claude

echo-sleuth

Mine past Claude Code conversations for decisions, mistakes, patterns, and wisdom. Manage memory lifecycle: audit staleness, extract knowledge, prune waste.

9 on GitHubby xiaolaiv0.4.4ISCupdated 1 month agodeveloper-tools
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Plugin echo-sleuth from marketplace xiaolai in xiaolai/echo-sleuth-for-claude. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (4)

  • experience-synthesis

    This skill should be used when the user asks to "learn from past sessions", "extract lessons", "find what worked", "identify patterns in my workflow", "what mistakes did I make", "what decisions were made", or wants to synthesize wisdom and actionable insights from conversation history.

  • git-mining

    This skill should be used when the user asks to "check git history", "trace code changes", "find when something was added", "correlate commits with sessions", "find hotspot files", or needs to mine git repository history for insights. Only applicable when the current project is a git repository.

  • jsonl-core

    This skill should be used when the user asks to "analyze conversation history", "parse JSONL files", "read past sessions", "search conversation logs", "find what happened in a session", or needs to work with Claude Code's .jsonl conversation format. It provides the canonical parsing infrastructure f

  • memory-management

    Use when auditing, extracting, pruning, or writing Claude Code memory files. Covers memory file format, MEMORY.md index conventions, staleness scoring, claim extraction heuristics, destination routing, mutation rules, and archive conventions.

Slash commands (8)

  • /echo-sleuth:audit

    Audit memory staleness — heuristic scan or deep content verification

  • /echo-sleuth:dashboard

    Global memory overview — staleness alerts, token costs, and stats across all projects

  • /echo-sleuth:extract

    Extract knowledge from a conversation session — decisions, corrections, patterns, and references

  • /echo-sleuth:lessons

    Extract accumulated wisdom from past sessions

  • /echo-sleuth:prune

    Interactive memory cleanup — review and prune stale memories

  • /echo-sleuth:recall

    Search past conversations for a topic, decision, or mistake. Pass --lite for raw, no-synthesis output (works on standard tier; cheapest API path).

  • /echo-sleuth:recap

    Summarize recent sessions

  • /echo-sleuth:timeline

    Show chronological timeline of project work

Subagents (5)

  • analyze

    Use this agent when the user asks "what can we learn", "extract wisdom", "what worked well", "summarize lessons", "generate insights", "what should I remember", "what patterns do I use", "how do I usually work", "my common workflows", "what tools do I prefer", "analyze my habits", "show usage statis

  • file-historian

    Use this agent when the user asks "what happened to this file", "history of file X", "who changed this and why", "when was this file last modified", "trace changes to X", "what changed recently" in a file that broke, or needs to understand the full history of a specific file across both conversation

  • memory-auditor

    Use this agent when the user asks to deeply audit memory staleness, verify memory claims against current code, check if memories reference deleted files or functions, or wants content-aware memory verification beyond simple age-based scoring. Dispatched by /audit --deep. Not for the default age-base

  • recall

    Use this agent when the user asks "how did I get here", "find sessions about X", "what happened yesterday", "why did we choose X", "what went wrong with Y", "find past decisions", "what errors did we hit", "what was the rationale", "what alternatives were considered", "avoid past failures", or needs

  • schema-scout

    Use this agent when the user asks "has the format changed", "check if scripts still work", "discover schema", "what record types exist", "validate our assumptions", "is anything new in .claude", "check compatibility", or needs to verify that echo-sleuth's parsing scripts are compatible with the curr

View source on GitHub

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