Power Bi AI Readiness
DKH-DK/Self-Service-Power-BI-Fabric
Score and prepare Power BI semantic models for AI (Fabric Data Agent / Copilot).
Trace relationships between semantic models and downstream reports across Fabric workspaces.
Install Lineage Analysis
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .claude/skills/lineage-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .claude/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .agents/skills/lineage-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .agents/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .cursor/skills/lineage-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .cursor/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/data-goblin/power-bi-agentic-development.git --path plugins/semantic-models/skills/lineage-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .gemini/skills/lineage-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .gemini/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .github/skills/lineage-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .github/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install data-goblin/power-bi-agentic-development lineage-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-goblin/power-bi-agentic-development.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/semantic-models/skills/lineage-analysis .opencode/skills/lineage-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "lineage-analysis" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/semantic-models/skills/lineage-analysis into .opencode/skills/lineage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lineage-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
lineage-analysis- GitHub stars
- 1k
- Token cost
- ~1k tokens
- SKILL.md length
- 443 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 33
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
Trace relationships between semantic models and downstream reports across Fabric workspaces.
- Asks to find downstream reports
- SKILL.md covers When to Use, Downstream Reports, Limitations and Interpreting Results, plus 1 more section
- Runs Python scripts from its folder; calls python3, pip and az
- Show report lineage
What it does
Lineage Analysis is an agent skill from data-goblin/power-bi-agentic-development. Trace relationships between semantic models and downstream reports across Fabric workspaces. Automatically invoke when the user asks to "find downstream reports", "show report lineage", "impact analysis", "what depends on this dataset", "cross-workspace lineage", "which reports are connected", "get model dependencies", or mentions model-to-report dependency tracing.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/get-downstream-reports.py`).
It sits in Data & Analytics. It works with Power BI. The repository describes itself as: Power BI AI skills and Power BI agents for Claude Code and GitHub Copilot: a plugin marketplace of Power BI skills, subagents, and hooks for semantic models, DAX, TMDL, reports… The licence is GPL-3.0.
When your agent uses it
- Asks to find downstream reports
- Show report lineage
- Impact analysis
- What depends on this dataset
Example prompts
- “find downstream reports”
- “show report lineage”
- “impact analysis”
- “/lineage-analysis”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit a301717. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pipaz
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip and az, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Lineage Analysis loads about 1k tokens when it runs. Until then it costs about 96 tokens; SKILL.md has 443 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from data-goblin/power-bi-agentic-development at commit a301717, republished under its GPL-3.0 licence (© data-goblin). 443 words, ~1,023 tokens.
Download SKILL.mdSave it as
.claude/skills/lineage-analysis/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- lineage-analysis
- description
- Trace relationships between semantic models and downstream reports across Fabric workspaces. Automatically invoke when the user asks to "find downstream reports", "show report lineage", "impact analysis", "what depends on this dataset", "cross-workspace lineage", "which reports are connected", "get model dependencies", or mentions model-to-report dependency tracing.
Lineage Analysis
Trace downstream dependencies from a semantic model to all connected reports across the tenant. No admin permissions required -- workspace contributor access is sufficient.
When to Use
- Before modifying or deleting a semantic model, to understand impact
- Auditing which reports are connected to a model and where they live
- Identifying orphaned or test reports connected to production models
- Cross-workspace dependency mapping
Downstream Reports
Run scripts/get-downstream-reports.py to find all reports bound to a semantic model.
# By workspace and model name
python3 scripts/get-downstream-reports.py "Workspace Name" "Model Name"
# By dataset GUID directly
python3 scripts/get-downstream-reports.py --dataset-id <guid>
# JSON output for further processing
python3 scripts/get-downstream-reports.py "Workspace" "Model" --jsonRequirements: azure-identity, requests (pip install azure-identity requests). Authenticated via DefaultAzureCredential (works with az login, managed identity, or environment variables).
How it works: Lists all workspaces the user can access, then queries each workspace's reports in parallel (8 workers) checking datasetId. Groups results by workspace. Typically completes in under 10 seconds for ~100 workspaces.
Permissions: Workspace contributor or higher on any workspace to be scanned. Reports in workspaces without access will not appear. For full tenant coverage, use the --dataset-id flag with a tenant admin token and the admin/reports API instead.
Limitations
Reports are not the only consumers. A semantic model can also be consumed by:
- Analyze in Excel workbooks (.xlsx live connections)
- Composite models (other semantic models chaining via DirectQuery)
- Explorations (ad-hoc visual explorations in the Power BI service)
- Fabric notebooks (connecting via Spark or sempy)
- Fabric data agents
- Paginated reports (.rdl)
- Dataflows referencing the model
- Third-party tools connecting via XMLA
The script only discovers Power BI reports. For full dependency mapping including these other item types, use the Fabric lineage APIs (fab api "admin/groups/{id}/lineage") or the lineage view in the Power BI service UI.
Not appropriate for many models at once. The script scans all accessible workspaces per invocation. Running it in a loop over dozens of semantic models will generate excessive API calls and risk throttling. For bulk inventory across many models, use the admin scan API (fab api "admin/workspaces/getInfo") when tenant-admin access is available, or the cross-workspace catalog via fab find ... -P type=SemanticModel for a quick non-admin list. Neither alternative resolves report-to-model dependency edges; fab find and the OneLake catalog do not expose lineage. For that you still need either a per-workspace scan (this script's approach) or the official Power BI lineage admin API at fab api "admin/groups/{ws-id}/lineage".
Show full SKILL.md (77 more words)Show less
Interpreting Results
| Field | Meaning |
|---|---|
Report format PBIR | Modern format, editable as JSON |
Report format PBIRLegacy | Legacy format, needs conversion to PBIR for direct editing |
| Reports in unexpected workspaces | May indicate copies, forks, or thin reports pointing at a shared model |
| Many downstream reports | High-impact model -- changes require coordination |
Related Skills
semantic-model-- Design, build, refresh, and review models (quality, memory, DAX, design)refreshing-semantic-model-- Trigger and monitor model refreshesfabric-cli(fabric-cli plugin) -- Workspace and item management viafabCLI
© data-goblin, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in plugins/semantic-models/skills/lineage-analysis of data-goblin/power-bi-agentic-development.
- SKILL.md
- scripts/get-downstream-reports.py
Open the folder on GitHubat commit a301717
Compare with similar skills
Lineage Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Lineage Analysis this skilldata-goblin/power-bi-agentic-development | 1k | — | ~1k | Automated safety check: Pass | GPL-3.0 | |
| Power Bi AI ReadinessDKH-DK/Self-Service-Power-BI-Fabric | 113 | — | ~2k | Automated safety check: Pass | None | |
| Pbi Report Builderlukasreese/powerbi-claude-skills | 128 | — | ~7.5k | Automated safety check: Pass | None | |
| Pbi Docxperiun/skills-xperiun-free | 116 | — | ~3k | Automated safety check: Pass | MIT | |
| Pbip Dependency Analyzerlukasreese/powerbi-claude-skills | 128 | — | ~3.2k | Automated safety check: Pass | None | |
| Pbi Modelo Reviewxperiun/skills-xperiun-free | 116 | — | ~2.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Lineage Analysis
What does Lineage Analysis do?
Trace relationships between semantic models and downstream reports across Fabric workspaces. Lineage Analysis is an agent skill from data-goblin/power-bi-agentic-development. Trace relationships between semantic models and downstream reports across Fabric workspaces.
When should I use Lineage Analysis?
Lineage Analysis fits situations like: asks to find downstream reports; show report lineage; impact analysis; what depends on this dataset.
How do I install Lineage Analysis in Claude Code?
Run `npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a claude-code`. Or copy the skill folder (plugins/semantic-models/skills/lineage-analysis in data-goblin/power-bi-agentic-development) into .claude/skills/lineage-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Lineage Analysis in Codex?
Run `npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a codex`. Or copy the skill folder (plugins/semantic-models/skills/lineage-analysis in data-goblin/power-bi-agentic-development) into .agents/skills/lineage-analysis in your project. Codex loads it when a task matches its description.
Can I use Lineage Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add data-goblin/power-bi-agentic-development --skill lineage-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lineage-analysis, .gemini/skills/lineage-analysis, .github/skills/lineage-analysis and .opencode/skills/lineage-analysis in your project.
What does Lineage Analysis need to run?
Going by SKILL.md and its folder, Lineage Analysis needs Python for the scripts in its folder and the command-line tools its instructions call (python3, pip and az). Our summary lists: Python 3.
Does Lineage Analysis access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Lineage Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Lineage Analysis use?
Lineage Analysis is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Lineage Analysis use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Lineage Analysis?
Skills that share tags, products or a category with Lineage Analysis: Power Bi AI Readiness (DKH-DK/Self-Service-Power-BI-Fabric, 113 stars), Pbi Report Builder (lukasreese/powerbi-claude-skills, 128 stars), Pbi Doc (xperiun/skills-xperiun-free, 116 stars) and Pbip Dependency Analyzer (lukasreese/powerbi-claude-skills, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Lineage Analysis?
data-goblin (a GitHub user) maintains it in data-goblin/power-bi-agentic-development, which has 1,031 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 7, 2026.
Source: data-goblin/power-bi-agentic-development on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.