Creator · data-goblin
Last updated · Sep 4, 2026
Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations.
Creator · data-goblin
Last updated · Sep 4, 2026
Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations.
Creator · data-goblin
Last updated · Sep 4, 2026
Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations.
Creator · data-goblin
Last updated · Sep 4, 2026
Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations.
Sandbox only
Install targets
Codex install prompt
Install the "pbip" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/pbip/skills/pbip. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"data-goblin-pbip","task":"Install pbip","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Maintenance
fresh
30d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
893
76/100 Quality · 71/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No critical security risks found. The skill avoids unpacking PBIX internals, forbids hand-editing PBIR JSON, and does not instruct unsafe downloads or destructive commands.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
893 GitHub stars
Repo activity
893 stars, 131 forks
Maintenance
30d since push
License
GPL-3.0
Install
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add data-goblin/power-bi-agentic-development --skill pbipDo not use when
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Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/data-goblin-pbip/install
Agent should check
Copy prompt
Task: Use pbip in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/data-goblin-pbip/install
Install command: npx skills add data-goblin/power-bi-agentic-development --skill pbip
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/data-goblin-pbip/install
LLM text format
/api/skills/data-goblin-pbip/install?format=text
Find alternatives
/api/skills/search?q=pbip&limit=3
Agent prompt
Use pbip for this task. Review https://www.openagentskill.com/api/skills/data-goblin-pbip/install, then install with: npx skills add data-goblin/power-bi-agentic-development --skill pbipRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/data-goblin-pbip
LLM text
/api/registry/manifest/data-goblin-pbip?format=text
Install alias
/api/registry/install/data-goblin-pbip
Recommend
/api/registry/recommend?task=Use%20pbip%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Local desktop
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO893 GitHub stars
Stars/forks activity
INFO893 stars, 131 forks; issue activity unavailable in current metadata
Recent maintenance
PASS30d since push
License clarity
PASSGPL-3.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: pbip description: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. ---
# PBIP Project Format
PBIP (Power BI Project) is the developer-mode file format for Power BI. It decomposes a `.pbix` binary into human-readable text files organized in folders, enabling source control, external editing, and multi-author collaboration.
## General, critical guidance
- **This skill covers project structure, not report editing.** Use `te` for the semantic model and `pbir` for every report mutation. Never hand-edit PBIR JSON. - **PBIX is a black box; PBIP is transparent.** PBIX is a single binary that cannot be diffed or edited externally. PBIP splits the same content into text files. Convert between them with File > Save As in PBI Desktop. - **Thick vs thin reports:** A thick report bundles `.Report/` + `.SemanticModel/` in the same project (`definition.pbir` uses `byPath`). A thin report has `.Report/` only, connecting to a remote model via `byConnection`. Thin reports are preferred for managed/shared BI. - **A project can contain multiple items.** Multiple `.Report/` and `.SemanticModel/` folders can coexist. The `.pbip` file is optional -- open `definition.pbir` directly. - **UTF-8 without BOM.** All files must be saved as UTF-8 without BOM. A BOM prefix causes parse errors in some tools. - **Git line endings:** PBI Desktop writes CRLF. Configure `core.autocrlf` or `* text=auto` in `.gitattributes` to normalize. - **260-char Windows path limit.** Use short root paths. Deep nesting of page/visual GUIDs can exceed this limit. - **Desktop reload is selective.** Use `pbir desktop refresh` for supported report/model changes; close and reopen Desktop for theme changes. - **Rename cascades are cross-cutting.** Rename model objects with `te mv --save`, then update each report with `pbir fields replace` or `replace-table` and validate both sides. - **SparklineData metadata** selectors embed Entity references in compact strings that do not follow the standard `SourceRef.Entity` JSON structure. Easy to miss. - **DAX query files exist in TWO locations:** `<Name>.SemanticModel/DAXQueries/` and `<Name>.Report/DAXQueries/`. Always check both during renames.
## Working with PBIX Files
Treat PBIX as an opaque Desktop artifact. Do not unzip it, patch its internals, reconstruct PBIR from its contents, or invoke an unapproved extraction engine. Microsoft licensing/EULA questions around third-party engine redistribution are unresolved for this project.
Use Power BI Desktop **File > Save As > Power BI Project (.pbip)**, then work on the resulting `.Report` folder with `pbir` and on the semantic model with `te`. If Desktop conversion is not available, stop and ask for a PBIP/PBIR source artifact rather than inventing a conversion path. ## PBIX vs PBIP
| Aspect | PBIX | PBIP | |--------|------|------| | Format | Single binary file | Folder of text files | | Source control | Not diff-friendly | Git-ready, human-readable diffs | | Collaboration | Single author at a time | Multiple authors, merge-friendly | | External editing | Not supported | VS Code, Tabular Editor, scripts | | Deployment | File > Publish | Git integration, Fabric APIs, fabric-cicd | | Data | Contains cached data | `cache.abf` is gitignored; metadata only in Git | | Convert | File > Save As > PBIP | File > Save As > PBIX |
## Project Structure
The `.Report/` folder is required in a PBIP. The `.SemanticModel/` folder is optional — a thin report has only `.Report/` and points at a remote semantic model via `definition.pbir` `byConnection`.
The `.pbi/` subfolders in both items (`localSettings.json`, `editorSettings.json`, `cache.abf`, etc.) are **all optional** — they are per-user/per-machine runtime state generated by Power BI Desktop. A freshly authored PBIP from an external tool may not have any of them, and the project still opens fine in Desktop.
``` <ProjectName>/ +-- <Name>.pbip # Entry point (references .Report folder) — optional +-- .gitignore # Recommended; excludes .pbi/localSettings.json and cache.abf +-- <Name>.SemanticModel/ # OPTIONAL — absent for thin reports | +-- .pbi/ # All contents OPTIONAL, per-user runtime state | | +-- localSettings.json # User-specific (gitignored) | | +-- editorSettings.json # Editor settings (committed) | | +-- cache.abf # Data cache (gitignored) | | +-- unappliedChanges.json # Pending Power Query changes | | +-- daxQueries.json # DAX query view tab settings | | +-- tmdlscripts.json # TMDL view script tab settings | +-- definition.pbism # SM entry point (required if .SemanticModel exists) | +-- definition/ # TMDL format (preferred) — see tmdl skill | +-- model.bim # TMSL format (legacy alt to definition/, mutually exclusive) | +-- diagramLayout.json # SM diagram (no external edit) | +-- DAXQueries/ # .dax files from DAX query view | +-- TMDLScripts/ # .tmdl files from TMDL view | +-- Copilot/ # Copilot tooling metadata | +-- .platform # Fabric identity (displayName, logicalId) +-- <Name>.Report/ # REQUIRED | +-- .pbi/ # OPTIONAL runtime state | | +-- localSettings.json # User-specific (gitignored) | +-- definition.pbir # Report entry point (required for PBIR format) | +-- definition/ # PBIR format — see pbir-format skill | | +-- report.json | | +-- version.json | | +-- pages/ | | | +-- pages.json | | | +-- <page-slug>/ # See "Page folder naming" below | | | | +-- page.json | | | | +-- visuals/... | +-- report.json # PBIR-Legacy format (legacy alt to definition/) | +-- mobileState.json # Mobile layout (no external edit) | +-- semanticModelDiagramLayout.json # Diagram positions (table renames) | +-- CustomVisuals/ # Private custom visual metadata | +-- StaticResources/ | | +-- SharedResources/ # Base themes, shared resources | | | +-- BaseThemes/<name>.json # Resolution path: <report>/StaticResources/SharedResources/<item.path> | | +-- RegisteredResources/ # Custom themes, images, .pbiviz files | +-- DAXQueries/ # .dax files from report DAX query view | +-- .platform # Fabric identity ```
## Page folder naming
Power BI Desktop uses opaque 20-character hex slugs for new page, visual, bookmark, and filter folders by default (e.g. `847663d71e27e0840063`). Per Microsoft docs, these can be **renamed to friendly names** but the replacement must satisfy:
- **Regex:** `^[\w-]+$` — word characters (letters, digits, underscore) or hyphen only. - **No spaces, no dots, no other punctuation.** Names outside this set are **silently ignored** by Power BI Desktop and the page/visual vanishes from the loaded report. This is the hardest bug class to diagnose because there is no error dialog. - **Folder name and `name` field must match exactly (case-sensitive).** The folder may be bare (`<slug>/`) or suffixed (`<slug>.Page/`) — both forms are valid on disk. pbir-cli uses the `.Page` suffix in its CLI path syntax; current Desktop saves omit the suffix. - **`pages.json.pageOrder` entries must reference the slug**, not the display name. `activePageName` must be one of the entries in `pageOrder`. - **Restart Desktop after external rename.** PBI Desktop does not detect file changes while open.
Rename pages with `pbir pages rename`; it owns the cross-report reference updates. Do not rename a folder or patch the related JSON by hand.
## SharedResources path resolution
Items listed in `resourcePackages[]` are resolved relative to:
``` <Report>/StaticResources/<package_type>/<item.path> ```
For a `SharedResources` package with an item `{ "path": "BaseThemes/Fluent2-CY26SU03.json" }`, Power BI Desktop looks for:
``` <Report>/StaticResources/SharedResources/BaseThemes/Fluent2-CY26SU03.json ```
**Missing resource files are a common blocking error.** If `report.json` declares `themeCollection.baseTheme.type = "SharedResources"` and points at a resource that doesn't exist on disk, the report will not open. `validate_pbip.py` checks this explicitly.
## What to Read for Common Tasks
| Task | Read | |------|------| | Convert a PBIX source | **Working with PBIX Files** above -- use Desktop Save As; no extraction | | Understand entry point file structure | **`references/pbip-file-types.md`** -- `.pbip`, `.pbir`, `.pbism`, `.platform` JSON structure, version properties, byPath vs byConnection | | Rename a table, measure, or column | `te mv --save`, then `pbir fields replace` or `replace-table`; use the references only to understand validation coverage | | Fork / duplicate a PBIP project | **`references/pbip-file-types.md`** -- update `.pbip` path, `.pbir` byPath, `.platform` logicalId and displayName | | Work with Copilot tooling files | **`references/copilot-folder.md`** -- AI instructions, verified answers, schema, example prompts | | Edit TMDL model files | **`tmdl`** skill -- syntax, authoring, column properties, naming conventions | | Change a PBIR report | **`pbir-cli`** skill -- all report mutations; `pbir-format` is read-only schema context | | Verify no broken references after rename | Grep commands below |
## Forking a PBIP Project
1. **Copy the project folder** -- duplicate the entire root folder with a new name. 2. **Rename artifact folders** -- rename `.Report/` and `.SemanticModel/` subfolders to match the new project name. 3. **Rename and update `.pbip`** -- rename the `.pbip` file and update `artifacts[].report.path` to point to the renamed `.Report` folder. 4. **Update `.pbir`** -- if the report uses `byPath`, update the path to point to the renamed `.SemanticModel` folder. 5. **Update `.platform` files** -- set `displayName` to the new project name in each `.platform` file. Regenerate `logicalId` (new GUID) if deploying as a separate Fabric item.
## Verification
Two tools for validation, used together:
1. **`scripts/validate_pbip.py`** — project-level validator for cross-cutting concerns: `.pbip` root file, `.platform` identity, semantic model format (TMDL vs TMSL), `datasetReference` resolution, theme resource resolution on disk, **orphan page folders**, and the **silent-ignore page name regex rule** (page names outside `^[\w-]+$` are silently ignored by Power BI Desktop). Delegates deep `.Report` schema validation to `pbir validate` if it is on PATH.
```bash python3 scripts/validate_pbip.py <path-to-.pbip-or-project> # validate python3 scripts/validate_pbip.py <path> --fix # scaffold .gitignore python3 scripts/validate_pbip.py <path> --json # machine-readable python3 scripts/validate_pbip.py <path> --no-pbir-cli # skip delegation ```
Exit codes: `0` clean, `1` warnings only, `2` errors, `3` usage error.
2. **`pbir validate <Report.Report>`** (from the `pbir-cli` skill) — canonical JSON schema + PBIR structure validator for the `.Report` folder. Covers JSON syntax, schema compliance, required fields, and optional `--qa` / `--fields` / `--strict` checks.
3. **`pbip-validator`** agent — use for interactive, LLM-driven checking of orphaned references after renames, when you need reasoning over the whole project rather than a determi
Source provenance
Decision snapshot
893 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for pbip, ready for a manual X post.
A practical pick for design or creative work: pbip: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pb... 893 stars https://www.openagentskill.com/skills/data-goblin-pbip?ref=x
Listing + install path for pbip: https://www.openagentskill.com/skills/data-goblin-pbip?ref=x Install: npx skills add data-goblin/power-bi-agentic-development --skill pbip
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Sandbox only
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174.9K StarsSandbox only
Install targets
Codex install prompt
Install the "pbip" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/pbip/skills/pbip. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"data-goblin-pbip","task":"Install pbip","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Maintenance
fresh
30d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
893
76/100 Quality · 71/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No critical security risks found. The skill avoids unpacking PBIX internals, forbids hand-editing PBIR JSON, and does not instruct unsafe downloads or destructive commands.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
893 GitHub stars
Repo activity
893 stars, 131 forks
Maintenance
30d since push
License
GPL-3.0
Install
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add data-goblin/power-bi-agentic-development --skill pbipDo not use when
Alternative
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Alternative
84.9K Stars
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Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
174.9K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/data-goblin-pbip/install
Agent should check
Copy prompt
Task: Use pbip in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/data-goblin-pbip/install
Install command: npx skills add data-goblin/power-bi-agentic-development --skill pbip
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/data-goblin-pbip/install
LLM text format
/api/skills/data-goblin-pbip/install?format=text
Find alternatives
/api/skills/search?q=pbip&limit=3
Agent prompt
Use pbip for this task. Review https://www.openagentskill.com/api/skills/data-goblin-pbip/install, then install with: npx skills add data-goblin/power-bi-agentic-development --skill pbipRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/data-goblin-pbip
LLM text
/api/registry/manifest/data-goblin-pbip?format=text
Install alias
/api/registry/install/data-goblin-pbip
Recommend
/api/registry/recommend?task=Use%20pbip%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Local desktop
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO893 GitHub stars
Stars/forks activity
INFO893 stars, 131 forks; issue activity unavailable in current metadata
Recent maintenance
PASS30d since push
License clarity
PASSGPL-3.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: pbip description: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. ---
# PBIP Project Format
PBIP (Power BI Project) is the developer-mode file format for Power BI. It decomposes a `.pbix` binary into human-readable text files organized in folders, enabling source control, external editing, and multi-author collaboration.
## General, critical guidance
- **This skill covers project structure, not report editing.** Use `te` for the semantic model and `pbir` for every report mutation. Never hand-edit PBIR JSON. - **PBIX is a black box; PBIP is transparent.** PBIX is a single binary that cannot be diffed or edited externally. PBIP splits the same content into text files. Convert between them with File > Save As in PBI Desktop. - **Thick vs thin reports:** A thick report bundles `.Report/` + `.SemanticModel/` in the same project (`definition.pbir` uses `byPath`). A thin report has `.Report/` only, connecting to a remote model via `byConnection`. Thin reports are preferred for managed/shared BI. - **A project can contain multiple items.** Multiple `.Report/` and `.SemanticModel/` folders can coexist. The `.pbip` file is optional -- open `definition.pbir` directly. - **UTF-8 without BOM.** All files must be saved as UTF-8 without BOM. A BOM prefix causes parse errors in some tools. - **Git line endings:** PBI Desktop writes CRLF. Configure `core.autocrlf` or `* text=auto` in `.gitattributes` to normalize. - **260-char Windows path limit.** Use short root paths. Deep nesting of page/visual GUIDs can exceed this limit. - **Desktop reload is selective.** Use `pbir desktop refresh` for supported report/model changes; close and reopen Desktop for theme changes. - **Rename cascades are cross-cutting.** Rename model objects with `te mv --save`, then update each report with `pbir fields replace` or `replace-table` and validate both sides. - **SparklineData metadata** selectors embed Entity references in compact strings that do not follow the standard `SourceRef.Entity` JSON structure. Easy to miss. - **DAX query files exist in TWO locations:** `<Name>.SemanticModel/DAXQueries/` and `<Name>.Report/DAXQueries/`. Always check both during renames.
## Working with PBIX Files
Treat PBIX as an opaque Desktop artifact. Do not unzip it, patch its internals, reconstruct PBIR from its contents, or invoke an unapproved extraction engine. Microsoft licensing/EULA questions around third-party engine redistribution are unresolved for this project.
Use Power BI Desktop **File > Save As > Power BI Project (.pbip)**, then work on the resulting `.Report` folder with `pbir` and on the semantic model with `te`. If Desktop conversion is not available, stop and ask for a PBIP/PBIR source artifact rather than inventing a conversion path. ## PBIX vs PBIP
| Aspect | PBIX | PBIP | |--------|------|------| | Format | Single binary file | Folder of text files | | Source control | Not diff-friendly | Git-ready, human-readable diffs | | Collaboration | Single author at a time | Multiple authors, merge-friendly | | External editing | Not supported | VS Code, Tabular Editor, scripts | | Deployment | File > Publish | Git integration, Fabric APIs, fabric-cicd | | Data | Contains cached data | `cache.abf` is gitignored; metadata only in Git | | Convert | File > Save As > PBIP | File > Save As > PBIX |
## Project Structure
The `.Report/` folder is required in a PBIP. The `.SemanticModel/` folder is optional — a thin report has only `.Report/` and points at a remote semantic model via `definition.pbir` `byConnection`.
The `.pbi/` subfolders in both items (`localSettings.json`, `editorSettings.json`, `cache.abf`, etc.) are **all optional** — they are per-user/per-machine runtime state generated by Power BI Desktop. A freshly authored PBIP from an external tool may not have any of them, and the project still opens fine in Desktop.
``` <ProjectName>/ +-- <Name>.pbip # Entry point (references .Report folder) — optional +-- .gitignore # Recommended; excludes .pbi/localSettings.json and cache.abf +-- <Name>.SemanticModel/ # OPTIONAL — absent for thin reports | +-- .pbi/ # All contents OPTIONAL, per-user runtime state | | +-- localSettings.json # User-specific (gitignored) | | +-- editorSettings.json # Editor settings (committed) | | +-- cache.abf # Data cache (gitignored) | | +-- unappliedChanges.json # Pending Power Query changes | | +-- daxQueries.json # DAX query view tab settings | | +-- tmdlscripts.json # TMDL view script tab settings | +-- definition.pbism # SM entry point (required if .SemanticModel exists) | +-- definition/ # TMDL format (preferred) — see tmdl skill | +-- model.bim # TMSL format (legacy alt to definition/, mutually exclusive) | +-- diagramLayout.json # SM diagram (no external edit) | +-- DAXQueries/ # .dax files from DAX query view | +-- TMDLScripts/ # .tmdl files from TMDL view | +-- Copilot/ # Copilot tooling metadata | +-- .platform # Fabric identity (displayName, logicalId) +-- <Name>.Report/ # REQUIRED | +-- .pbi/ # OPTIONAL runtime state | | +-- localSettings.json # User-specific (gitignored) | +-- definition.pbir # Report entry point (required for PBIR format) | +-- definition/ # PBIR format — see pbir-format skill | | +-- report.json | | +-- version.json | | +-- pages/ | | | +-- pages.json | | | +-- <page-slug>/ # See "Page folder naming" below | | | | +-- page.json | | | | +-- visuals/... | +-- report.json # PBIR-Legacy format (legacy alt to definition/) | +-- mobileState.json # Mobile layout (no external edit) | +-- semanticModelDiagramLayout.json # Diagram positions (table renames) | +-- CustomVisuals/ # Private custom visual metadata | +-- StaticResources/ | | +-- SharedResources/ # Base themes, shared resources | | | +-- BaseThemes/<name>.json # Resolution path: <report>/StaticResources/SharedResources/<item.path> | | +-- RegisteredResources/ # Custom themes, images, .pbiviz files | +-- DAXQueries/ # .dax files from report DAX query view | +-- .platform # Fabric identity ```
## Page folder naming
Power BI Desktop uses opaque 20-character hex slugs for new page, visual, bookmark, and filter folders by default (e.g. `847663d71e27e0840063`). Per Microsoft docs, these can be **renamed to friendly names** but the replacement must satisfy:
- **Regex:** `^[\w-]+$` — word characters (letters, digits, underscore) or hyphen only. - **No spaces, no dots, no other punctuation.** Names outside this set are **silently ignored** by Power BI Desktop and the page/visual vanishes from the loaded report. This is the hardest bug class to diagnose because there is no error dialog. - **Folder name and `name` field must match exactly (case-sensitive).** The folder may be bare (`<slug>/`) or suffixed (`<slug>.Page/`) — both forms are valid on disk. pbir-cli uses the `.Page` suffix in its CLI path syntax; current Desktop saves omit the suffix. - **`pages.json.pageOrder` entries must reference the slug**, not the display name. `activePageName` must be one of the entries in `pageOrder`. - **Restart Desktop after external rename.** PBI Desktop does not detect file changes while open.
Rename pages with `pbir pages rename`; it owns the cross-report reference updates. Do not rename a folder or patch the related JSON by hand.
## SharedResources path resolution
Items listed in `resourcePackages[]` are resolved relative to:
``` <Report>/StaticResources/<package_type>/<item.path> ```
For a `SharedResources` package with an item `{ "path": "BaseThemes/Fluent2-CY26SU03.json" }`, Power BI Desktop looks for:
``` <Report>/StaticResources/SharedResources/BaseThemes/Fluent2-CY26SU03.json ```
**Missing resource files are a common blocking error.** If `report.json` declares `themeCollection.baseTheme.type = "SharedResources"` and points at a resource that doesn't exist on disk, the report will not open. `validate_pbip.py` checks this explicitly.
## What to Read for Common Tasks
| Task | Read | |------|------| | Convert a PBIX source | **Working with PBIX Files** above -- use Desktop Save As; no extraction | | Understand entry point file structure | **`references/pbip-file-types.md`** -- `.pbip`, `.pbir`, `.pbism`, `.platform` JSON structure, version properties, byPath vs byConnection | | Rename a table, measure, or column | `te mv --save`, then `pbir fields replace` or `replace-table`; use the references only to understand validation coverage | | Fork / duplicate a PBIP project | **`references/pbip-file-types.md`** -- update `.pbip` path, `.pbir` byPath, `.platform` logicalId and displayName | | Work with Copilot tooling files | **`references/copilot-folder.md`** -- AI instructions, verified answers, schema, example prompts | | Edit TMDL model files | **`tmdl`** skill -- syntax, authoring, column properties, naming conventions | | Change a PBIR report | **`pbir-cli`** skill -- all report mutations; `pbir-format` is read-only schema context | | Verify no broken references after rename | Grep commands below |
## Forking a PBIP Project
1. **Copy the project folder** -- duplicate the entire root folder with a new name. 2. **Rename artifact folders** -- rename `.Report/` and `.SemanticModel/` subfolders to match the new project name. 3. **Rename and update `.pbip`** -- rename the `.pbip` file and update `artifacts[].report.path` to point to the renamed `.Report` folder. 4. **Update `.pbir`** -- if the report uses `byPath`, update the path to point to the renamed `.SemanticModel` folder. 5. **Update `.platform` files** -- set `displayName` to the new project name in each `.platform` file. Regenerate `logicalId` (new GUID) if deploying as a separate Fabric item.
## Verification
Two tools for validation, used together:
1. **`scripts/validate_pbip.py`** — project-level validator for cross-cutting concerns: `.pbip` root file, `.platform` identity, semantic model format (TMDL vs TMSL), `datasetReference` resolution, theme resource resolution on disk, **orphan page folders**, and the **silent-ignore page name regex rule** (page names outside `^[\w-]+$` are silently ignored by Power BI Desktop). Delegates deep `.Report` schema validation to `pbir validate` if it is on PATH.
```bash python3 scripts/validate_pbip.py <path-to-.pbip-or-project> # validate python3 scripts/validate_pbip.py <path> --fix # scaffold .gitignore python3 scripts/validate_pbip.py <path> --json # machine-readable python3 scripts/validate_pbip.py <path> --no-pbir-cli # skip delegation ```
Exit codes: `0` clean, `1` warnings only, `2` errors, `3` usage error.
2. **`pbir validate <Report.Report>`** (from the `pbir-cli` skill) — canonical JSON schema + PBIR structure validator for the `.Report` folder. Covers JSON syntax, schema compliance, required fields, and optional `--qa` / `--fields` / `--strict` checks.
3. **`pbip-validator`** agent — use for interactive, LLM-driven checking of orphaned references after renames, when you need reasoning over the whole project rather than a determi
Source provenance
Decision snapshot
893 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for pbip, ready for a manual X post.
A practical pick for design or creative work: pbip: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pb... 893 stars https://www.openagentskill.com/skills/data-goblin-pbip?ref=x
Listing + install path for pbip: https://www.openagentskill.com/skills/data-goblin-pbip?ref=x Install: npx skills add data-goblin/power-bi-agentic-development --skill pbip
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174.9K StarsTaste Skill: Anti-Slop Frontend
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1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
174.9K StarsSandbox only
Install targets
Codex install prompt
Install the "pbip" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/pbip/skills/pbip. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"data-goblin-pbip","task":"Install pbip","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Multimodal media
I need my agent to process images, video, or audio and extract useful information.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Maintenance
fresh
30d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
893
76/100 Quality · 71/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No critical security risks found. The skill avoids unpacking PBIX internals, forbids hand-editing PBIR JSON, and does not instruct unsafe downloads or destructive commands.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
893 GitHub stars
Repo activity
893 stars, 131 forks
Maintenance
30d since push
License
GPL-3.0
Install
npx skills add data-goblin/power-bi-agentic-development --skill pbip
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add data-goblin/power-bi-agentic-development --skill pbipDo not use when
Alternative
174.9K Stars
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Alternative
84.9K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
174.9K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/data-goblin-pbip/install
Agent should check
Copy prompt
Task: Use pbip in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/data-goblin-pbip/install
Install command: npx skills add data-goblin/power-bi-agentic-development --skill pbip
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/data-goblin-pbip/install
LLM text format
/api/skills/data-goblin-pbip/install?format=text
Find alternatives
/api/skills/search?q=pbip&limit=3
Agent prompt
Use pbip for this task. Review https://www.openagentskill.com/api/skills/data-goblin-pbip/install, then install with: npx skills add data-goblin/power-bi-agentic-development --skill pbipRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/data-goblin-pbip
LLM text
/api/registry/manifest/data-goblin-pbip?format=text
Install alias
/api/registry/install/data-goblin-pbip
Recommend
/api/registry/recommend?task=Use%20pbip%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Local desktop
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO893 GitHub stars
Stars/forks activity
INFO893 stars, 131 forks; issue activity unavailable in current metadata
Recent maintenance
PASS30d since push
License clarity
PASSGPL-3.0
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: pbip description: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. ---
# PBIP Project Format
PBIP (Power BI Project) is the developer-mode file format for Power BI. It decomposes a `.pbix` binary into human-readable text files organized in folders, enabling source control, external editing, and multi-author collaboration.
## General, critical guidance
- **This skill covers project structure, not report editing.** Use `te` for the semantic model and `pbir` for every report mutation. Never hand-edit PBIR JSON. - **PBIX is a black box; PBIP is transparent.** PBIX is a single binary that cannot be diffed or edited externally. PBIP splits the same content into text files. Convert between them with File > Save As in PBI Desktop. - **Thick vs thin reports:** A thick report bundles `.Report/` + `.SemanticModel/` in the same project (`definition.pbir` uses `byPath`). A thin report has `.Report/` only, connecting to a remote model via `byConnection`. Thin reports are preferred for managed/shared BI. - **A project can contain multiple items.** Multiple `.Report/` and `.SemanticModel/` folders can coexist. The `.pbip` file is optional -- open `definition.pbir` directly. - **UTF-8 without BOM.** All files must be saved as UTF-8 without BOM. A BOM prefix causes parse errors in some tools. - **Git line endings:** PBI Desktop writes CRLF. Configure `core.autocrlf` or `* text=auto` in `.gitattributes` to normalize. - **260-char Windows path limit.** Use short root paths. Deep nesting of page/visual GUIDs can exceed this limit. - **Desktop reload is selective.** Use `pbir desktop refresh` for supported report/model changes; close and reopen Desktop for theme changes. - **Rename cascades are cross-cutting.** Rename model objects with `te mv --save`, then update each report with `pbir fields replace` or `replace-table` and validate both sides. - **SparklineData metadata** selectors embed Entity references in compact strings that do not follow the standard `SourceRef.Entity` JSON structure. Easy to miss. - **DAX query files exist in TWO locations:** `<Name>.SemanticModel/DAXQueries/` and `<Name>.Report/DAXQueries/`. Always check both during renames.
## Working with PBIX Files
Treat PBIX as an opaque Desktop artifact. Do not unzip it, patch its internals, reconstruct PBIR from its contents, or invoke an unapproved extraction engine. Microsoft licensing/EULA questions around third-party engine redistribution are unresolved for this project.
Use Power BI Desktop **File > Save As > Power BI Project (.pbip)**, then work on the resulting `.Report` folder with `pbir` and on the semantic model with `te`. If Desktop conversion is not available, stop and ask for a PBIP/PBIR source artifact rather than inventing a conversion path. ## PBIX vs PBIP
| Aspect | PBIX | PBIP | |--------|------|------| | Format | Single binary file | Folder of text files | | Source control | Not diff-friendly | Git-ready, human-readable diffs | | Collaboration | Single author at a time | Multiple authors, merge-friendly | | External editing | Not supported | VS Code, Tabular Editor, scripts | | Deployment | File > Publish | Git integration, Fabric APIs, fabric-cicd | | Data | Contains cached data | `cache.abf` is gitignored; metadata only in Git | | Convert | File > Save As > PBIP | File > Save As > PBIX |
## Project Structure
The `.Report/` folder is required in a PBIP. The `.SemanticModel/` folder is optional — a thin report has only `.Report/` and points at a remote semantic model via `definition.pbir` `byConnection`.
The `.pbi/` subfolders in both items (`localSettings.json`, `editorSettings.json`, `cache.abf`, etc.) are **all optional** — they are per-user/per-machine runtime state generated by Power BI Desktop. A freshly authored PBIP from an external tool may not have any of them, and the project still opens fine in Desktop.
``` <ProjectName>/ +-- <Name>.pbip # Entry point (references .Report folder) — optional +-- .gitignore # Recommended; excludes .pbi/localSettings.json and cache.abf +-- <Name>.SemanticModel/ # OPTIONAL — absent for thin reports | +-- .pbi/ # All contents OPTIONAL, per-user runtime state | | +-- localSettings.json # User-specific (gitignored) | | +-- editorSettings.json # Editor settings (committed) | | +-- cache.abf # Data cache (gitignored) | | +-- unappliedChanges.json # Pending Power Query changes | | +-- daxQueries.json # DAX query view tab settings | | +-- tmdlscripts.json # TMDL view script tab settings | +-- definition.pbism # SM entry point (required if .SemanticModel exists) | +-- definition/ # TMDL format (preferred) — see tmdl skill | +-- model.bim # TMSL format (legacy alt to definition/, mutually exclusive) | +-- diagramLayout.json # SM diagram (no external edit) | +-- DAXQueries/ # .dax files from DAX query view | +-- TMDLScripts/ # .tmdl files from TMDL view | +-- Copilot/ # Copilot tooling metadata | +-- .platform # Fabric identity (displayName, logicalId) +-- <Name>.Report/ # REQUIRED | +-- .pbi/ # OPTIONAL runtime state | | +-- localSettings.json # User-specific (gitignored) | +-- definition.pbir # Report entry point (required for PBIR format) | +-- definition/ # PBIR format — see pbir-format skill | | +-- report.json | | +-- version.json | | +-- pages/ | | | +-- pages.json | | | +-- <page-slug>/ # See "Page folder naming" below | | | | +-- page.json | | | | +-- visuals/... | +-- report.json # PBIR-Legacy format (legacy alt to definition/) | +-- mobileState.json # Mobile layout (no external edit) | +-- semanticModelDiagramLayout.json # Diagram positions (table renames) | +-- CustomVisuals/ # Private custom visual metadata | +-- StaticResources/ | | +-- SharedResources/ # Base themes, shared resources | | | +-- BaseThemes/<name>.json # Resolution path: <report>/StaticResources/SharedResources/<item.path> | | +-- RegisteredResources/ # Custom themes, images, .pbiviz files | +-- DAXQueries/ # .dax files from report DAX query view | +-- .platform # Fabric identity ```
## Page folder naming
Power BI Desktop uses opaque 20-character hex slugs for new page, visual, bookmark, and filter folders by default (e.g. `847663d71e27e0840063`). Per Microsoft docs, these can be **renamed to friendly names** but the replacement must satisfy:
- **Regex:** `^[\w-]+$` — word characters (letters, digits, underscore) or hyphen only. - **No spaces, no dots, no other punctuation.** Names outside this set are **silently ignored** by Power BI Desktop and the page/visual vanishes from the loaded report. This is the hardest bug class to diagnose because there is no error dialog. - **Folder name and `name` field must match exactly (case-sensitive).** The folder may be bare (`<slug>/`) or suffixed (`<slug>.Page/`) — both forms are valid on disk. pbir-cli uses the `.Page` suffix in its CLI path syntax; current Desktop saves omit the suffix. - **`pages.json.pageOrder` entries must reference the slug**, not the display name. `activePageName` must be one of the entries in `pageOrder`. - **Restart Desktop after external rename.** PBI Desktop does not detect file changes while open.
Rename pages with `pbir pages rename`; it owns the cross-report reference updates. Do not rename a folder or patch the related JSON by hand.
## SharedResources path resolution
Items listed in `resourcePackages[]` are resolved relative to:
``` <Report>/StaticResources/<package_type>/<item.path> ```
For a `SharedResources` package with an item `{ "path": "BaseThemes/Fluent2-CY26SU03.json" }`, Power BI Desktop looks for:
``` <Report>/StaticResources/SharedResources/BaseThemes/Fluent2-CY26SU03.json ```
**Missing resource files are a common blocking error.** If `report.json` declares `themeCollection.baseTheme.type = "SharedResources"` and points at a resource that doesn't exist on disk, the report will not open. `validate_pbip.py` checks this explicitly.
## What to Read for Common Tasks
| Task | Read | |------|------| | Convert a PBIX source | **Working with PBIX Files** above -- use Desktop Save As; no extraction | | Understand entry point file structure | **`references/pbip-file-types.md`** -- `.pbip`, `.pbir`, `.pbism`, `.platform` JSON structure, version properties, byPath vs byConnection | | Rename a table, measure, or column | `te mv --save`, then `pbir fields replace` or `replace-table`; use the references only to understand validation coverage | | Fork / duplicate a PBIP project | **`references/pbip-file-types.md`** -- update `.pbip` path, `.pbir` byPath, `.platform` logicalId and displayName | | Work with Copilot tooling files | **`references/copilot-folder.md`** -- AI instructions, verified answers, schema, example prompts | | Edit TMDL model files | **`tmdl`** skill -- syntax, authoring, column properties, naming conventions | | Change a PBIR report | **`pbir-cli`** skill -- all report mutations; `pbir-format` is read-only schema context | | Verify no broken references after rename | Grep commands below |
## Forking a PBIP Project
1. **Copy the project folder** -- duplicate the entire root folder with a new name. 2. **Rename artifact folders** -- rename `.Report/` and `.SemanticModel/` subfolders to match the new project name. 3. **Rename and update `.pbip`** -- rename the `.pbip` file and update `artifacts[].report.path` to point to the renamed `.Report` folder. 4. **Update `.pbir`** -- if the report uses `byPath`, update the path to point to the renamed `.SemanticModel` folder. 5. **Update `.platform` files** -- set `displayName` to the new project name in each `.platform` file. Regenerate `logicalId` (new GUID) if deploying as a separate Fabric item.
## Verification
Two tools for validation, used together:
1. **`scripts/validate_pbip.py`** — project-level validator for cross-cutting concerns: `.pbip` root file, `.platform` identity, semantic model format (TMDL vs TMSL), `datasetReference` resolution, theme resource resolution on disk, **orphan page folders**, and the **silent-ignore page name regex rule** (page names outside `^[\w-]+$` are silently ignored by Power BI Desktop). Delegates deep `.Report` schema validation to `pbir validate` if it is on PATH.
```bash python3 scripts/validate_pbip.py <path-to-.pbip-or-project> # validate python3 scripts/validate_pbip.py <path> --fix # scaffold .gitignore python3 scripts/validate_pbip.py <path> --json # machine-readable python3 scripts/validate_pbip.py <path> --no-pbir-cli # skip delegation ```
Exit codes: `0` clean, `1` warnings only, `2` errors, `3` usage error.
2. **`pbir validate <Report.Report>`** (from the `pbir-cli` skill) — canonical JSON schema + PBIR structure validator for the `.Report` folder. Covers JSON syntax, schema compliance, required fields, and optional `--qa` / `--fields` / `--strict` checks.
3. **`pbip-validator`** agent — use for interactive, LLM-driven checking of orphaned references after renames, when you need reasoning over the whole project rather than a determi
Source provenance
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893 GitHub stars
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Scenario-led draft for pbip, ready for a manual X post.
A practical pick for design or creative work: pbip: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pb... 893 stars https://www.openagentskill.com/skills/data-goblin-pbip?ref=x
Listing + install path for pbip: https://www.openagentskill.com/skills/data-goblin-pbip?ref=x Install: npx skills add data-goblin/power-bi-agentic-development --skill pbip
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Frontend Design
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174.9K StarsTaste Skill: Anti-Slop Frontend
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Codex install prompt
Install the "pbip" agent skill from https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/pbip/skills/pbip. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"data-goblin-pbip","task":"Install pbip","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Multimodal media
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Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
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Ready
npx skills add data-goblin/power-bi-agentic-development --skill pbip
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fresh
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Permission surface may require sandboxing · No critical security risks found. The skill avoids unpacking PBIX internals, forbids hand-editing PBIR JSON, and does not instruct unsafe downloads or destructive commands.
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893 GitHub stars
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893 stars, 131 forks
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Install
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high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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Task: Use pbip in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pbip%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/data-goblin-pbip/install
Install command: npx skills add data-goblin/power-bi-agentic-development --skill pbip
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Use pbip for this task. Review https://www.openagentskill.com/api/skills/data-goblin-pbip/install, then install with: npx skills add data-goblin/power-bi-agentic-development --skill pbipRegistry metadata
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Solid option that is likely worth shortlisting for production workflows.
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Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: pbip description: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pbip, .pbism, .platform, definition.pbir, PBIP vs PBIX, or cross-cutting project operations. ---
# PBIP Project Format
PBIP (Power BI Project) is the developer-mode file format for Power BI. It decomposes a `.pbix` binary into human-readable text files organized in folders, enabling source control, external editing, and multi-author collaboration.
## General, critical guidance
- **This skill covers project structure, not report editing.** Use `te` for the semantic model and `pbir` for every report mutation. Never hand-edit PBIR JSON. - **PBIX is a black box; PBIP is transparent.** PBIX is a single binary that cannot be diffed or edited externally. PBIP splits the same content into text files. Convert between them with File > Save As in PBI Desktop. - **Thick vs thin reports:** A thick report bundles `.Report/` + `.SemanticModel/` in the same project (`definition.pbir` uses `byPath`). A thin report has `.Report/` only, connecting to a remote model via `byConnection`. Thin reports are preferred for managed/shared BI. - **A project can contain multiple items.** Multiple `.Report/` and `.SemanticModel/` folders can coexist. The `.pbip` file is optional -- open `definition.pbir` directly. - **UTF-8 without BOM.** All files must be saved as UTF-8 without BOM. A BOM prefix causes parse errors in some tools. - **Git line endings:** PBI Desktop writes CRLF. Configure `core.autocrlf` or `* text=auto` in `.gitattributes` to normalize. - **260-char Windows path limit.** Use short root paths. Deep nesting of page/visual GUIDs can exceed this limit. - **Desktop reload is selective.** Use `pbir desktop refresh` for supported report/model changes; close and reopen Desktop for theme changes. - **Rename cascades are cross-cutting.** Rename model objects with `te mv --save`, then update each report with `pbir fields replace` or `replace-table` and validate both sides. - **SparklineData metadata** selectors embed Entity references in compact strings that do not follow the standard `SourceRef.Entity` JSON structure. Easy to miss. - **DAX query files exist in TWO locations:** `<Name>.SemanticModel/DAXQueries/` and `<Name>.Report/DAXQueries/`. Always check both during renames.
## Working with PBIX Files
Treat PBIX as an opaque Desktop artifact. Do not unzip it, patch its internals, reconstruct PBIR from its contents, or invoke an unapproved extraction engine. Microsoft licensing/EULA questions around third-party engine redistribution are unresolved for this project.
Use Power BI Desktop **File > Save As > Power BI Project (.pbip)**, then work on the resulting `.Report` folder with `pbir` and on the semantic model with `te`. If Desktop conversion is not available, stop and ask for a PBIP/PBIR source artifact rather than inventing a conversion path. ## PBIX vs PBIP
| Aspect | PBIX | PBIP | |--------|------|------| | Format | Single binary file | Folder of text files | | Source control | Not diff-friendly | Git-ready, human-readable diffs | | Collaboration | Single author at a time | Multiple authors, merge-friendly | | External editing | Not supported | VS Code, Tabular Editor, scripts | | Deployment | File > Publish | Git integration, Fabric APIs, fabric-cicd | | Data | Contains cached data | `cache.abf` is gitignored; metadata only in Git | | Convert | File > Save As > PBIP | File > Save As > PBIX |
## Project Structure
The `.Report/` folder is required in a PBIP. The `.SemanticModel/` folder is optional — a thin report has only `.Report/` and points at a remote semantic model via `definition.pbir` `byConnection`.
The `.pbi/` subfolders in both items (`localSettings.json`, `editorSettings.json`, `cache.abf`, etc.) are **all optional** — they are per-user/per-machine runtime state generated by Power BI Desktop. A freshly authored PBIP from an external tool may not have any of them, and the project still opens fine in Desktop.
``` <ProjectName>/ +-- <Name>.pbip # Entry point (references .Report folder) — optional +-- .gitignore # Recommended; excludes .pbi/localSettings.json and cache.abf +-- <Name>.SemanticModel/ # OPTIONAL — absent for thin reports | +-- .pbi/ # All contents OPTIONAL, per-user runtime state | | +-- localSettings.json # User-specific (gitignored) | | +-- editorSettings.json # Editor settings (committed) | | +-- cache.abf # Data cache (gitignored) | | +-- unappliedChanges.json # Pending Power Query changes | | +-- daxQueries.json # DAX query view tab settings | | +-- tmdlscripts.json # TMDL view script tab settings | +-- definition.pbism # SM entry point (required if .SemanticModel exists) | +-- definition/ # TMDL format (preferred) — see tmdl skill | +-- model.bim # TMSL format (legacy alt to definition/, mutually exclusive) | +-- diagramLayout.json # SM diagram (no external edit) | +-- DAXQueries/ # .dax files from DAX query view | +-- TMDLScripts/ # .tmdl files from TMDL view | +-- Copilot/ # Copilot tooling metadata | +-- .platform # Fabric identity (displayName, logicalId) +-- <Name>.Report/ # REQUIRED | +-- .pbi/ # OPTIONAL runtime state | | +-- localSettings.json # User-specific (gitignored) | +-- definition.pbir # Report entry point (required for PBIR format) | +-- definition/ # PBIR format — see pbir-format skill | | +-- report.json | | +-- version.json | | +-- pages/ | | | +-- pages.json | | | +-- <page-slug>/ # See "Page folder naming" below | | | | +-- page.json | | | | +-- visuals/... | +-- report.json # PBIR-Legacy format (legacy alt to definition/) | +-- mobileState.json # Mobile layout (no external edit) | +-- semanticModelDiagramLayout.json # Diagram positions (table renames) | +-- CustomVisuals/ # Private custom visual metadata | +-- StaticResources/ | | +-- SharedResources/ # Base themes, shared resources | | | +-- BaseThemes/<name>.json # Resolution path: <report>/StaticResources/SharedResources/<item.path> | | +-- RegisteredResources/ # Custom themes, images, .pbiviz files | +-- DAXQueries/ # .dax files from report DAX query view | +-- .platform # Fabric identity ```
## Page folder naming
Power BI Desktop uses opaque 20-character hex slugs for new page, visual, bookmark, and filter folders by default (e.g. `847663d71e27e0840063`). Per Microsoft docs, these can be **renamed to friendly names** but the replacement must satisfy:
- **Regex:** `^[\w-]+$` — word characters (letters, digits, underscore) or hyphen only. - **No spaces, no dots, no other punctuation.** Names outside this set are **silently ignored** by Power BI Desktop and the page/visual vanishes from the loaded report. This is the hardest bug class to diagnose because there is no error dialog. - **Folder name and `name` field must match exactly (case-sensitive).** The folder may be bare (`<slug>/`) or suffixed (`<slug>.Page/`) — both forms are valid on disk. pbir-cli uses the `.Page` suffix in its CLI path syntax; current Desktop saves omit the suffix. - **`pages.json.pageOrder` entries must reference the slug**, not the display name. `activePageName` must be one of the entries in `pageOrder`. - **Restart Desktop after external rename.** PBI Desktop does not detect file changes while open.
Rename pages with `pbir pages rename`; it owns the cross-report reference updates. Do not rename a folder or patch the related JSON by hand.
## SharedResources path resolution
Items listed in `resourcePackages[]` are resolved relative to:
``` <Report>/StaticResources/<package_type>/<item.path> ```
For a `SharedResources` package with an item `{ "path": "BaseThemes/Fluent2-CY26SU03.json" }`, Power BI Desktop looks for:
``` <Report>/StaticResources/SharedResources/BaseThemes/Fluent2-CY26SU03.json ```
**Missing resource files are a common blocking error.** If `report.json` declares `themeCollection.baseTheme.type = "SharedResources"` and points at a resource that doesn't exist on disk, the report will not open. `validate_pbip.py` checks this explicitly.
## What to Read for Common Tasks
| Task | Read | |------|------| | Convert a PBIX source | **Working with PBIX Files** above -- use Desktop Save As; no extraction | | Understand entry point file structure | **`references/pbip-file-types.md`** -- `.pbip`, `.pbir`, `.pbism`, `.platform` JSON structure, version properties, byPath vs byConnection | | Rename a table, measure, or column | `te mv --save`, then `pbir fields replace` or `replace-table`; use the references only to understand validation coverage | | Fork / duplicate a PBIP project | **`references/pbip-file-types.md`** -- update `.pbip` path, `.pbir` byPath, `.platform` logicalId and displayName | | Work with Copilot tooling files | **`references/copilot-folder.md`** -- AI instructions, verified answers, schema, example prompts | | Edit TMDL model files | **`tmdl`** skill -- syntax, authoring, column properties, naming conventions | | Change a PBIR report | **`pbir-cli`** skill -- all report mutations; `pbir-format` is read-only schema context | | Verify no broken references after rename | Grep commands below |
## Forking a PBIP Project
1. **Copy the project folder** -- duplicate the entire root folder with a new name. 2. **Rename artifact folders** -- rename `.Report/` and `.SemanticModel/` subfolders to match the new project name. 3. **Rename and update `.pbip`** -- rename the `.pbip` file and update `artifacts[].report.path` to point to the renamed `.Report` folder. 4. **Update `.pbir`** -- if the report uses `byPath`, update the path to point to the renamed `.SemanticModel` folder. 5. **Update `.platform` files** -- set `displayName` to the new project name in each `.platform` file. Regenerate `logicalId` (new GUID) if deploying as a separate Fabric item.
## Verification
Two tools for validation, used together:
1. **`scripts/validate_pbip.py`** — project-level validator for cross-cutting concerns: `.pbip` root file, `.platform` identity, semantic model format (TMDL vs TMSL), `datasetReference` resolution, theme resource resolution on disk, **orphan page folders**, and the **silent-ignore page name regex rule** (page names outside `^[\w-]+$` are silently ignored by Power BI Desktop). Delegates deep `.Report` schema validation to `pbir validate` if it is on PATH.
```bash python3 scripts/validate_pbip.py <path-to-.pbip-or-project> # validate python3 scripts/validate_pbip.py <path> --fix # scaffold .gitignore python3 scripts/validate_pbip.py <path> --json # machine-readable python3 scripts/validate_pbip.py <path> --no-pbir-cli # skip delegation ```
Exit codes: `0` clean, `1` warnings only, `2` errors, `3` usage error.
2. **`pbir validate <Report.Report>`** (from the `pbir-cli` skill) — canonical JSON schema + PBIR structure validator for the `.Report` folder. Covers JSON syntax, schema compliance, required fields, and optional `--qa` / `--fields` / `--strict` checks.
3. **`pbip-validator`** agent — use for interactive, LLM-driven checking of orphaned references after renames, when you need reasoning over the whole project rather than a determi
Source provenance
Decision snapshot
893 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for pbip, ready for a manual X post.
A practical pick for design or creative work: pbip: Guidance for Power BI Project (PBIP) structure, thick and thin reports, project renames, forks, and validation. Use for .pb... 893 stars https://www.openagentskill.com/skills/data-goblin-pbip?ref=x
Listing + install path for pbip: https://www.openagentskill.com/skills/data-goblin-pbip?ref=x Install: npx skills add data-goblin/power-bi-agentic-development --skill pbip
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174.9K StarsPermission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness