session-archaeology
CommunityMine agent sessions to continuously improve.
Data & Analytics#session analysis#regression detection#pattern mining#agent improvement#skill derivation#transcript parsing#mistake taxonomy
Authoritallstartedwithaidea
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Session Archaeology turns discarded agent transcripts into actionable improvements by identifying repeatable success workflows, recurring failure modes, and emerging behavior trends.
Core Features & Use Cases
- Pattern Mining from Real Transcripts: Parses session events (tool calls, model responses, errors, human inputs) into structured streams to discover recurring execution sequences.
- Failure-Mode Taxonomy: Categorizes mistakes (e.g., hallucination, tool misuse, context loss) and attaches suggested fixes for faster remediation.
- Skill Derivation and Regression Signals: Codifies high-frequency, high-confidence patterns into new or refined skills and detects regression by tracking trend changes over time.
- Anonymization-First Workflow: Reduces risk by stripping sensitive information before cross-team analysis or sharing.
Quick Start
Ask your AI agent to run session-archaeology on your latest JSONL transcript logs and return the top recurring success tool-chains, the most frequent failure categories, and the proposed candidate skill updates.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: session-archaeology Download link: https://github.com/itallstartedwithaidea/agent-skills/archive/main.zip#session-archaeology Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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