polyipseity/nucleus/chronicler

Claude Code and agent skill by polyipseity/nucleus

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Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting session data.

Install

npx vskill@latest install polyipseity/nucleus/chronicler

SKILL.md

Chronicler: session history analysis

Analyze the local Copilot session store to provide daily standups, usage tips, session search, reindexing, and improvement suggestions.

Schema reference

TableKey columnsPurpose
sessionsid, repository, agent_name, summary, created_atOne row per chat session
turnssession_id, turn_index, user_message, assistant_responseIndividual messages within a session
session_filessession_id, file_path, tool_nameFiles accessed during a session
session_refssession_id, ref_type, ref_valueExternal references (issues, PRs, commits)
search_indexFTS5 virtual table with content, session_id, source_type, source_idFull-text search over session content
checkpointssession_id, checkpoint_number, title, overview, work_done, next_stepsConversation summaries saved via /checkpoint

Subcommands

tips

Query usage patterns: most-edited files, common errors, agent usage trends, repo activity distribution.

  • Use GROUP BY and COUNT(*) on sessions.repository, session_files.file_path, turns.assistant_response patterns.
standup

Summarize the last 24 hours: sessions per repo, key activities, files touched.

  • Pre-fetch data with action: 'standup' for efficiency.
  • Filter with WHERE s.created_at >= datetime('now', '-1 day').
search

Full-text search over session content.

  • Use FTS5 MATCH syntax on search_index: SELECT * FROM search_index WHERE content MATCH ?.
  • Joins: search_index JOIN sessions ON search_index.session_id = sessions.id.
reindex

Rebuild the search index from debug logs.

  • Use action: 'reindex' with force: true to reprocess all sessions.
  • Normal (no force) skips already-indexed sessions.
improve

Analyze session patterns to suggest agent setup improvements.

  • Look at common errors, frequently-accessed files, repetitive user corrections.
  • Cross-reference with existing ~/.agents/instructions/ to identify gaps.

Parameter conventions

  • Always set subcommand: "tips" on every session_store_sql call for telemetry.
  • Use description with a 2-5 word summary of what the call does.

SQL idioms

  • Date math: datetime('now', '-1 day'), NOT now() - INTERVAL '1 day' (this is SQLite, not PostgreSQL).
  • FTS5 text search: SELECT * FROM search_index WHERE content MATCH 'search terms'.
  • Only read-only queries: SELECT and WITH only (the tool enforces this).

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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