Bio Pathway Kegg Pathways
GPTomics/bioSkills
Tests gene lists, ranked vectors, and fold-change vectors against KEGG pathways and modules with clusterProfiler enrichKEGG/enrichMKEGG (ORA), gseKEGG (GSEA), and SPIA/graphite (signed-topology…
Run sequence similarity searches via the NCBI BLAST REST API
$ npx skills add wentorai/research-plugins --skill ncbi-blast-api -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins ncbi-blast-api --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/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .claude/skills/ncbi-blast-api && 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 "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .claude/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-apiType 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 wentorai/research-plugins --skill ncbi-blast-api -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins ncbi-blast-api --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .agents/skills/ncbi-blast-api && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .agents/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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 wentorai/research-plugins --skill ncbi-blast-api -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins ncbi-blast-api --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .cursor/skills/ncbi-blast-api && 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 "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .cursor/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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/wentorai/research-plugins.git --path skills/domains/biomedical/ncbi-blast-api--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 wentorai/research-plugins --skill ncbi-blast-api -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins ncbi-blast-api --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .gemini/skills/ncbi-blast-api && 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 "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .gemini/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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 wentorai/research-plugins ncbi-blast-apiInstalls 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 wentorai/research-plugins --skill ncbi-blast-api -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .github/skills/ncbi-blast-api && 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 "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .github/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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 wentorai/research-plugins --skill ncbi-blast-api -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins ncbi-blast-api --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/biomedical/ncbi-blast-api .opencode/skills/ncbi-blast-api && 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 "ncbi-blast-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ncbi-blast-api into .opencode/skills/ncbi-blast-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ncbi-blast-api", 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.
ncbi-blast-apiRun sequence similarity searches via the NCBI BLAST REST API
Ncbi Blast API is an agent skill from wentorai/research-plugins. Run sequence similarity searches via the NCBI BLAST REST API
Its SKILL.md is about 1.6k 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 Backend & APIs, covering REST APIs and Vector databases. It works with NCBI. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit bf44b3c. 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.
Shell commands in SKILL.md call:
curlFrom 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:
blast.ncbi.nlm.nih.govAlso links to:
ncbi.nlm.nih.govFrom 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.
Ncbi Blast API loads about 1.6k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 245 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); files beside SKILL.md are not scanned.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 245 words, ~1,630 tokens.
.claude/skills/ncbi-blast-api/SKILL.md (or your agent's skills folder).BLAST (Basic Local Alignment Search Tool) is the most widely used bioinformatics tool, comparing nucleotide or protein sequences against databases to find regions of similarity. The NCBI BLAST REST API enables programmatic submission of searches, status polling, and result retrieval. Free, no authentication required (but rate-limited).
BLAST searches are asynchronous: submit → poll → retrieve.
# Nucleotide BLAST (blastn)
curl -X POST "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi" \
-d "CMD=Put&PROGRAM=blastn&DATABASE=nt&QUERY=ATGCGATCGATCG..."
# Protein BLAST (blastp)
curl -X POST "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi" \
-d "CMD=Put&PROGRAM=blastp&DATABASE=nr&QUERY=MKTLLLTLVVVTIVCL..."
# BLAST with specific parameters
curl -X POST "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi" \
-d "CMD=Put&PROGRAM=blastn&DATABASE=nt&QUERY=SEQUENCE&\
EXPECT=0.001&WORD_SIZE=11&HITLIST_SIZE=50"# Poll for completion (returns XML with Status field)
curl "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi?CMD=Get&FORMAT_OBJECT=SearchInfo&RID=YOUR_RID"# Get results in XML
curl "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi?CMD=Get&FORMAT_TYPE=XML&RID=YOUR_RID"
# Get results in JSON
curl "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi?CMD=Get&FORMAT_TYPE=JSON2_S&RID=YOUR_RID"
# Get results in tabular format
curl "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi?CMD=Get&FORMAT_TYPE=Tabular&RID=YOUR_RID"| Program | Query → Database | Use case |
|---|---|---|
blastn | Nucleotide → Nucleotide | DNA/RNA similarity |
blastp | Protein → Protein | Protein homology |
blastx | Translated nuc → Protein | Find protein homologs of DNA |
tblastn | Protein → Translated nuc | Find DNA encoding similar protein |
tblastx | Translated nuc → Translated nuc | Compare at protein level |
| Database | Content |
|---|---|
nt | All GenBank nucleotide sequences |
nr | Non-redundant protein sequences |
refseq_rna | RefSeq RNA sequences |
refseq_protein | RefSeq protein sequences |
swissprot | UniProtKB/Swiss-Prot (curated) |
pdb | Protein Data Bank sequences |
| Parameter | Description | Default |
|---|---|---|
PROGRAM | BLAST program | Required |
DATABASE | Target database | Required |
QUERY | Sequence or accession | Required |
EXPECT | E-value threshold | 10 |
WORD_SIZE | Word size | 11 (blastn), 6 (blastp) |
HITLIST_SIZE | Max results | 100 |
MATRIX | Scoring matrix (protein) | BLOSUM62 |
FILTER | Low complexity filter | L |
ENTREZ_QUERY | Restrict to organism | Homo sapiens[ORGN] |
import time
import requests
from xml.etree import ElementTree
BLAST_URL = "https://blast.ncbi.nlm.nih.gov/blast/Blast.cgi"
def submit_blast(sequence: str, program: str = "blastn",
database: str = "nt",
evalue: float = 0.001) -> str:
"""Submit a BLAST search, return Request ID."""
resp = requests.post(BLAST_URL, data={
"CMD": "Put",
"PROGRAM": program,
"DATABASE": database,
"QUERY": sequence,
"EXPECT": evalue,
"HITLIST_SIZE": 50,
})
resp.raise_for_status()
for line in resp.text.split("\n"):
if "RID = " in line:
return line.split("=")[1].strip()
raise ValueError("No RID in response")
def wait_for_results(rid: str, poll_interval: int = 15,
max_wait: int = 300) -> bool:
"""Poll until BLAST search completes."""
elapsed = 0
while elapsed < max_wait:
resp = requests.get(BLAST_URL, params={
"CMD": "Get",
"FORMAT_OBJECT": "SearchInfo",
"RID": rid,
})
if "Status=READY" in resp.text:
return True
if "Status=FAILED" in resp.text:
raise RuntimeError("BLAST search failed")
time.sleep(poll_interval)
elapsed += poll_interval
raise TimeoutError(f"BLAST timed out after {max_wait}s")
def get_results(rid: str) -> list:
"""Retrieve BLAST results as parsed hits."""
resp = requests.get(BLAST_URL, params={
"CMD": "Get",
"FORMAT_TYPE": "XML",
"RID": rid,
})
resp.raise_for_status()
root = ElementTree.fromstring(resp.text)
ns = ""
hits = []
for hit in root.iter(f"{ns}Hit"):
hsps = hit.find(f"{ns}Hit_hsps")
hsp = hsps.find(f"{ns}Hsp") if hsps is not None else None
hits.append({
"accession": hit.findtext(f"{ns}Hit_accession", ""),
"description": hit.findtext(f"{ns}Hit_def", ""),
"length": int(hit.findtext(f"{ns}Hit_len", "0")),
"evalue": float(hsp.findtext(f"{ns}Hsp_evalue", "999"))
if hsp is not None else 999,
"identity": float(hsp.findtext(f"{ns}Hsp_identity", "0"))
if hsp is not None else 0,
"score": float(hsp.findtext(f"{ns}Hsp_bit-score", "0"))
if hsp is not None else 0,
})
return hits
# Example: BLAST a short DNA sequence
rid = submit_blast("ATGCGATCGATCGATCGATCGATCG", program="blastn")
print(f"Submitted BLAST search: {rid}")
wait_for_results(rid)
hits = get_results(rid)
for h in hits[:5]:
print(f"{h['accession']}: {h['description'][:60]}...")
print(f" E-value: {h['evalue']:.2e} | Identity: {h['identity']}")© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/domains/biomedical/ncbi-blast-api of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Ncbi Blast API 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 |
|---|---|---|---|---|---|---|
| Ncbi Blast API this skillwentorai/research-plugins | 298 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Bio Pathway Kegg PathwaysGPTomics/bioSkills | 1.2k | 1 repos | ~5.4k | Automated safety check: Pass | MIT | |
| Bio Clinical Databases Clinvar LookupFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | — | ~1.4k | Automated safety check: Pass | None | |
| Chem Similarity Searchlearningmatter-mit/AtomisticSkills | 176 | — | ~614 | Automated safety check: Pass | MIT | |
| Open NotebookK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| CohesivityAnil-matcha/awesome-muse-connectors | 1.3k | — | ~1.1k | Automated safety check: Pass | MIT |
GPTomics/bioSkills
Tests gene lists, ranked vectors, and fold-change vectors against KEGG pathways and modules with clusterProfiler enrichKEGG/enrichMKEGG (ORA), gseKEGG (GSEA), and SPIA/graphite (signed-topology…
FreedomIntelligence/OpenClaw-Medical-Skills
Query ClinVar for variant pathogenicity classifications, review status, and disease associations via REST API or local VCF.
learningmatter-mit/AtomisticSkills
Find structurally similar chemical compounds using PubChem's 2D fast similarity engine via the PUG-REST API.
K-Dense-AI/scientific-agent-skills
Organizes research with the self-hosted Open Notebook alternative to NotebookLM.
Anil-matcha/awesome-muse-connectors
Backend infrastructure for a project via Cohesivity (cohesivity.ai).
oracle/skills
Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows.
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Works with
Categories
Run sequence similarity searches via the NCBI BLAST REST API. Ncbi Blast API is an agent skill from wentorai/research-plugins.
Ncbi Blast API fits situations like: tasks that involve REST APIs; tasks that involve Vector databases.
Run `npx skills add wentorai/research-plugins --skill ncbi-blast-api -a claude-code`. Or copy the skill folder (skills/domains/biomedical/ncbi-blast-api in wentorai/research-plugins) into .claude/skills/ncbi-blast-api in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill ncbi-blast-api -a codex`. Or copy the skill folder (skills/domains/biomedical/ncbi-blast-api in wentorai/research-plugins) into .agents/skills/ncbi-blast-api 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 wentorai/research-plugins --skill ncbi-blast-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ncbi-blast-api, .gemini/skills/ncbi-blast-api, .github/skills/ncbi-blast-api and .opencode/skills/ncbi-blast-api in your project.
Going by SKILL.md and its folder, Ncbi Blast API needs the command-line tools its instructions call (curl). Our summary lists: Python 3.
SKILL.md names 2 domains. In commands or code: blast.ncbi.nlm.nih.gov; the agent is likely to contact it when it follows the instructions. As links in the text: ncbi.nlm.nih.gov. 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. Review the folder before installing.
Ncbi Blast API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Ncbi Blast API: Bio Pathway Kegg Pathways (GPTomics/bioSkills, 1.2k stars), Bio Clinical Databases Clinvar Lookup (FreedomIntelligence/OpenClaw-Medical-Skills, 3.1k stars), Chem Similarity Search (learningmatter-mit/AtomisticSkills, 176 stars) and Open Notebook (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.