# Build a Data Capability Enablement Plan

Organizations often struggle to separate platform automation from work requiring human judgment. This skill creates coordinated platform and training plans for distinct roles.

## Install

```bash
npx skillstore add 图灵数盟/dhturing-data-capability-enablement-team
```

## Metadata

- Status: approved
- Slug: dhturing-data-capability-enablement-team
- Skillstore revision: r1
- Version status: missing
- Tree hash: 07acf321ff31f99fb1b11d7f1feb5efb1c1c6ee7c660a02f5913f83be580601e
- Author: 图灵数盟
- GitHub username: dhturing
- License: MIT
- Repository: https://github.com/dhturing/turing-data-experts/tree/9c58ffa97ec5b760befef6f910eb23107cdcdbf4/skills/data-capability-enablement-team
- Ref: 50b73f83991cf073cbdf3f5afad2bbac71dd3bae
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: filesystem, external\_commands, network
- Quality score: 77
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/dhturing-data-capability-enablement-team
- Manifest: https://skillstore.pages.dev/api/skills/dhturing-data-capability-enablement-team/manifest

## Capabilities

- Assesses which data asset activities should be automated or retained for human judgment.
- Creates phased platform roadmaps covering diagnosis, module design, delivery planning, and final coordination.
- Designs role-based training matrices for executives, finance, data teams, and business teams.
- Defines deliverables, quality checks, assessment criteria, and reference pricing assumptions.
- Coordinates platform planning and training design into one data capability enablement proposal.

## Use Cases

- Plan an Enterprise Enablement Program: Separate automation opportunities from human decisions, then create a phased platform and training roadmap.
- Design Role-Based Data Training: Build differentiated course paths, exercises, and assessments for four organizational role groups.
- Consolidate Data Asset Tools: Map existing tools into platform modules, identify gaps, and plan user training for deployment.

## Prompt Templates

### Identify Capability Priorities

```
Our goal is [goal]. Our current systems are [systems]. Identify the first platform and training priorities for [roles].
```

### Separate Automation and Judgment

```
Review these activities: [activities]. Classify each as automatable, human-led, or hybrid. Explain the boundary and required controls.
```

### Create a Role-Based Curriculum

```
Design a curriculum for executives, finance, data teams, and business teams. Include objectives, source materials, duration, practice, and assessment.
```

### Build an Integrated Delivery Plan

```
Using [goals], [tools], [roles], [constraints], and [timeline], create an integrated platform roadmap and training plan. Include deliverables, dependencies, quality checks, risks, and assumptions.
```

## Limitations

- Does not provide legal, accounting, valuation, or regulatory opinions.
- Does not guarantee data recognition, financing, trading, or platform adoption outcomes.
- Requires current organizational goals, systems, roles, and data literacy information.
- Policy references and pricing assumptions require verification before external use.

## Best Practices

- Provide clear goals, current tools, role groups, constraints, and data literacy levels.
- Verify policies, prices, and timelines against current authoritative sources.
- Remove sensitive client data from cases, examples, and public training materials.

## Anti Patterns

- Do not use one identical curriculum for every organizational role.
- Do not automate activities before defining where human judgment remains necessary.
- Do not present training or platform deployment as a guaranteed compliance or financing result.

## Security Audit

- Audited at: 2026-09-27T03:20:17.074\+00:00
- Summary: All 11 static findings are false positives caused by documentation paths, Markdown backticks, public website links, or entropy heuristics on Chinese text. No executable code, network request, obfuscated payload, prompt injection, or harmful intent was found.

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