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Spec Driven Analytics

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Orchestrate session data mining operations through a 7-phase workflow with structural anti-skip enforcement. Analyzes Claude Code history.jsonl files and workflow artifacts to deliver formatted, actionable analytics for workflow patterns, errors, decisions, and command sequences. Prevents token optimization bias through per-phase reference loading, checkpoint persistence, Execute-Verify-Record enforcement, and artifact verification. Use when analyzing session data, extracting workflow patterns, investigating error trends, or reviewing development decisions. Always use this skill when the user runs /analytics or mentions session analytics, workflow patterns, error mining, decision archive, or command sequence analysis.

From the source SKILL.md

Orchestrate session data mining operations through the session-miner subagent to deliver formatted, actionable analytics from Claude Code session history, with 4-layer structural anti-skip enforcement.

What this skill does

Spec Driven Analytics is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/spec-driven-analytics/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when analyzing session data, extracting workflow patterns, investigating error trends, or reviewing development decisions. Always use this skill when the user runs /analytics or mentions session analytics, workflow patterns, error mining, decision archive, or command sequence analysis.

Who uses this skill

The Spec Driven Analytics Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/spec-driven-analytics
curl -L https://claudskills.com/skills/spec-driven-analytics/SKILL.md \
  -o ~/.claude/skills/spec-driven-analytics/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/spec-driven-analytics/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/spec-driven-analytics/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\spec-driven-analytics\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel

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