Tool-Confusability Recovery Loop
Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.
使うべきか
品質と安全性
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"tool-confusability-regression-gate": {
"url": "https://textforagents.com/products/tool-confusability-regression-gate/mcp"
}
}
}リモートエンドポイント
https://textforagents.com/products/tool-confusability-regression-gate/mcpstreamable-httpできること
ツール一覧
ツール（6）
⚪register_catalog(catalog, probes)
Register a tool catalog + probe suite; stores the green state. Free.
入力スキーマ
{
"type": "object",
"properties": {
"catalog": {
"type": "array"
},
"probes": {
"type": "array"
}
},
"required": [
"catalog",
"probes"
]
}⚪start_loop(catalog_id, catalog, selector_class)
Start a recovery loop run against the current live catalog ($0.05 / plan / first run free).
入力スキーマ
{
"type": "object",
"properties": {
"catalog_id": {
"type": "string"
},
"catalog": {
"type": "array"
},
"selector_class": {
"type": "string"
}
},
"required": [
"catalog_id",
"catalog"
]
}⚪apply_fix(loop_id, item)
Serve the revised catalog for a chosen worklist item of an open loop run.
入力スキーマ
{
"type": "object",
"properties": {
"loop_id": {
"type": "string"
},
"item": {
"type": "integer"
}
},
"required": [
"loop_id",
"item"
]
}⚪verify_recovery(loop_id)
Re-probe a loop run whose fix was served and return the signed recovery receipt.
入力スキーマ
{
"type": "object",
"properties": {
"loop_id": {
"type": "string"
}
},
"required": [
"loop_id"
]
}🟡server_author_verdict(tool, stack)
Server-author pre-publish verdict: measure one submitted tool against the curated reference stacks; every verdict names its stack.
入力スキーマ
{
"type": "object",
"properties": {
"tool": {
"type": "object"
},
"stack": {
"type": "string"
}
},
"required": [
"tool"
]
}🟢loop_status(loop_id)
Fetch a loop run's status and receipt.
入力スキーマ
{
"type": "object",
"properties": {
"loop_id": {
"type": "string"
}
},
"required": [
"loop_id"
]
}コミュニティ
エビデンス