scienceskillscommon

90 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By mkurman/zorai (GitHub) · coding · 327 stars · scanned at commit 8ea1fc3

Shared Python package for Science Skills, currently containing http_client -- a unified HTTP client with rate limiting, retries, and exponential backoff. Not a standalone agent skill. Do not invoke directly.

Works with any agent that supports SKILL.md skills.

What this skill can do

Connects to the internet

The author does not mention this.

Found in 25 places.

plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 26Transport is `urllib.request` (stdlib) — no third-party dependencies.
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 64import http.client
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 74import urllib.request

Show 17 more

plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 163response: http.client.HTTPResponse,
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 164) -> http.client.HTTPResponse | gzip.GzipFile:
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 285headers: Response headers (dict-like or `http.client.HTTPMessage`).
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 346Uses `urllib.request` as the transport layer. Handles gzip decompression,
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 462) -> urllib.request.Request:
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 463"""Build a `urllib.request.Request` from the given parameters."""
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 482req = urllib.request.Request(
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 490def fetch(
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 5062. Sends the request via `urllib.request`.
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 549Convenience wrapper around `fetch()` that adds an
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 555**kwargs: Keyword arguments to pass to `fetch()`.
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 566resp = self.fetch(url, headers=hdrs, **kwargs)
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 576**kwargs: Keyword arguments to pass to `fetch()`.
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 584return self.fetch(url, **kwargs).data
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 593**kwargs: Keyword arguments to pass to `fetch()`.
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 601return self.fetch(url, **kwargs).text
plugins/zorai-plugin-science/chembl/scienceskillscommon/http_client.py, line 613) -> Iterator[http.client.HTTPResponse]:

and 5 more places

Runs commands on your computer

The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.

Found in 11 places.

plugins/zorai-plugin-science/chembl/plugin.json, line 19"command": "python scripts/chembl_api.py status --output \"${CH_OUTPUT:-chembl_status.json}\""
plugins/zorai-plugin-science/chembl/plugin.json, line 25"command": "python scripts/chembl_api.py molecule ${CH_ID:+--id $CH_ID} ${CH_SMILES:+--smiles $CH_SMILES} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_LIMIT:+--limit
plugins/zorai-plugin-science/chembl/plugin.json, line 31"command": "python scripts/chembl_api.py target ${CH_ID:+--id $CH_ID} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_LIMIT:+--limit $CH_LIMIT} ${CH_OFFSET:+--offset $CH

Show 8 more

plugins/zorai-plugin-science/chembl/plugin.json, line 37"command": "python scripts/chembl_api.py activity ${CH_ID:+--id $CH_ID} ${CH_MOLECULE:+--molecule $CH_MOLECULE} ${CH_TARGET:+--target $CH_TARGET} ${CH_LIMIT:+--
plugins/zorai-plugin-science/chembl/plugin.json, line 43"command": "python scripts/chembl_api.py assay ${CH_ID:+--id $CH_ID} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_LIMIT:+--limit $CH_LIMIT} ${CH_FORMAT:+--format $CH_
plugins/zorai-plugin-science/chembl/plugin.json, line 49"command": "python scripts/chembl_api.py drug ${CH_ID:+--id $CH_ID} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_LIMIT:+--limit $CH_LIMIT} ${CH_FORMAT:+--format $CH_F
plugins/zorai-plugin-science/chembl/plugin.json, line 55"command": "python scripts/chembl_api.py mechanism ${CH_ID:+--id $CH_ID} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_LIMIT:+--limit $CH_LIMIT} ${CH_FORMAT:+--format
plugins/zorai-plugin-science/chembl/plugin.json, line 61"command": "python scripts/chembl_api.py similarity --smiles \"${CH_SMILES:?set CH_SMILES}\" ${CH_THRESHOLD:+--threshold $CH_THRESHOLD} ${CH_LIMIT:+--limit $CH_
plugins/zorai-plugin-science/chembl/plugin.json, line 67"command": "python scripts/chembl_api.py substructure --smiles \"${CH_SMILES:?set CH_SMILES}\" ${CH_LIMIT:+--limit $CH_LIMIT} ${CH_FORMAT:+--format $CH_FORMAT}"
plugins/zorai-plugin-science/chembl/plugin.json, line 73"command": "python scripts/chembl_api.py image ${CH_ID:?set CH_ID (ChEMBL molecule ID like CHEMBL25)} ${CH_FORMAT:+--format $CH_FORMAT} ${CH_OUTPUT:+--output $C
plugins/zorai-plugin-science/chembl/plugin.json, line 79"command": "python scripts/chembl_api.py \"${CH_SUBCOMMAND:?set CH_SUBCOMMAND}\" ${CH_ID:+--id $CH_ID} ${CH_SEARCH:+--search $CH_SEARCH} ${CH_SMILES:+--smiles $

Other copies in this repository

mkurman/zorai has 34 more folders with a skill named scienceskillscommon. This page shows the lowest-scoring copy.

plugins/zorai-plugin-science/gnomad/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/clinvar/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/ensembl/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/uniprot/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/openalex/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/reactome/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/alphagenome/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/embl-ebi-ols/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/pdb-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/gtex-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/dbsnp-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/jaspar-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/pubmed-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/string-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/openfda-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/pubchem-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/quickgo-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/unibind-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/interpro-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/alphafold-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/ncbi-sequence-fetch/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/opentargets-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/protein-sequence-msa/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/encode-ccres-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/literature-search-arxiv/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/clinical-trials-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/literature-search-biorxiv/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/foldseek-structural-search/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/ucsc-conservation-and-tfbs/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/literature-search-europepmc/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/human-protein-atlas-database/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/protein-sequence-similarity-search/scienceskillscommon 90/100 · Low risk
plugins/zorai-plugin-science/scienceskillscommon 95/100 · Low risk
skills/scientific-skills-gdm/scienceskillscommon 95/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'scienceskillscommon' ] || [ -L ~/.agents/skills/'scienceskillscommon' ]; then echo 'A skill folder named scienceskillscommon already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mkurman/zorai' "$d" && git -C "$d" checkout --quiet '8ea1fc3ae126b6e103b8508bacd8f5aa60b6f4ad' -- 'plugins/zorai-plugin-science/chembl/scienceskillscommon' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/zorai-plugin-science/chembl/scienceskillscommon' ~/.agents/skills/'scienceskillscommon' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'scienceskillscommon' ~/.claude/skills/'scienceskillscommon' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-13	`8ea1fc3`	90