dependency-research

dependency-research is a skill for Claude Code from dean0x/devflow. It costs 40 tokens per session (1,035 once invoked), scanned A, original, MIT.

A research step for common utility and infrastructure code before writing a custom implementation.

In plain words
What is it for?
Use it when adding parsing, validation, formatting, HTTP wrappers, retries, caching, file operations, command-line handling, logging, configuration, or test utilities.
Why use it?
It reduces the risk of rebuilding an unreliable version of an existing, maintained package with overlooked edge cases.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents.

Good fit Use it when adding parsing, validation, formatting, HTTP wrappers, retries, caching, file operations, command-line handling, logging, configuration, or test utilities.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dean0x/devflow/dependency-research
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 dean0x/devflow --skill dependency-research
Clone the repo
git clone --depth 1 https://github.com/dean0x/devflow

Made for: Claude Code.

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 dependency-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/dean0x/devflow/dependency-research/github.svg)](https://agentmods.dev/skills/dean0x/devflow/dependency-research)
Your own site
<a href="https://agentmods.dev/skills/dean0x/devflow/dependency-research"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/dependency-research/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 dependency-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/dean0x/devflow/dependency-research"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/dependency-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,035 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 117
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
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 $0.00040 $0.01035
Opus 5.5 $0.00016 $0.00414
Sonnet 5.5 $0.00008 $0.00207
Haiku 4.5 $0.00004 $0.00103

Measured 7d ago against content hash a2c82038d7a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dependency-research 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.

src/assets/skills/dependency-research/SKILL.md · 131 lines

How it starts

The opening of the file, as written. The whole thing — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research

Research before building. Check if a battle-tested solution exists before writing custom utility code.

Iron Law

RESEARCH BEFORE BUILDING

Never write custom utility code without first checking if a battle-tested solution exists. The best code is code you don't write. A maintained package with thousands of users will always beat a hand-rolled utility in reliability, edge cases, and long-term maintenance.

When This Skill Activates

Triggers — creating or modifying code that:

  • Parses, formats, or validates data (dates, URLs, emails, UUIDs, etc.)
  • Implements common algorithms (sorting, diffing, hashing, encoding)
  • Wraps HTTP clients, retries, rate limiting, caching
  • Handles file system operations beyond basic read/write
  • Implements CLI argument parsing, logging, or configuration
  • Creates test utilities (mocking, fixtures, assertions)

Does NOT trigger for:

  • Domain-specific business logic unique to this project
  • Glue code connecting existing components
  • Trivial operations (< 5 lines, single-use)
  • Code that intentionally avoids external dependencies (e.g., zero-dep libraries)

Research Process

Phase 1: Need Analysis

Before searching, define what you actually need:

Need: {one-sentence description of the capability}
Constraints: {runtime, bundle size, license, zero-dep requirement}
Must-haves: {non-negotiable requirements}
Nice-to-haves: {optional features}

Phase 2: Search

Spawn an Explore subagent when you can spawn agents, to keep main session context clean; otherwise search directly, using the template's questions as your checklist.

Prompt template for the Explore agent:

Agent(subagent_type="Explore"):
"Research existing solutions for: {need description}

Search for:
1. npm/PyPI/crates packages that solve this (check package.json/requirements.txt for ecosystem)
2. Existing utilities in this codebase (grep for related function names)
3. Framework built-ins that already handle this

For each candidate, find:
- Package name and weekly downloads (if applicable)
- Last publish date and maintenance status
- Bundle size / dependency count
- API surface relevant to our need
- License compatibility

Return top 3 candidates with pros/cons, or confirm nothing suitable exists."

Read the full file on GitHub · 131 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 Changed · -3 lines · -16 tokens per session a2c82038d7a6
  2. 1mo ago First seen · 134 lines · 56 tokens per session scan A 0e0098bd2a95

Subscribe to this mod's changes

dependency-research is a skill published in the GitHub repository dean0x/devflow (20 stars, last pushed today), licensed MIT. It adds 40 tokens to every session and 1,035 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.

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