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Trigger My Training

plugin-validate License: FSL-1.1-ALv2 Version Claude Code plugin

A ground-first reflex for coding agents. On a complex or irreversible request, the agent stops, reconstructs the domain's reality, treats its own training as a stale hypothesis, probes the live system, and is hard-blocked from the destructive step until it has grounded.

The trigger is the agent's own judgment, not a hand-authored keyword list — so it works in any domain. The plugin's thesis is its mechanism: trigger the model's training, don't encode static rules a human guessed at.

Install

# load locally from a clone
claude --plugin-dir /path/to/trigger-my-training

# or via the marketplace
/plugin marketplace add 88plug/trigger-my-training
/plugin install trigger-my-training@trigger-my-training

Optional status-line badge (⏚ TMT:armed / :grounded):

bash /path/to/trigger-my-training/install.sh

How it works — two layers

  1. Recognize (the model's judgment). No keyword detector. The agent elects the ground-first skill from its own understanding of whether a task is complex/irreversible — any domain. (Measured: precision 1.0 / recall 0.92 across infra + 14 non-infra domains; a keyword classifier managed 0.28 recall off-infra.)
  2. Reconstruct. Split what you KNOW from what you're ASSUMING, emit a Grounding Brief (decision points, silent failure modes, unknowns tagged PROBE / ASK / ASSUME), and verify your three riskiest assumptions first.
  3. Enforce (deterministic, self-arming). A PreToolUse hook denies a destructive action until grounding is recorded with tmt-ground commit. Read-only probes and ordinary file edits never block. (Measured: 100% interception across 18 adversarial bypass styles, 0 false-blocks.)

The trigger is the model's judgment because recognising intent needs understanding; the gate is deterministic because a safety floor must not depend on the model it gates.

Configure (at enable time)

option default effect
gate_mode full full = gate active; off = disabled
hard_gate true false = advisory only (keeps the reflex, drops the block)

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