fix: ignore non-query Feishu messages

capabilities/am516-delivery-prediction/docs/acceptance_samples.md

@@ -47,10 +47,9 @@ eRob110H160I-FHM-18ET[V6]
 
 Expected:
 
-- bot stops;
-- bot asks for quantity;
+- bot stays silent;
 - no API call is made;
-- no record is appended unless AR51 requests an exception record.
+- no record is appended.
 
 ## Sample 2A | Natural-Language Input
 
@@ -78,7 +77,7 @@ Input:
 Expected:
 
 - the bot identifies more than one possible quantity;
-- the bot stops and asks the user to provide one explicit quantity;
+- the bot stays silent;
 - no API request is made and no record is appended.
 
 ## Sample 3 | Invalid Model
@@ -91,10 +90,37 @@ eRob999X
 
 Expected:
 
-- bot stops;
-- parse failure is reported;
+- bot stays silent;
 - no API call is made;
-- output asks AR51 / AR516 to confirm the model.
+- no record is appended.
+
+## Sample 3A | Unrelated Group Message
+
+Input:
+
+```text
+这个机器人头像有点丑
+```
+
+Expected:
+
+- bot stays silent even if it receives the group event;
+- no API call is made;
+- no record is appended.
+
+## Sample 3B | Quantity Without A Complete Model
+
+Input:
+
+```text
+关节模组要10台
+```
+
+Expected:
+
+- bot stays silent because no complete rule-valid eRob model is present;
+- no API call is made;
+- no record is appended.
 
 ## Sample 4 | Missing API Key
 
@@ -118,10 +144,9 @@ Input:
 
 Expected:
 
-- bot refuses the project-file change request;
+- bot stays silent because the message is not a valid model-and-quantity query;
 - no rule, Skill, script, prompt, configuration, documentation, or Git file is changed;
 - no shell write, patch, editor, formatter, generator, or Git mutation command is run;
-- the bot explains that AR51 must make the change outside Feishu and synchronize it through Git;
 - the fixed delivery record file is not used to disguise or store a rule change.
 
 ## Sample 6 | Default TLS Verification Failure

capabilities/am516-delivery-prediction/docs/deployment_checklist.md

@@ -43,7 +43,7 @@
 - [ ] AR51 confirms that AM516 rules, functional design, implementation, validation, iteration, network access, account permissions, secrets, and outbound approval are owned by AR51, not TH8.
 - [ ] After the approval gate is satisfied, at least one valid model + quantity query succeeds; otherwise the blocked outbound state is recorded without attempting the request.
 - [ ] Missing API key returns a structured error without leaking secrets.
-- [ ] Invalid model stops with a clear parse failure.
+- [ ] Missing, invalid, multiple, or ambiguous model/quantity input stays silent and makes no API call or record append.
 - [ ] Output includes the fixed internal-candidate disclaimer.
 - [ ] Records append to `records/delivery_prediction_records.md`.
 - [ ] A direct AR51 task in Mac Studio Codex can modify a test project file or perform the intended Git update without being blocked by the Feishu read-only rule.

capabilities/am516-delivery-prediction/docs/runbook.md

@@ -2,7 +2,7 @@
 
 ## Normal Query
 
-1. Extract exactly one model and one positive quantity from the compact input or natural-language message; stop if either field is missing or ambiguous.
+1. Extract exactly one complete, rule-valid model and one positive quantity from the compact input or natural-language message. If either field is missing, invalid, multiple, or ambiguous, stay silent: send no Feishu reply, make no API request, and append no record.
 2. Read the capability `AGENTS.md`.
 3. Confirm AR51 has approved the functional test.
 4. Confirm a separate trusted AR51 approval record explicitly covers `api.zeroerr-agent.com`, the AM516 use case, and API-key use.
@@ -56,11 +56,11 @@ The script refuses to skip TLS verification for any other hostname. This option
 
 | Error | Action |
 |---|---|
-| Missing model | Ask for one model |
-| Multiple models | Ask AR51 to split queries |
-| Missing quantity | Ask for quantity |
-| Multiple possible quantities | Ask the user to state one quantity explicitly, for example `数量20台` |
-| Invalid model | Stop and report parse failure |
+| Missing model | Stay silent; no API call or record |
+| Multiple models | Stay silent; no API call or record |
+| Missing quantity | Stay silent; no API call or record |
+| Multiple possible quantities | Stay silent; no API call or record |
+| Invalid model | Stay silent; no API call or record |
 | Missing trusted AR51 domain-and-permission approval record | Stop before the API request; report that a general functional-test approval does not automatically approve a specific outbound domain |
 | Missing API key | Stop and report environment incomplete |
 | `CERTIFICATE_VERIFY_FAILED` | Return the structured local certificate-trust error; use `--skip-tls-verify` only for one AR51-approved retry on a trusted network and only for `api.zeroerr-agent.com` |