Collision Detection

Automatic analysis of classification metadata for conflicts between plugins, orchestrators, and config entries.

3 info
Ambiguous Example "give me today's status report" is classified as [[TASK:daily-status-report]] but contains keywords for: report (keywords: report)
Ambiguous Example "Send a message on Slack to the #general channel" is classified as [[TASK:slack]] but contains keywords for: email (keywords: send)
Coverage Task type 'api_call' has inference hints (from Http) but no classification examples or slash commands — it relies entirely on keyword inference fallback

Live Classification Tester

Type a message to see how it would be classified. Slash commands are deterministic (no AI call). Other messages make a real AI call and consume tokens.

Metadata Inventory

All classification metadata registered by plugins, orchestrators, config, and extensions. 17 slash commands, 23 examples, 11 hint groups.

▼ Slash Commands (17)
Command Intent Task Type Source Response
/new SystemCommand — System Start a new chat session
/list SystemCommand — System List recent chat sessions
/switch SystemCommand — System Switch to a session by number
/rename SystemCommand — System Rename the current session
/help SystemCommand — System Show available commands
/debug SystemCommand — System Export session diagnostics
/onboard Task onboard System I'll help you set up your profile! Let me check what we have so far.
/report Task report System I'll generate a report for you.
/daily-status Task daily-status-report System Generating your daily status report...
/remember Task memory Memory I'll save that to memory.
/recall Task memory Memory I'll search my memory for that.
/forget Task memory Memory I'll remove that from memory.
/memories Task memory Memory I'll list your saved memories.
/kb Task knowledge Knowledge I'll search the knowledge base.
/ingest Task knowledge Knowledge I'll add that document to the knowledge base.
/analytics Task analytics Analytics I'll check the task analytics.
/tasks Task analytics Analytics I'll search the task history.
▼ Classification Examples (23)
User Message Classification Source
/onboard [TASK:onboard] System
Set up my profile, call me Mike [TASK:onboard] System
generate a report on sales this month [TASK:report] System
can you summarize the quarterly performance data [TASK:report] System
give me an analysis of customer churn rates [TASK:report] System
give me today's status report [TASK:daily-status-report] System
daily status [TASK:daily-status-report] System
Send an email about AI to john@example.com [TASK:email] EmailPlugin
How many customers are in the database? [TASK:sql_query] Sql
Can you tell me how many customers I have in my database? [TASK:sql_query] Sql
Remember that I prefer CSV format for data exports [TASK:memory] Memory
What format do I prefer for exports? [TASK:memory] Memory
What does our policy say about remote work? [TASK:knowledge] Knowledge
Add this PDF to the knowledge base [TASK:knowledge] Knowledge
How many tasks failed this week? [TASK:analytics] Analytics
Show me completed tasks from yesterday [TASK:analytics] Analytics
What's the total cost of tasks this month? [TASK:analytics] Analytics
Send a message on Slack to the #general channel [TASK:slack] Slack
Post an update to our Slack workspace [TASK:slack] Slack
implement issue #42 [TASK:github_delivery] GitHubCode
plan issue #15 in my-solutions [TASK:github_delivery] GitHubCode
what is the status of issue #39 [TASK] GitHubCode
show me issue number 12 [TASK] GitHubCode
▼ Inference Hints (11)
Task Type Keywords Source
onboard onboard profile nickname System
report report summary analysis analyze summarize System
daily-status-report daily status status report daily report System
email email send EmailPlugin
sql_query query database sql count Sql
api_call api http rest endpoint webhook request Http
memory remember recall forget memory memorize remembered Memory
knowledge knowledge base knowledge kb ingest uploaded document Knowledge
analytics analytics statistics metrics how many tasks task history failed tasks completed tasks task summary task activity Analytics
slack slack channel thread dm Slack
github_delivery implement issue deliver issue plan issue build issue GitHubCode

Tenant Filtering Preview

What classification metadata is active for tenant default after plugin enablement filtering.

Slash Commands: 17 / 17 Examples: 21 / 23 Hints: 9 / 11
Disabled contributors: Sql Http
▼ Active Inference Hints (9)
Task Type Keywords Source
onboard onboard profile nickname System
report report summary analysis analyze summarize System
daily-status-report daily status status report daily report System
email email send EmailPlugin
memory remember recall forget memory memorize remembered Memory
knowledge knowledge base knowledge kb ingest uploaded document Knowledge
analytics analytics statistics metrics how many tasks task history failed tasks completed tasks task summary task activity Analytics
slack slack channel thread dm Slack
github_delivery implement issue deliver issue plan issue build issue GitHubCode