ventrox
Enables coding agents to log friction events (tried, failed, minutes lost) and allows reviewers to cluster, rank, and resolve these vents locally without network access.
README
Ventrox
A coding agent hits the same wall many times a day, and nobody sees it.
Ventrox adds one tool call to the agent: what it tried, what failed, minutes lost.
The agent cannot read vents back; the server stamps each with session, project, branch, and time.
A reviewer starts VENTROX_SECRET=$(ventrox grant) claude and lists vents grouped by rough similarity, ranked by count and minutes.
The wall that cost the most minutes comes first.
A few hundred lines of Python, one SQLite file in your home directory, two commands to install.
Nothing goes over the network, and nothing lands in your repo.
Clustering is TF-IDF on n-grams and misses synonyms; redaction is a regex list, best effort.
Limits: 20 vents per session, 5 per 10 minutes.
The idea comes from Lovable's vent tool and vent-widget.
Install
Install Ventrox as a global tool:
uv tool install git+https://github.com/Vetrox/ventrox.git
Or clone and install from the checkout:
git clone https://github.com/Vetrox/ventrox && cd ventrox && uv tool install .
Then run setup:
ventrox setup
Setup copies the ventrox-report and ventrox-review skills into ~/.claude/skills/.
It then registers the MCP server with claude mcp add --scope user ventrox -- ventrox.
Use
Reporter: the agent calls ventrox_vent with tried, failed, and minutes_lost.
It writes one vent per turn, and only after the same friction repeats (two failures or more than 10 minutes).
It corrects a vent in the same session with ventrox_edit.
The server accepts 20 vents per session and 5 vents per 10 minutes.
Reviewer: start a session with a single-use token:
VENTROX_SECRET=$(ventrox grant) claude
The token is single-use and valid for 10 minutes. The session then holds the reviewer tools. Call them in this order:
ventrox_reclustergroups open vents by vocabulary overlap.ventrox_clusterslists the groups ranked by open count, then minutes lost.ventrox_resolve_clustermarks a groupresolvedorwontfix.
Uninstall
ventrox setup --remove
uv tool uninstall ventrox
rm -r ~/.local/share/ventrox # deletes all vents
Tools
| Tool | Mode | Arguments | Returns |
|---|---|---|---|
ventrox_vent |
reporter | tried, failed, minutes_lost |
id, or error |
ventrox_edit |
reporter | id, plus any of tried, failed, minutes_lost |
ok |
ventrox_get |
reviewer | id |
the vent, or error |
ventrox_search |
reviewer | query, status (optional), limit (default 20, max 100) |
results, newest first |
ventrox_clusters |
reviewer | none | clusters ranked by open count, then minutes lost |
ventrox_recluster |
reviewer | none | clusters count, vents count |
ventrox_resolve |
reviewer | id, status (resolved or wontfix) |
ok |
ventrox_resolve_cluster |
reviewer | cluster_id, status (resolved or wontfix) |
ok, changed count |
Text fields hold 1 to 4000 characters. minutes_lost ranges from 0 to 1440.
Environment variables
| Variable | Purpose | Default |
|---|---|---|
VENTROX_HOME |
Data directory | unset |
VENTROX_SESSION |
Session ID | generated per process |
VENTROX_SECRET |
Grant token for a reviewer session; single-use, valid 10 minutes | unset |
VENTROX_EXAMPLES |
Path to a file with project examples | unset |
VENTROX_MAX_PER_SESSION |
Vents the server accepts per session | 20 |
VENTROX_MAX_PER_10MIN |
Vents the server accepts per 10 minutes | 5 |
Data location
The server picks the first of $VENTROX_HOME, $XDG_DATA_HOME/ventrox, and ~/.local/share/ventrox.
All vents live in vents.db in that directory.
The file is plain SQLite with no encryption; only file permissions protect it.
The server refuses to start when the data directory is inside a git worktree, and exits with code 2.
Skills
ventrox-report tells the agent when a friction counts as a vent and what the three fields must contain.
ventrox-review tells a reviewer to run recluster, clusters, then resolve.
ventrox setup installs both.
Project examples
Put a .ventrox.md file at the project root to add project-specific examples of good vents.
Set VENTROX_EXAMPLES to a file path to add examples for all projects.
The server appends both to the ventrox_vent tool description.
Develop
uv sync
uv run pytest
uv run ventrox
Non-goals
Ventrox does not sync to an issue tracker. It has no multi-user mode. It records no tool-call traces, only the three fields the agent writes. It opens no network connection.
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