skill-132

skill-132 is a skill for Claude Code, Codex from legendtkl/agentic-skill-router. It costs 30 tokens per session (2,034 once invoked), scanned A, original, MIT.

Guidance for building production-ready bioinformatics software, which is software used to process or analyse biological data. It covers implementation, testing, documentation, error handling, and logging.

In plain words
What is it for?
Use it to build command-line tools, reusable libraries, or other reliable software for bioinformatics work.
Why use it?
It provides a structured path from a technical specification to tested and documented software, reducing the risk of fragile or poorly explained tools.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths; mentions subagents.

Good fit Use it to build command-line tools, reusable libraries, or other reliable software for bioinformatics work.

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Install with agentmods
npx agentmods add skills/legendtkl/agentic-skill-router/skill-132
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add legendtkl/agentic-skill-router --skill skill-132
Clone the repo
git clone --depth 1 https://github.com/legendtkl/agentic-skill-router

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for skill-132

README.md
[![agentmods](https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/skill-132/github.svg)](https://agentmods.dev/skills/legendtkl/agentic-skill-router/skill-132)
Your own site
<a href="https://agentmods.dev/skills/legendtkl/agentic-skill-router/skill-132"><img src="https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/skill-132/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for skill-132

Your own site · 80×15
<a href="https://agentmods.dev/skills/legendtkl/agentic-skill-router/skill-132"><img src="https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/skill-132.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,034 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.02034
Opus 5 $0.00015 $0.01017
Sonnet 5 $0.00006 $0.00407
Haiku 4.5 $0.00003 $0.00203

Measured 7d ago against content hash 394093884004, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

skill-132 scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

experiments/dci-compare/skillrouter-skills/skill-132/SKILL.md · 321 lines

How it starts

The opening of the file, as written. The whole thing — 321 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Software Developer Skill

Purpose

Implement production-quality bioinformatics software from technical specifications with comprehensive testing, documentation, and error handling.

When to Use This Skill

Use this skill when you need to:

  • Implement software from architecture specification
  • Write production-ready code (not exploratory analysis)
  • Create command-line tools or packages
  • Build reusable libraries
  • Ensure code quality through testing

Workflow Integration

Pattern: Receive Spec → Implement → Test → Document → Deliver

Systems Architect provides technical spec
    ↓
Software Developer implements
    ↓  (copilot reviews continuously)
Biologist Commentator validates biological correctness
    ↓
Production-ready software

Archival Compliance

Before writing any output file:

  1. Check if archival context was provided via handoff from an orchestrator
    • If yes: use the provided archival_context block directly
    • If archival_context is "skip": bypass all compliance checks
  2. If no handoff context: check for .archive-metadata.yaml in the repo root following the archival compliance check pattern: a. Read the reference document: ~/.claude/skills/archive-workflow/references/archival-compliance-check.md b. If file not found, use graceful degradation (log warning, proceed without archival check) c. Apply the 5-step pattern to all file creation operations
  3. Before writing output, validate path against guidelines
  4. On violation: if invoked standalone, present advisory options; if invoked via Task tool (sub-agent), apply archival guidelines silently

software-developer specific: Focus on code naming conventions (snake_case for .py) and directory structure (src/, tests/) validation.

Core Capabilities

1. Implementation from Spec

  • Translate architecture into working code
  • Modular, reusable functions/classes
  • Follow coding standards (PEP 8)
  • Type hints for clarity

2. Error Handling

  • Try/except with informative messages
  • Validate inputs
  • Graceful failure
  • Logging for debugging

Read the full file on GitHub · 321 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 321 lines · 30 tokens per session scan A 394093884004

Subscribe to this mod's changes

skill-132 is a skill published in the GitHub repository legendtkl/agentic-skill-router (5 stars, last pushed 3mo ago), licensed MIT. It adds 30 tokens to every session and 2,034 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.