spec-driven-analyticslisted

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.
bankielewicz/DevForgeAI · ★ 4 · AI & Automation · score 66

Install: claude install-skill bankielewicz/DevForgeAI

# Spec-Driven Analytics 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. **Context files are THE LAW:** tech-stack.md, source-tree/, dependencies.md, coding-standards.md, architecture-constraints.md, anti-patterns.md **If ambiguous or conflicts detected: HALT and use AskUserQuestion** --- ## Execution Model See **`.claude/rules/core/anti-skip-behavior.md`** for the canonical execution contract (expand inline; do not wait passively or offer execution options; honor every step of every phase; Self-Check violation taxonomy; Token-Optimization-Bias prohibition; governed by ADR-076). After invocation, execute Phase 00 Initialization immediately. --- ## Anti-Skip Enforcement Contract Enforced structurally outside LLM control, not by this prose — by the framework's deterministic gates wired for this workflow: the `devforgeai-validate` phase gates, the `settings.json`-registered `.claude/hooks/` scripts, and `.claude/hooks/phase-steps-registry.json` (ADR-076). Behavioral residue: `.claude/rules/core/anti-skip-behavior.md`. --- ## Purpose This skill serves as the **analytics orchestration layer** for DevForgeAI. It coordinates the session-miner subagent to extract patterns from Claude Code history.jsonl files and presents formatted, actionable analytics. ### Core Philosophy **"Mine Once, Reference Forever"** - Extract se