncology | NCCN_search_guidelines, NCCN_list_patient_guidelines | NICE, GIN |
| Diabetes / endocrinology | ADA_search_standards, ADA_list_standards_sections | NICE, SIGN |
| Pharmacogenomics | CPIC_get_gene_drug_pairs, CPIC_list_guidelines | CPIC_get_gene_info |
| Canadian guidelines | CMA_Guidelines_Search, CTFPHC_search_guidelines | — |
| Scottish/UK guidelines | SIGN_search_guidelines, NICE | CMA |
| International guidelines | GIN_Guidelines_Search | OpenAlex, EuropePMC |
| Living guidelines | MAGICapp_list_guidelines | GIN |
| Full-text retrieval | NICE_Guideline_Full_Text, WHO_Guideline_Full_Text, AHA_ACC_get_guideline | — |
NICE_Clinical_Guidelines_Search ⭐ (Best general source)
query (string, required), limit (integer, required)[{title, url, summary, content, date}, ...]result = tu.tools.NICE_Clinical_Guidelines_Search(...); isinstance(result, list)NICE_Clinical_Guidelines_Search(query='type 2 diabetes management', limit=5)GIN_Guidelines_Search ⭐ (Best multi-society aggregator)
query (string, required), limit (integer, required)[{title, url, description, source, organization}, ...]GIN_Guidelines_Search(query='colorectal cancer screening', limit=5)TRIP_Database_Guidelines_Search
query (string, required), limit (integer, required), search_type (string, required — must be 'guidelines')[{title, url, description, content, publication}, ...]TRIP_Database_Guidelines_Search(query='diabetes', limit=5, search_type='guidelines')WHO_Guidelines_Search ⚠️ (Limited relevance)
query (string, required), limit (integer, required)[{title, url, description, content, source}, ...]WHO_Guidelines_Search(query='diabetes', limit=5)CMA_Guidelines_Search (Canadian)
query (string, required), limit (integer, required)[{title, url, description, content, date}, ...]CMA_Guidelines_Search(query='diabetes', limit=5)SIGN_search_guidelines (Scottish/UK)
query (string, required — NOT q), limit (integer, optional)[{number, title, topic, published, url}, ...]SIGN_search_guidelines(query='diabetes', limit=5)CTFPHC_search_guidelines (Canadian prevention)
query (string, required — NOT q), limit (integer, optional)[{title, url, year}, ...]CTFPHC_search_guidelines(query='colorectal cancer', limit=5)OpenAlex_Guidelines_Search
query (string, required), limit (integer, required), year_from (integer, optional), year_to (integer, optional)[{title, authors, institutions, year, doi}, ...]OpenAlex_Guidelines_Search(query='diabetes management', limit=5) (year params optional)OpenAlex_Guidelines_Search(query='diabetes management', limit=5, year_from=2020, year_to=2024)EuropePMC_Guidelines_Search
query (string, required), limit (integer, required)[{title, pmid, pmcid, doi, authors}, ...]EuropePMC_Guidelines_Search(query='diabetes guideline', limit=5)PubMed_Guidelines_Search
query (string, required), limit (integer, required), api_key (string, optional — use '' for anonymous)[{title, pmid, pmcid, doi}, ...]PubMed_Guidelines_Search(query='diabetes guideline', limit=5) (api_key optional)ADA Standards of Care (Diabetes)
ADA_list_standards_sections() — No parameters. Lists all 19 sections of ADA Standards of Care (2026).
ADA_search_standards(query, limit) — Search within ADA Standards.
[{title, ...}]'glycemic targets', 'pharmacologic approaches', 'cardiovascular risk''first-line medication metformin'ADA_get_standards_section(section_number) — Get metadata for a specific section.
AHA/ACC Cardiology
AHA_ACC_search_guidelines(query, limit) — Search AHA/ACC guidelines.
[{title, ...}]AHA_ACC_search_guidelines(query='heart failure management', limit=5)AHA_list_guidelines(limit) / ACC_list_guidelines(limit) — List recent guidelines.
AHA_ACC_get_guideline(pmid) — Get full text of AHA/ACC guideline by PMID (via PMC).
AHA_ACC_get_guideline(pmid='37952199')NCCN Oncology
NCCN_list_patient_guidelines(limit) — List all NCCN patient guideline resources (up to 74).
[{cancer_type, url, category}, ...]cancer_type, NOT titler[i]['cancer_type'] to get the cancer name, r[i]['url'] for URLNCCN_search_guidelines(query, limit) — Search NCCN publications.
[{title, ...}]NCCN_get_patient_guideline(url) — Get full text of a patient guideline.
url (string) — the full URL from NCCN_list_patient_guidelinesNCCN_get_patient_guideline(url='https://www.nccn.org/patientresources/patient-resources/guidelines-for-patients/guidelines-for-patients-details?patientGuidelineId=61')MAGICapp Living Guidelines
MAGICapp_list_guidelines(limit) — List living guidelines.
r.get('data', []) gives the listname, NOT title; use item['name'] for guideline titleitem['guidelineId'] for follow-up callsMAGICapp_get_guideline(guideline_id) — Get full guideline details.
MAGICapp_get_recommendations(guideline_id) — Get recommendations for a guideline.
MAGICapp_get_sections(guideline_id) — Get sections.
NCI Resources ⚠️ (Research tools catalog, NOT clinical guidelines)
NCI_search_cancer_resources(q, size) — Search NCI Research Resources for Researchers (R4R).
q (NOT query), size (NOT limit — use size for result count)r.get('data', {}).get('results', []) gives the listNCI_search_cancer_resources(q='colorectal cancer screening', size=5)Recommended workflow for gene-drug queries:
Step 1: CPIC_get_gene_info(genesymbol='GENE') → gene overview
Step 2: CPIC_get_gene_drug_pairs(genesymbol='GENE') → all drug pairs + CPIC levels
Step 3: CPIC_list_guidelines(limit=50) → find guideline_id for gene+drug
Step 4: CPIC_get_recommendations(guideline_id=N) → specific dosing recommendations
Step 5: CPIC_get_alleles(genesymbol='GENE') → allele definitionsAll CPIC tools return dict-wrapped: use r.get('data', []) to access results.
CPIC_get_gene_info(genesymbol) — Gene overview.
CPIC_get_gene_info(genesymbol='CYP2D6')CPIC_get_gene_drug_pairs(genesymbol, limit) — All gene-drug interactions with CPIC levels.
data = list of {genesymbol, drugid, cpiclevel, pgkbcalevel, usedforrecommendation, ...}cpiclevel A/B/C/D: A = strongest evidenceCPIC_list_guidelines(limit) — All CPIC guidelines.
data = list of {name: 'GENE and Drug', guidelineId, url, ...}guidelineId for a specific gene+drug pairCPIC_get_recommendations(guideline_id, limit) — Get dosing recommendations.
guideline_id (integer), NOT genesymbolCPIC_list_guidelines, then call thisCPIC_get_recommendations(guideline_id=100416, limit=20)CPIC_get_alleles(genesymbol, limit) — Allele definitions.
clinicalfunctionalstatus field (NOT functionalstatus which is always null)CPIC_get_alleles(genesymbol='CYP2D6', limit=10)CPIC_get_drug_info(drugname) — Drug details.
CPIC_get_drug_info(drugname='codeine')CPIC_search_gene_drug_pairs(genesymbol, limit) — Search gene-drug pairs.
genesymbol='eq.CYP2D6' (not just 'CYP2D6')CPIC_search_gene_drug_pairs(genesymbol='eq.CYP2D6', limit=5)NICE_Guideline_Full_Text(url) — Get NICE guideline text.
.../chapter/Recommendations)WHO_Guideline_Full_Text(url) — Get WHO guideline text.
AHA_ACC_get_guideline(pmid) — Get AHA/ACC guideline text via PMC.
# Clinical Guidelines: [Topic]
## Summary
[2-3 sentence overview of what guidelines say]
## Key Recommendations
### [Source 1: NICE/ADA/NCCN/etc.]
[Key recommendations with evidence grade, URL]
### [Source 2]
[Key recommendations]
## Pharmacogenomics (if applicable)
[CPIC phenotype-to-recommendation table]
## References
[All URLs cited]CPIC returns multiple records for the same phenotype (one per allele combination). Before presenting:
seen_phenotypes = set()
unique_recs = []
for rec in recs:
phenotype = rec.get('phenotype') or rec.get('lookupkey', '')
if phenotype not in seen_phenotypes:
seen_phenotypes.add(phenotype)
unique_recs.append(rec)query, limit) — UK, high qualityquery, limit) — multi-society aggregator ⭐ best for breadthquery, limit, search_type='guidelines')CPIC_get_gene_info(genesymbol) → overviewCPIC_get_gene_drug_pairs(genesymbol) → all drugs with CPIC levelsCPIC_list_guidelines(limit=50) → find guideline_id for target gene+drugCPIC_get_recommendations(guideline_id=N) → specific recs (deduplicate by phenotype)'pharmacologic approaches' instead of 'metformin first-line')| Tool | CORRECT | WRONG |
|---|---|---|
| NICE_Clinical_Guidelines_Search | query='...', limit=N (both required) | ❌ q='...' |
| TRIP_Database_Guidelines_Search | search_type='guidelines' required | ❌ omitting search_type |
| OpenAlex_Guidelines_Search | year_from/year_to are optional | ❌ treating as required |
| PubMed_Guidelines_Search | api_key is optional (omit or use '') | ❌ treating api_key as required |
| GIN_Guidelines_Search | limit=N required | ❌ omitting limit |
| CMA_Guidelines_Search | limit=N required | ❌ omitting limit |
| SIGN_search_guidelines | query='...' (NOT q) | ❌ q='...' |
| CTFPHC_search_guidelines | query='...' (NOT q) | ❌ q='...' |
| NCI_search_cancer_resources | q='...', size=N (NOT limit) | ❌ query=... or limit=N |
| NCCN_list_patient_guidelines | field cancer_type (not title) | ❌ .get('title') |
| NCCN_get_patient_guideline | url='https://...' (full URL string) | ❌ integer patientGuidelineId |
| MAGICapp_list_guidelines | r.get('data', []) for list | ❌ accessing r directly as list |
| MAGICapp_* items | field name (not title) | ❌ .get('title') |
| CPIC_* tools | r.get('data', []) for list | ❌ accessing r directly |
| CPIC_get_recommendations | guideline_id=N (integer) | ❌ genesymbol='CYP2D6' |
| CPIC_search_gene_drug_pairs | genesymbol='eq.CYP2D6' (PostgREST) | ❌ genesymbol='CYP2D6' |
| CPIC_get_alleles | use clinicalfunctionalstatus field | ❌ functionalstatus (always null) |
| NCI_search_cancer_resources | r.get('data',{}).get('results',[]) | ❌ r.get('data', []) |
| Tool | Return type | Access pattern |
|---|---|---|
| NICE_Clinical_Guidelines_Search | list (raw) | result[0]['title'] |
| GIN_Guidelines_Search | list (raw) | result[0]['title'] |
| TRIP_Database_Guidelines_Search | list (raw) | result[0]['title'] |
| WHO_Guidelines_Search | list (raw) | result[0]['title'] |
| EuropePMC_Guidelines_Search | list (raw) | result[0]['title'] |
| PubMed_Guidelines_Search | list (raw) | result[0]['title'] |
| CMA_Guidelines_Search | list (raw) | result[0]['title'] |
| SIGN_search_guidelines | list (raw) | result[0]['title'] |
| CTFPHC_search_guidelines | list (raw) | result[0]['title'] |
| ADA_search_standards | list (raw) | result[0]['title'] |
| AHA_ACC_search_guidelines | list (raw) | result[0]['title'] |
| NCCN_search_guidelines | list (raw) | result[0]['title'] |
| NCCN_list_patient_guidelines | list (raw) | result[0]['cancer_type'] |
| OpenAlex_Guidelines_Search | list (raw) | result[0]['title'] |
| CPIC_list_guidelines | dict → data | r.get('data', [])[0]['name'] |
| CPIC_get_gene_drug_pairs | dict → data | r.get('data', [])[0]['genesymbol'] |
| CPIC_get_recommendations | dict → data | r.get('data', [])[0] |
| CPIC_get_gene_info | dict → data | r.get('data', {}) |
| MAGICapp_list_guidelines | dict → data | r.get('data', [])[0]['name'] |
| NCI_search_cancer_resources | dict nested | r.get('data',{}).get('results',[])[0]['title'] |
.../chapter/Recommendations) may need direct URL© lamm-mit, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (scripts) in skills/clinical-guidelines of lamm-mit/scienceclaw.
Open the folder on GitHubat commit ab9aba1
Clinical Guidelines 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 |
|---|---|---|---|---|---|---|
| Clinical Guidelines this skilllamm-mit/scienceclaw | 244 | — | ~5k | Automated safety check: Pass | Apache-2.0 | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Read arXiv Paperkarpathy/nanochat | 58k | 2 repos | ~494 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
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.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
lamm-mit/scienceclaw
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources.
lamm-mit/scienceclaw
Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections.
lamm-mit/scienceclaw
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index.
lamm-mit/scienceclaw
Cloud-based quantum chemistry platform with Python API. An agent skill from lamm-mit/scienceclaw.
lamm-mit/scienceclaw
Create professional infographics using Nano Banana Pro AI with smart iterative refinement.
lamm-mit/scienceclaw
Generate comprehensive disease research reports using 100+ ToolUniverse tools.
Categories
ToolUniverse workflow — Clinical Guidelines. An agent skill from lamm-mit/scienceclaw. Clinical Guidelines is an agent skill from lamm-mit/scienceclaw.
Clinical Guidelines fits situations like: research & Science work in your project.
Run `npx skills add lamm-mit/scienceclaw --skill clinical-guidelines -a claude-code`. Or copy the skill folder (skills/clinical-guidelines in lamm-mit/scienceclaw) into .claude/skills/clinical-guidelines in your project. Claude Code loads it when a task matches its description.
Run `npx skills add lamm-mit/scienceclaw --skill clinical-guidelines -a codex`. Or copy the skill folder (skills/clinical-guidelines in lamm-mit/scienceclaw) into .agents/skills/clinical-guidelines in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lamm-mit/scienceclaw --skill clinical-guidelines -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/clinical-guidelines, .gemini/skills/clinical-guidelines, .github/skills/clinical-guidelines and .opencode/skills/clinical-guidelines in your project.
Going by SKILL.md and its folder, Clinical Guidelines needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: nccn.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Clinical Guidelines is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 5k tokens (SKILL.md is roughly 20k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Clinical Guidelines: Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars) and Read arXiv Paper (karpathy/nanochat, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
lamm-mit (a GitHub user) maintains it in lamm-mit/scienceclaw, which has 244 GitHub stars. The repository holds 85 skills in this directory. The repository was last updated on August 21, 2026.
Source: lamm-mit/scienceclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.