explore

explore is a command for Claude Code from Jamie-BitFlight/claude_skills. It costs 14 tokens per session (399 once invoked), scanned A, original, MIT.

A command for interactively exploring Claude Code session transcripts. It first presents an overview, then lets you choose which findings or workflow patterns to investigate further.

In plain words
What is it for?
Use it to inspect session counts, tool usage, errors, interruptions, repeated workflow deviations, and selected sessions in more detail.
Why use it?
It helps you move from a broad survey to targeted investigation without manually searching the entire transcript collection.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the agentskill-kaizen plugin — 4 skills, 4 commands, 2 agents shipped together

Good fit Use it to inspect session counts, tool usage, errors, interruptions, repeated workflow deviations, and selected sessions in more detail.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/jamie-bitflight/claude_skills/explore
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Jamie-BitFlight/claude_skills

Made for: Claude Code.

Or install agentskill-kaizen, the plugin that ships this one along with the rest of its 4 skills, 4 commands, 2 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for explore

README.md
[![agentmods](https://agentmods.dev/badge/commands/jamie-bitflight/claude_skills/explore.svg)](https://agentmods.dev/commands/jamie-bitflight/claude_skills/explore)
Your own site
<a href="https://agentmods.dev/commands/jamie-bitflight/claude_skills/explore"><img src="https://agentmods.dev/badge/commands/jamie-bitflight/claude_skills/explore.svg" alt="Measured on agentmods" height="20"></a>
Per session 14 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 399 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00014 $0.00399
Opus 5 $0.00007 $0.00199
Sonnet 5 $0.00003 $0.00080
Haiku 4.5 $0.00001 $0.00040

Measured 4d ago against content hash af5d62521bb9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

explore scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/agentskill-kaizen/commands/explore.md · 41 lines

What it actually says

Start an interactive transcript exploration session. Present initial findings from the transcript corpus, then let the user steer deeper investigation.

Arguments

  • --project <name> — Scope to a specific project transcript directory. Default: current project.

Execution Steps

  1. Resolve transcript path. Same logic as /agentskill-kaizen:analyze — derive project key from --project flag or current working directory.

  2. Run initial survey. Use DuckDB MCP to run a quick corpus overview:

    • Total session count and date range
    • Record type distribution
    • Top 10 most-used tools
    • Error rate summary
    • User interrupt count
  3. Present findings to user. Display the survey results and suggest investigation directions:

    • "I found {N} sessions with {M} tool misuse violations. Want to dig into those?"
    • "I found {K} repeated workflow deviations. Want to compare those sessions?"
    • "The most common error is {type} ({count} times). Want to trace those sessions?"
  4. Follow user direction. Based on user response, run targeted queries:

    • Use DuckDB SQL for structured data extraction
    • Use kaizen MCP tools for process mining and pattern detection
    • Present results incrementally
    • Ask clarifying questions to narrow investigation
  5. Save findings on request. When the user wants to save findings, write to .planning/kaizen/exploration-{date}.md.

Interaction Pattern

This command runs interactively — do NOT spawn an autonomous agent. Stay in the main conversation so the user can steer the investigation in real-time. Use MCP tools directly for queries.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 41 lines · 14 tokens per session scan A af5d62521bb9

Subscribe to this mod's changes

explore is a command published in the GitHub repository Jamie-BitFlight/claude_skills (65 stars, last pushed yesterday), licensed MIT. It adds 14 tokens to every session and 399 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.