/codex-discover
Find missed token savings by scanning AI coding session files for commands that ran without tokf filtering.
Claude Code
$ npx -y skills add mpecan/tokf --skill codex-discover --agent claude-code
Codex
$ npx skills add mpecan/tokf --skill codex-discover -a codex -y
Cursor
$ npx skills add mpecan/tokf --skill codex-discover -a cursor -y
Gemini CLI
$ npx skills add mpecan/tokf --skill codex-discover -a gemini-cli -y
GitHub Copilot
$ npx skills add mpecan/tokf --skill codex-discover -a github-copilot -y
OpenCode
$ npx skills add mpecan/tokf --skill codex-discover -a opencode -y
Windsurf
$ npx skills add mpecan/tokf --skill codex-discover -a windsurf -y
SKILL.md
codex-discover.SKILL.mdname: tokf-discover description: Find missed token savings by scanning AI coding session files for commands that ran without tokf filtering.
tokf discover — Find Missed Token Savings
Use this skill to analyze past sessions and find commands that are running without tokf filtering, wasting tokens on verbose output.
Quick Start
Run `tokf discover` in the project directory to scan recent sessions:
tokf discover
Options
- `--all` — scan all projects, not just the current one
- `--since 7d` — only scan sessions from the last 7 days (also `24h`, `30m`)
- `--limit 0` — show all results (default: top 20)
- `--json` — output as JSON for programmatic use
- `--session <path>` — scan a specific session file
- `--project <path>` — scan sessions for a specific project path
Workflow
1. Run `tokf discover` to identify top savings opportunities 2. For commands with existing filters: run `tokf hook install --tool codex` to set up automatic filtering 3. For commands without filters: create a custom filter with `tokf eject` 4. Re-run `tokf discover` after changes to verify improvement
JSON Output
Use `--json` for integration with other tools:
tokf discover --json
tokf.net — reduce LLM context consumption from CLI commands by 60–90%. Commands like git push, cargo test, and docker build produce verbose output packed with progress bars, compile noise, and boilerplate.
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Questions about codex-discover.
- Which coding agents can use codex-discover?
- codex-discover installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

