Read, monitor, and analyze Skool communities or posts headlessly for lead discovery, customer pain, acquisition opportunities, or ThumbGate revenue research without blocking the user's browser.
Pre-action checks for AI coding agents — capture thumbs-up/down feedback, generate prevention rules, and block known-bad patterns before they execute. Use when setting up ThumbGate, capturing feedback on agent actions, checking active prevention rules, debugging blocked actions, or exporting DPO training data.…
One 👎 becomes a hard rule the agent cannot bypass. Captures thumbs-down feedback, distills it into PreToolUse Pre-Action Checks, enforced across every future Claude Code session.
Show what ThumbGate has actually blocked — gate enforcement stats and the full enforcement matrix. Use for "what has ThumbGate blocked", "show gate stats", "is enforcement working", "how many tokens did we save", "enforcement matrix".
Open the local HTTP dashboard for the current project in your web browser. Use for "open dashboard", "thumbgate-dashboard", "show my gates in the browser", "project dashboard", or "open the local ThumbGate UI".
Health-check the ThumbGate wiring for this project — hooks, MCP server, and agent-readiness — and report what's broken. Use for "is ThumbGate wired up", "thumbgate doctor", "check my guardrails are installed", "why aren't my gates firing", "agent readiness".
Turn the last agent mistake into a hard prevention rule the agent cannot bypass. Use after a bad tool call, a wrong action, or a thumbs-down — "guard against this", "block this from happening again", "never do that again", "promote this to a rule".
Show this repo's branch/release governance and grant a scoped, time-limited approval for an action that touches protected files. Use for "protect this branch", "is main protected", "approve this protected change", "branch governance", "let me edit a protected file".
List the active prevention rules and learned lessons guarding this project. Use to answer "what is ThumbGate protecting me from", "show my gates/rules", "what has the agent learned", "what's blocked here".
Runs when the agent finishes a response, executing hook-stop-self-score.sh, hook-stop-verify-deploy.sh, hook-stop-pr-thread-check.sh, hook-stop-anti-claim.js and meta-agent-loop.js via bash (5 commands). From IgorGanapolsky/ThumbGate.
Runs after a tool call finishes for mcp__thumbgate__feedback_stats and mcp__thumbgate__dashboard tool calls, executing cli.js via node. From IgorGanapolsky/ThumbGate.
Triage a CI / PR check failure by READING the failure body before forming any hypothesis. Triggered whenever a required check is red, a PR is BLOCKED, a merge won't land, or you're about to call a failure "transient", "flaky", "stale", or "orphaned". Prevents dismissing a real failure (e.g. real CodeQL security…
Required pre-flight before answering any "why" or "are we" question about revenue, conversion, outbound, traffic, or commercial state. Forces verification of live data and distinguishes planning docs from telemetry. Triggered automatically when the CEO asks "are you sure?" — that phrase means the previous answer was…
Fetch live ThumbGate revenue, paid orders, and funnel telemetry from production billing endpoints. Use BEFORE answering any question about money, conversion, traffic, or "why we didn't make X." Never quote planning documents as actuals.
Keep one task closed-looped before starting the next. Triggered when a new problem surfaces mid-task (a bug, a security finding, a missing env var), when you're about to branch into unrelated work, or when you notice the session has sprawled across many half-finished threads. Prevents the "nothing ever lands" failure…
Maintain an external state ledger for any multi-step task (3+ steps, multi-PR, anything spanning more than one turn or touching production). Triggered when you notice yourself re-deriving "where am I" with repeated gh/git/curl dumps, when a task crosses turns, or when the user asks "why are you stuck/lost". Prevents…