analytics-dataflow-development SKILL.md skillA
analytics-dataflow-development from pranavnagrecha/awesomesalesforceskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pranavnagrecha/awesomesalesforceskills/analytics-dataflow-development@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pranavnagrecha/awesomesalesforceskills
- Path
skills/admin/analytics-dataflow-development/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Aug 15, 2026
- First version recorded
- Apr 13, 2026
- Size
- 16,150 bytes
- Repository stars
- 19
- License
- a license file GitHub does not identify
Use this skill when building, debugging, or optimizing CRM Analytics dataflows — defining node types (sfdcDigest, Append, Augment, computeExpression, computeRelative, Flatten, dim2mea, sfdcRegister), scheduling runs, handling run failures, and tuning performance. NOT for doing the same transformation in a Data Prep recipe — use admin/analytics-recipe-design. NOT for dataset field types, refresh schedules, or row limits — use admin/analytics-dataset-management.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Analytics Dataflow Development This skill activates when a practitioner needs to author, debug, or optimize a CRM Analytics dataflow — a JSON-defined ETL pipeline that extracts Salesforce data, applies transformations, and registers the result as a CRM Analytics dataset. It covers node composition, run-limit management, failure recovery, and performance tuning. --- ## Before Starting Gather this context before working on anything in this domain: - Confirm whether the org already has dataflows consuming the same source objects; duplicate sfdcDigest nodes across multiple dataflows multiply row-count and run-time cost. - Identify the target dataset row volume. Datasets are capped at 250 million rows; exceeding this causes the sfdcRegister node to fail. - Count currently scheduled dataflow and recipe runs. The org is limited to 60 combined dataflow and recipe runs per rolling 24-hour window — not a calendar day reset. New dataflows added to a busy schedule may push the org over the limit. …
Read the whole file at its exact version.
How to install
mdr add pranavnagrecha/awesomesalesforceskills/analytics-dataflow-development@sha256:4f4d1e41a1260b2dThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_47efeirdiqbcbpo4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 13, 2026 and Aug 15, 2026, about one every 62 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-15 | c68b1c4 | 16,150 B | A | view · diff |
| v1.0.0 | 2026-08-14 | 25df1fd | 15,689 B | A | view · diff |
| v1.0.0 | 2026-04-13 | ace66f4 | 15,604 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16150 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pranavnagrecha/awesomesalesforceskills · 19 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_47efeirdiqbcbpo4 GET https://markdownregistry.com/api/v1/resolve?ref=pranavnagrecha/awesomesalesforceskills/analytics-dataflow-development GET https://markdownregistry.com/api/v1/blob/4f4d1e41a1260b2d24746b810a85ff81f42625255d9b0297ee466346aad708e1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.