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dev-doc-match-resource

dev-doc-match-resource is a skill for Claude Code, Codex from jaylpp/pandajay-skills. It costs 78 tokens per session (678 once invoked), scanned A, original, MIT.

A staffing recommendation workflow that matches a development document with available developers, testers, and product designers. It considers the work areas, technologies, complexity, roles, and skill levels recorded in employee data.

In plain words
What is it for?
Use it to suggest people for frontend, backend, testing, and product-design work, with responsibilities, skill levels, and resource risks.
Why use it?
It helps turn a technical plan into a practical team assignment. It also highlights when work needs specialist experience or when staffing information is missing.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 11repo 5mo ago A scan 78 tokens original MIT

Good fit Use it to suggest people for frontend, backend, testing, and product-design work, with responsibilities, skill levels, and resource risks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jaylpp/pandajay-skills/dev-doc-match-resource
View source ↗ jaylpp/pandajay-skills
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 jaylpp/pandajay-skills --skill dev-doc-match-resource
Clone the repo
git clone --depth 1 https://github.com/jaylpp/pandajay-skills

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 dev-doc-match-resource

README.md
[![agentmods](https://agentmods.dev/badge/skills/jaylpp/pandajay-skills/dev-doc-match-resource/github.svg)](https://agentmods.dev/skills/jaylpp/pandajay-skills/dev-doc-match-resource)
Your own site
<a href="https://agentmods.dev/skills/jaylpp/pandajay-skills/dev-doc-match-resource"><img src="https://agentmods.dev/badge/skills/jaylpp/pandajay-skills/dev-doc-match-resource/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 dev-doc-match-resource

Your own site · 80×15
<a href="https://agentmods.dev/skills/jaylpp/pandajay-skills/dev-doc-match-resource"><img src="https://agentmods.dev/badge/skills/jaylpp/pandajay-skills/dev-doc-match-resource.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 678 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 $0.00078 $0.00678
Opus 5.5 $0.00031 $0.00271
Sonnet 5.5 $0.00016 $0.00136
Haiku 4.5 $0.00008 $0.00068

Measured 2mo ago against content hash 77acebaeb4f9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dev-doc-match-resource 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 2mo 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.

skills/dev-doc-match-resource/SKILL.md · 76 lines

What it actually says

开发文档资源配置匹配

工作流程

  1. 读取 references/employee-data.md：

    • 解析每位员工的角色、技能等级、负责模块信息
    • 技能等级说明：1-了解 | 2-熟悉 | 3-精通

  2. 分析开发文档内容：

    • 识别涉及的模块
    • 识别所需技术栈（Java、Vue、MySQL、Redis、中间件等）
    • 评估开发复杂度（新增/修改、前端/后端、是否涉及集成）

  3. 匹配资源配置：

    • 根据"负责模块"字段匹配主要开发/对接人员
    • 根据技术需求匹配技能等级合适的人员
    • 根据测试责任匹配测试负责人
    • 根据需求复杂度匹配产品设计人员（需求分析、原型设计）

  4. 输出资源配置报告

输出模板

# 资源配置建议

## 需求概述
- 涉及模块：xxx
- 技术栈：xxx
- 复杂度评估：低/中/高

## 人员配置

### 产品设计
| 姓名 | 技能等级 | 擅长模块 | 负责内容 | 说明 |
|------|---------|---------|---------|------|
| xxx  | 3       | xxx     | xxx     | xxx   |

### 前端开发
| 姓名 | 技能等级 | 擅长模块 | 负责内容 | 说明 |
|------|---------|---------|---------|------|
| xxx  | 3       | xxx     | xxx     | xxx   |

### 后端开发
| 姓名 | 技能等级 | 擅长模块 | 负责内容 | 说明 |
|------|---------|---------|---------|------|
| xxx  | 3       | xxx     | xxx     | xxx   |

### 测试人员
| 姓名 | 负责模块 | 测试类型 | 说明 |
|------|---------|---------|------|
| xxx  | xxx     | xxx     | xxx   |

## 资源风险提示
- xxx

## 补充说明
- xxx

配置规则

  • 优先匹配"负责模块"中明确的人员
  • 技能等级3为首选，2为备选，1需评估
  • 复杂度高、涉及核心模块需配置高技能等级人员
  • 涉及系统集成需确认相关经验

参考资料

  • references/employee-data.md：团队员工能力数据，包含角色、技能等级、负责模块等详细信息（请替换为你自己团队的真实数据）
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. 2mo ago First seen · 76 lines · 78 tokens per session scan A 77acebaeb4f9

Subscribe to this mod's changes

dev-doc-match-resource is a skill published in the GitHub repository jaylpp/pandajay-skills (11 stars, last pushed 5mo ago), licensed MIT. It adds 78 tokens to every session and 678 once invoked, about $0.0003 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.

PlanningProject management
Related

dev-doc-match-resource compared with skills from other repositories

dev-doc-match-resource next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
dev-doc-match-resourcejaylpp/pandajay-skillsSkill115mo agoMITA78Claude Code, Codex
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playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code