data-analysis
Use for exploratory analysis, statistical analysis, trends, cohorts, segmentation, variance drivers, forecasting inputs, analytical visualisation or decision…
Skill by SiddheshKGupta
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/siddheshkgupta-data-analysis
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: data
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/data-analysis
What's inside
- Skill name
data-analysis- Description
- Use for exploratory analysis, statistical analysis, trends, cohorts, segmentation, variance drivers, forecasting inputs, analytical visualisation or decision insights. Do not use when the primary need is a reusable ingestion or transformation pipeline.
- License
- Apache-2.0
- Instructions
- 16 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Data Analysis 1. Define the decision and analytical question. 2. Confirm population, period, grain, source and exclusions. 3. Assess completeness, bias, missing values, outliers and data quality. 4. Select methods appropriate to the data and question. 5. Separate description, inference, correlation and causation. 6. Show absolute values, denominators and uncertainty. 7. Segment results where aggregates hide material differences. 8. Choose tables or charts based on the decision—not decoration. 9. Make calculations reproducible and traceable. 10. State limitations and what additional evidence would change the conclusion. An insight without source, method and implication is incomplete.
From SiddheshKGupta/Escapement, Apache-2.0.
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agent-orchestration
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Use at the start of MATERIAL or PROGRAM work when the user has a rough request, unclear success criteria, hidden trade-offs or missing decisions.
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design-system
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Use for design direction, brand, colour, typography, layout, visual style, animation, motion, responsiveness, design tokens, or creation/update of DESIGN.md.
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domain-research
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Use when industry standards, regulation, current practices, competitors, market trends, professional norms or domain vocabulary may materially affect the…
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consulting-analysis
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Use for consulting analysis, business-model questions, management recommendations, operating-model design, transformation, requirements, stakeholder…
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
agent-blueprint-discovery
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Use when a domain problem may benefit from an existing AI agent implementation, including the 500+ AI Agents catalogue.
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ai-agent-engineering
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Use to specify, build or review AI agents, LangGraph or LangChain systems, RAG, tool calling, memory, structured extraction, multi-agent workflows…
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automation-engineering
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Use for n8n, workflow automation, scheduled jobs, event triggers, webhooks, background processing, notifications or operational automations.
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dashboard
SiddheshKGupta
Use for dashboards, KPIs, MIS, metrics, management reporting, analytics, charts, drill-down, ageing, or reconciliation.
SkillBFreshness: B★ 4Claude Code +9 - 0.566score
data-engineering
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Use for ingestion, ETL or ELT, data pipelines, mapping, cleansing, validation, reconciliation, lineage, warehousing, dimensional models, semantic layers, file…
SkillBFreshness: B★ 4Claude Code +9 - 0.566score
enterprise-ui-review
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Use for new UI, redesign, frontend implementation, screen or component review, responsive work, accessibility, generic AI appearance, or usability problems.
SkillBFreshness: B★ 4Claude Code +9
Signals
- Stars
- 4
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Aug 5, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/SiddheshKGupta/Escapement
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from SiddheshKGupta
- 0.569score
data-architecture
SiddheshKGupta
Use when a project needs persistent storage and no database technology has been chosen yet, or an existing choice is being reconsidered.
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
agent-blueprint-discovery
SiddheshKGupta
Use when a domain problem may benefit from an existing AI agent implementation, including the 500+ AI Agents catalogue.
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
agent-orchestration
SiddheshKGupta
Use when a plan contains independent research, implementation or review tasks that benefit from fresh-context subagents or parallel execution.
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
domain-research
SiddheshKGupta
Use when industry standards, regulation, current practices, competitors, market trends, professional norms or domain vocabulary may materially affect the…
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
consulting-analysis
SiddheshKGupta
Use for consulting analysis, business-model questions, management recommendations, operating-model design, transformation, requirements, stakeholder…
SkillBFreshness: B★ 4Claude Code +9 - 0.569score
decision-coach
SiddheshKGupta
Use at the start of MATERIAL or PROGRAM work when the user has a rough request, unclear success criteria, hidden trade-offs or missing decisions.
SkillBFreshness: B★ 4Claude Code +9
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Cite this page
data-analysis skill. Agent Mart. https://agentmart.dev/skills/siddheshkgupta-data-analysis (last updated 2026-10-24)