data-lineage-mapper
Skill1 starsChanged 23 days agoMITView on GitHub
Traces data from origin to use when transformations, ownership and reporting dependencies need to be understood.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- Ethical-AI-Syndicate/skillstheir own version, first seen Jan 24, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- Ethical-AI-Syndicate/skills★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository133 other files it gives its agents.
- templates/CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
- access-control-auditSkill
- ai-opportunity-scanSkill
- ai-policy-writerSkill
- annual-budget-builderSkill
- application-portfolio-mapSkill
- architecture-fit-checkSkill
- automation-backlogSkill
- benefits-realisationSkill
- board-paperSkill
- bottleneck-removalSkill
- break-even-modelSkill
- budget-variance-analystSkill
- business-continuity-plannerSkill
- business-valuationSkill
- capacity-planningSkill
- case-study-writerSkill
- cash-flow-forecastSkill
- change-adoptionSkill
- change-impactSkill
- channel-profitabilitySkill
- churn-cohort-analysisSkill
- client-handoverSkill
- client-kickoffSkill
- client-profitabilitySkill
- client-relationship-managerSkill
- closeout-packSkill
- compensation-bandsSkill
- competitor-mapperSkill
- contribution-marginSkill
- cost-structure-analystSkill
- crisis-communicationsSkill
- customer-insight-synthesiserSkill
- customer-interview-designerSkill
- customer-journey-mapSkill
- customer-segmenterSkill
- cyber-risk-assessmentSkill
- dashboard-requirements-plannerSkill
- data-quality-auditSkill
- decision-logSkill
- decision-memoSkill
- decision-rightsSkill
- delivery-model-selectorSkill
- demand-validatorSkill
- discount-governanceSkill
- discovery-call-facilitationSkill
- discovery-call-prepSkill
- discovery-question-designSkill
- discovery-synthesisSkill
- engagement-outcomesSkill
- evidence-synthesiserSkill
- executive-dashboardSkill
- executive-summarySkill
- fee-settingSkill
- financial-statement-diagnosticSkill
- fundraising-readinessSkill
- funnel-diagnosticSkill
- go-to-marketSkill
- governance-designerSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Use for critical metrics, compliance evidence, migration design or investigation of inconsistent outputs.
- Distinctive: line 31
Every critical handoff has ownership and a validation control.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Data Lineage Mapper
When to use it
Use for critical metrics, compliance evidence, migration design or investigation of inconsistent outputs.
What Claude needs
client-context.mdfor business background- Priority data elements and business definitions
- Source systems, interfaces and transformation rules
- Reports, decisions, owners and retention requirements
Method
- Select critical data elements based on risk, value and downstream reach.
- Trace each element from capture through stores, transformations and final uses.
- Record business owner, technical custodian, rule and control at each stage.
- Reconcile definitions, formats and timing across branches of the lineage.
- Flag opaque transformations, manual edits, duplicated sources and broken custody.
- Design validation points and ownership fixes for the highest-risk gaps.
Output format
Deliver lineage diagrams and a register with element, stage, source, transformation, destination, owner and control. Include unresolved gaps and validation actions.
Quality checks
- Lineage reaches original capture rather than stopping at an intermediate file.
- Transformations describe logic and timing.
- Every critical handoff has ownership and a validation control.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.