Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add wardawgmalvicious/agent-config --skill fabric-data-pipelinegit clone --depth 1 https://github.com/wardawgmalvicious/agent-configWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-data-pipeline)<a href="https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-data-pipeline"><img src="https://agentmods.dev/badge/skills/wardawgmalvicious/agent-config/fabric-data-pipeline/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wardawgmalvicious/agent-config/fabric-data-pipeline"><img src="https://agentmods.dev/badge/skills/wardawgmalvicious/agent-config/fabric-data-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00225 | $0.03072 |
| Opus 5 | $0.00112 | $0.01536 |
| Sonnet 5 | $0.00045 | $0.00614 |
| Haiku 4.5 | $0.00022 | $0.00307 |
Grade A, and why
fabric-data-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fabric Data Pipeline definitions
Covers the Git-serialized form of a DataPipeline item — the JSON an agent edits when there is no portal to validate against.
Not here, deliberately: expression syntax (@concat, coalesce,
the ForEach variable race) belongs to the coding-expressions rule,
which globs the same file and always co-loads. Connection rebinding
across environments belongs to fabric-cicd. The libraryVariables
block's own mechanics belong to fabric-variable-library. Copy activity
source/sink/dataset internals are not covered at all.
1. What Git holds
| File | Required | What it is |
|---|---|---|
pipeline-content.json |
yes | The pipeline: activities, parameters, variables |
.platform |
no | Item metadata — displayName, logicalId |
.schedules |
no | Job-scheduler triggers, one file per item |
Serialization mechanics (EOF newlines, CRLF/LF, .gitattributes) are in
the fabric-git-serialization rule, which globs this folder too.
2. The definition envelope
{ "properties": {
"activities": [ ... ],
"parameters": { "DryRun": { "type": "bool", "defaultValue": false } },
"variables": { "ChangedEntities": { "type": "Array", "defaultValue": [] } },
"libraryVariables": { "EnvSuffix": { "type": "String",
"variableName": "EnvironmentSuffix", "libraryName": "MyVarLib" } }
} }
The REST schema page documents only activities and description.
Every real pipeline also carries parameters, variables and
libraryVariables at that level. The page is incomplete — do not
"correct" a file by deleting them (verified against live exports
2026-09-02).
parameters— set at trigger time, immutable during the run.variables— mutable, pipeline-scoped, not iteration-scoped.libraryVariables— Variable Library bindings; seefabric-variable-library. Read with@pipeline().libraryVariables.<alias>, and for the advanced types append.connectionId,.itemIdor.workspaceId.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago Changed 2e147376f7e1
- 7d ago Changed fae6de1d6879
- 8d ago First seen · 261 lines · 225 tokens per session scan A 2ee505a2af99
fabric-data-pipeline is a skill published in the GitHub repository wardawgmalvicious/agent-config (1 stars, last pushed yesterday), licensed MIT. It adds 225 tokens to every session and 3,072 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.
Other skills, from other repositories
drawio
WORKFLOW SKILL — Generate Azure architecture diagrams in .drawio via simonkurtz-MSFT MCP server (full Azure icon set, batch creation, transactional mode). Covers architecture, dependency, runtime-flow, and as-built diagrams. WHEN: 'draw.io diagram', 'Azure architecture diagram', 'as-built diagram', 'runtime flow…
azure-artifacts
UTILITY SKILL — Artifact template structures, H2 compliance rules, and documentation styling for agent outputs (Steps 1-7). WHEN: "generate artifact", "check H2 structure", "artifact template", "step 7 as-built". USE FOR: generating any agent artifact, checking H2 structure compliance. DO NOT USE FOR: Azure resource…
azure-bicep-patterns
UTILITY SKILL — Reusable Azure Bicep patterns: hub-spoke, private endpoints, diagnostics, AVM composition. WHEN: "hub-spoke Bicep", "private endpoint module", "diagnostic settings", "AVM Bicep composition". USE FOR: Bicep template design, hub-spoke networking, private endpoint patterns, AVM modules. DO NOT USE FOR…
azure-governance-discovery
ANALYSIS SKILL — Azure Policy discovery: effective assignments (incl. MG-inherited), definitions/exemptions, effect classification, emits governance-constraints JSON. WHEN: 'Azure policy discovery', 'effective policy assignments', 'governance constraints', '04g-Governance Phase 1', 'refresh governance JSON'. DO NOT…
vendor-prompting
ANALYSIS SKILL — Audit-grade reference for Anthropic Claude and OpenAI GPT-5.6 prompting best practices. WHEN: "claude prompting", "gpt-5.6 prompting", "audit agent", "review prompt", "vendor best practices", "anthropic best practices", "openai prompting". DO NOT USE FOR: routine prompt edits where rules are already…
copilot-customization
Authoritative reference for VS Code Copilot customization mechanisms: instructions, prompt files, custom agents, agent skills, MCP servers, hooks, and plugins. Use when deciding which customization type to use, creating new .instructions.md/.prompt.md/.agent.md/SKILL.md/mcp.json files from scratch, or debugging why a…