session-search | Skill Performance & Reviews | TopRankSkills

TopRank Skills

Home / Skills / tools / session-search

session-search

maintained by pchalasani

star 1.4k account_tree 89 verified_user MIT License
bolt View GitHub

name: session-search description: For CLI agents WITHOUT subagent support (e.g., Codex CLI). Search previous code agent sessions for specific work, decisions, or code patterns.

If you are Claude Code: Do NOT use this skill directly. Use the session-searcher subagent via the Task tool instead - it handles this more efficiently without polluting your context.

session-search

Search and find previous code agent sessions (Claude-Code or Codex-CLI) for specific work, decisions, or code patterns.

Workflow

  1. Understand the query: Identify what the user is looking for (code patterns, decisions, specific work, design direction)
  2. Search with aichat: Run aichat search --json -n 10 "[query]" (use -g "project" to filter by project)
  3. Parse results: Use jq to extract fields from JSONL output (session_id, project, created, snippet, file_path)
  4. Deep dive if needed: Read session files at ~/.claude/projects/*/[session-id].jsonl (max 3 files)
  5. Summarize: Return a focused summary with key findings and references

Run aichat search --help to see all options (date filters, branch filters, etc.) and JSONL field names.

Output Format

Return a concise summary containing:

  1. Key Findings: 2-3 bullet points answering the query
  2. Relevant Sessions: Session IDs and dates for reference
  3. Specific Content: Code snippets or quotes if directly relevant

Format as clean markdown, not raw JSON.

Example

Query: "Find sessions where we discussed authentication design"

aichat search --json -n 10 "authentication design"

Summary:

  • Session abc123 (Dec 10): Discussed JWT vs session-based auth, decided on JWT
  • Session def456 (Dec 8): Implemented refresh token rotation pattern

Constraints

  • ALWAYS use --json flag with aichat search (otherwise it spawns interactive UI)
  • NEVER return raw JSON output to the user - summarize and distill findings
  • NEVER read more than 3 session files per query
  • If no results found, suggest alternative search terms
  • ONLY report information directly observed in files - never infer or extrapolate

Error Handling

If aichat search command fails or is not found, ask user to install:

uv tool install claude-code-tools   # Python package
cargo install aichat-search         # Rust search TUI

Prerequisites:

  • Node.js 16+ (for action menus)
  • Rust/Cargo (for aichat-search)

If user doesn't have uv or cargo:

curl -LsSf https://astral.sh/uv/install.sh | sh           # uv
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh  # Rust

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!

Skill Details

GitHub Stars 1.4k
GitHub Forks 89
Created Jan 2026
Last Updated 5个月前
tools tools knowledge base

Related Skills

notebooklm
chevron_right
gh-docs
chevron_right
makepad-reference
chevron_right
claude-reflect
chevron_right
skillforge
chevron_right

Build your own?

Join 12,000+ developers contributing to the Claude ecosystem.