Chalk Labs
Need help deploying biopython?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/hongmaple0820-biopython
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions: not checked yet.
What's inside
- Skill name
biopython- Description
- Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
- License
- Unknown
- Metadata
- skill-author: K-Dense Inc.
- Instructions
- 436 lines in SKILL.md · view on GitHub
Files (8)
- SKILL.md
- advanced.md · references/
- alignment.md · references/
- blast.md · references/
- databases.md · references/
- phylogenetics.md · references/
- sequence_io.md · references/
- structure.md · references/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from hongmaple0820/agent-academy
- 0.477score
designing-apis
hongmaple0820
Design APIs that are secure, scalable, and maintainable using RESTful, GraphQL, and event-driven patterns.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
hugging-face-trackio
hongmaple0820
Track and visualize ML training experiments with Trackio.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
hugging-face-cli
hongmaple0820
Execute Hugging Face Hub operations using the `hf` CLI.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
creating-dashboards
hongmaple0820
Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
designing-layouts
hongmaple0820
Designs layout systems and responsive interfaces including grid systems, flexbox patterns, sidebar layouts, and responsive breakpoints.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
building-tables
hongmaple0820
Builds tables and data grids for displaying tabular information, from simple HTML tables to complex enterprise data grids.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
implementing-search-filter
hongmaple0820
Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
visualizing-data
hongmaple0820
Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
building-forms
hongmaple0820
Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages.
SkillDFreshness: D★ 11Claude Code +9 - 0.474score
daily-review
hongmaple0820
每日复盘技能，在每天结束时进行系统性回顾。触发词：每日复盘、日复盘、今日复盘、daily review、今日总结。自动归档到 memory/ 目录形成永久记忆，支持定时触发和手动触发。首次使用请阅读 REVIEW_STANDARDS.md 学习复盘规范。
SkillDFreshness: D★ 11Claude Code +9 - 0.472score
code-maturity-assessor
hongmaple0820
Systematic code maturity assessment using Trail of Bits' 9-category framework.
SkillDFreshness: D★ 11Claude Code +9 - 0.472score
cosmos-vulnerability-scanner
hongmaple0820
Scans Cosmos SDK blockchains for 9 consensus-critical vulnerabilities including non-determinism, incorrect signers, ABCI panics, and rounding errors.
SkillDFreshness: D★ 11Claude Code +9
Signals
- Stars
- 11
- Forks
- 2
- Open issues
- 0
- Last commit (this folder)
- Mar 12, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Unknown
- Repository
- github.com/hongmaple0820/agent-academy
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.411score
biopython
beita6969
Comprehensive molecular biology toolkit.
SkillDFreshness: D★ 1KClaude Code +9 - 0.334score
biopython
LUNARTECH-X
Comprehensive molecular biology toolkit.
SkillCFreshness: C★ 17Claude Code +9 - 0.328score
biopython
CliffVale
Comprehensive molecular biology toolkit.
SkillBFreshness: B★ 1Claude Code +9 - 0.327score
biopython
tassiovale
Comprehensive molecular biology toolkit.
SkillCFreshness: C★ 12Claude Code +9 - 0.320score
biopython
shushuzn
Comprehensive molecular biology toolkit.
SkillCFreshness: C★ 5Claude Code +9 - 0.315score
biopython
nikhilesh-s
Comprehensive molecular biology toolkit.
SkillBFreshness: BClaude Code +9 - 0.313score
biopython
qinyan-ai
Comprehensive molecular biology toolkit.
SkillDFreshness: D★ 87Claude Code +9 - 0.312score
biopython
mkurman
Comprehensive molecular biology toolkit.
SkillAFreshness: A★ 325Claude Code +9 - 0.302score
biopython
Zaoqu-Liu
Comprehensive molecular biology toolkit.
SkillDFreshness: D★ 60Claude Code +9 - 0.285score
biopython
PROgram52bc
Comprehensive molecular biology toolkit.
SkillCFreshness: CClaude Code +9 - 0.259score
biopython
Vaishnav14220
Comprehensive molecular biology toolkit.
SkillDFreshness: D★ 1Claude Code +9 - 0.259score
biopython
yf8578
Comprehensive molecular biology toolkit.
SkillDFreshness: D★ 1Claude Code +9
More from hongmaple0820
- 0.477score
implementing-search-filter
hongmaple0820
Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
building-forms
hongmaple0820
Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
hugging-face-cli
hongmaple0820
Execute Hugging Face Hub operations using the `hf` CLI.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
hugging-face-trackio
hongmaple0820
Track and visualize ML training experiments with Trackio.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
visualizing-data
hongmaple0820
Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics.
SkillDFreshness: D★ 11Claude Code +9 - 0.477score
building-tables
hongmaple0820
Builds tables and data grids for displaying tabular information, from simple HTML tables to complex enterprise data grids.
SkillDFreshness: D★ 11Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get biopython running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
biopython skill. Agent Mart. https://agentmart.dev/skills/hongmaple0820-biopython (last updated 2026-10-24)