CodeGraph Agent Eval
colbymchenry/codegraph
Benchmarks how much CodeGraph helps a coding agent on a real repository, comparing runs with and without it for a chosen local or published version.
A skill your agent uses when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
Install Tui Debug In Pane
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-pane --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .claude/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .claude/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-paneType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-pane --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .agents/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .agents/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-pane --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .cursor/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .cursor/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mikeyobrien/ralph-orchestrator.git --path .claude/skills/tui-debug-in-pane--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-pane --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .gemini/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .gemini/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-paneInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .github/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .github/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator tui-debug-in-pane --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/tui-debug-in-pane .opencode/skills/tui-debug-in-pane && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tui-debug-in-pane" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/tui-debug-in-pane into .opencode/skills/tui-debug-in-pane/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tui-debug-in-pane", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
tui-debug-in-pane- GitHub stars
- 3.2k
- Token cost
- ~825 tokens
- SKILL.md length
- 295 words
- Files
- 1
- Skills in repo
- 16
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
- Works in 6 steps: Create the Split Pane → Fix Shell Environment → Clean Up Before Running → …
- You need to reproduce
- SKILL.md covers When to Use, Quick Reference, Procedure and Common Mistakes
- Calls git
What it does
Tui Debug In Pane is an agent skill from mikeyobrien/ralph-orchestrator. Use when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with tmux. The repository describes itself as: An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration. The licence is MIT.
When your agent uses it
- You need to reproduce
- Debug TUI rendering issues (garbled output
- Broken streaming
- Layout corruption) by running ralph in a tmux split pane and capturing live output
Example prompts
- “/tui-debug-in-pane”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit edc2b32. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Tui Debug In Pane loads about 825 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 295 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from mikeyobrien/ralph-orchestrator at commit edc2b32, republished under its MIT licence (© mikeyobrien). 295 words, ~825 tokens.
Download SKILL.mdSave it as
.claude/skills/tui-debug-in-pane/SKILL.md (or your agent's skills folder).- name
- tui-debug-in-pane
- description
- Use when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
- metadata.internal
- true
tui-debug-in-pane
Debug TUI rendering bugs by launching ralph in a tmux split pane and capturing live output. The split keeps your main pane free for inspection commands.
When to Use
- Reproducing garbled or corrupted TUI output from a specific provider
- Investigating streaming rendering issues that only appear live
- Capturing TUI state for bug reports or diagnostics
Quick Reference
| Task | Command |
|---|---|
| Identify current pane | tmux display-message -p '#{session_name}:#{window_index}.#{pane_index}' |
| Create split pane | tmux split-window -h -t SESSION:WINDOW -c /path/to/repo |
| List panes | tmux list-panes -t SESSION:WINDOW |
| Fix shell in pane | tmux send-keys -t PANE "exec /path/to/fish" Enter |
| Send command | tmux send-keys -t PANE "command" Enter |
| Capture output | tmux capture-pane -t PANE -p -S -60 |
| Quit TUI | tmux send-keys -t PANE q |
| Force stop | tmux send-keys -t PANE C-c |
| Kill split pane | tmux kill-pane -t PANE |
Procedure
1. Create the Split Pane
tmux display-message -p '#{session_name}:#{window_index}.#{pane_index}'
tmux split-window -h -t SESSION:WINDOW -c /path/to/repo
tmux list-panes -t SESSION:WINDOW2. Fix Shell Environment
Split panes inherit the tmux server's default shell (bash), not the parent's. Tools like pi need fish (mise/Node).
tmux send-keys -t PANE "exec /nix/store/km9w9r1p4nl92y5fp4vfwsjymjig4axl-fish-3.7.1/bin/fish" Enter
tmux send-keys -t PANE "which pi && pi --version" Enter3. Clean Up Before Running
rm -f .ralph/loop.lock
git worktree prune4. Launch Ralph
# Prefer release binary (faster startup)
tmux send-keys -t PANE "target/release/ralph run -c CONFIG.yml -p 'prompt' --max-iterations N" Enter
# Or with cargo (must specify --bin for this workspace)
tmux send-keys -t PANE "cargo run --bin ralph -- run -c CONFIG.yml -p 'prompt' --max-iterations N" Enter5. Capture and Analyze
sleep 20 # Pi/Kiro take 15-30s to start streaming
tmux capture-pane -t PANE -p -S -60
ls -lt .ralph/diagnostics/logs/ | head -56. Clean Up
tmux send-keys -t PANE q
tmux send-keys -t PANE C-c
tmux kill-pane -t PANECommon Mistakes
- Shell mismatch: Split panes get bash by default. If tools fail with "command not found", switch to fish with
exec /path/to/fish. - Stale loop lock: If
.ralph/loop.lockexists, ralph spawns worktree loops instead of running normally. Always delete it first. - Wrong backend in TUI header: Without
cli.backend: piin the config, ralph uses claude regardless of hat settings. - Missing hat
namefield: HatConfig requiresname; omitting it causes a config parse error. - Premature capture: Pi and Kiro take 15-30s before streaming text appears. Capture too early and you see an empty content area.
- Ghost keystrokes: If the TUI already exited, pressing
qprepends it to your next command. Check if the TUI is still running before sending quit keys.
© mikeyobrien, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/tui-debug-in-pane of mikeyobrien/ralph-orchestrator.
Open the folder on GitHubat commit edc2b32
Compare with similar skills
Tui Debug In Pane next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tui Debug In Pane this skillmikeyobrien/ralph-orchestrator | 3.2k | — | ~825 | Automated safety check: Pass | MIT | |
| CodeGraph Agent Evalcolbymchenry/codegraph | 74k | — | ~950 | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Agent Deckasheshgoplani/agent-deck | 1.1k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Tui Debug In Pane
What does Tui Debug In Pane do?
A skill your agent uses when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output. Tui Debug In Pane is an agent skill from mikeyobrien/ralph-orchestrator. Use when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
When should I use Tui Debug In Pane?
Tui Debug In Pane fits situations like: you need to reproduce; debug TUI rendering issues (garbled output; broken streaming; layout corruption) by running ralph in a tmux split pane and capturing live output.
How do I install Tui Debug In Pane in Claude Code?
Run `npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a claude-code`. Or copy the skill folder (.claude/skills/tui-debug-in-pane in mikeyobrien/ralph-orchestrator) into .claude/skills/tui-debug-in-pane in your project. Claude Code loads it when a task matches its description.
How do I install Tui Debug In Pane in Codex?
Run `npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a codex`. Or copy the skill folder (.claude/skills/tui-debug-in-pane in mikeyobrien/ralph-orchestrator) into .agents/skills/tui-debug-in-pane in your project. Codex loads it when a task matches its description.
Can I use Tui Debug In Pane in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mikeyobrien/ralph-orchestrator --skill tui-debug-in-pane -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tui-debug-in-pane, .gemini/skills/tui-debug-in-pane, .github/skills/tui-debug-in-pane and .opencode/skills/tui-debug-in-pane in your project.
What does Tui Debug In Pane need to run?
Going by SKILL.md and its folder, Tui Debug In Pane needs the command-line tools its instructions call (git).
Does Tui Debug In Pane access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Tui Debug In Pane safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Tui Debug In Pane use?
Tui Debug In Pane is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Tui Debug In Pane use?
About 825 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Tui Debug In Pane?
Skills that share tags, products or a category with Tui Debug In Pane: CodeGraph Agent Eval (colbymchenry/codegraph, 74k stars), Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars), Agent Deck (asheshgoplani/agent-deck, 1.1k stars) and Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tui Debug In Pane?
mikeyobrien (a GitHub user) maintains it in mikeyobrien/ralph-orchestrator, which has 3,168 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on October 5, 2026.
Source: mikeyobrien/ralph-orchestrator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.