Prompt & Agent Workbench
Analyze prompts, track multi-agent session diagnostics, and explore automated hygiene optimization suggestions.
Ecosystem Prompt Quality Trend
Calculated aggregate score over last 30 days
Prompt Quality
86.4%
▲ 2.1% vs avg
Session Hygiene
92.1%
▲ 0.8% excellent
Code Review
88.0
▼ 1.5 pts linter warnings
Tool Mastery
95.4%
12 custom commands
Cost Burn
$184.50
Monthly Accum.
Runaway Loops
1
Reframe required
Session Explorer
Orchestrator Agent
Date Period
Active Project
Outcome Status
Prompt Analyzer Gate
Paste a coding prompt below to run local diagnostics before dispatching to model context.
0 characters
Analysis Summary
Prompt Quality Score:
88%
File Reference Check:
PASSED
Context Scope Specificity:
High
Coach Recommendations:
- (Prompt looks solid. File references are correctly specified.)
Matched Sessions
session_8f2d9
Codex
Project: arche-site | 2026-05-26 00:04
Completed specification build for design-brief templates. All assets exported properly.
{
"id": "session_8f2d9",
"agent": "Codex",
"status": "success",
"project": "arche-site",
"prompt_quality": 0.88,
"tokens": 14200,
"cost": 0.071,
"tool_calls": 3
}
session_7c9a1
agy (Self)
Project: arche-site | 2026-05-25 23:51
Refined marketing hero mesh rotation variables. Encountered tool loop warning: 9 read file retries.
{
"id": "session_7c9a1",
"agent": "agy",
"status": "warning",
"project": "arche-site",
"prompt_quality": 0.72,
"tokens": 82400,
"cost": 0.576,
"tool_calls": 9
}
session_5d1f9
Hermes
Project: sentinel | 2026-05-25 21:40
Analyzed clinical intake records API and scaffolded mock database routers.
{
"id": "session_5d1f9",
"agent": "Hermes",
"status": "success",
"project": "sentinel",
"prompt_quality": 0.94,
"tokens": 41900,
"cost": 0.084,
"tool_calls": 2
}
Optimization Suggestions Feed
Today, 00:09 — Quality Alert
Add file references to 3 prompts
Coach scanned your last 5 prompts for Codex. Three of them lacked explicit workspace file links, resulting in a 15% increase in research token overhead.
Yesterday, 19:12 — Guard Alert
Runaway Loop Detected (session_4e3a2)
Codex surpassed 12 tool operations (14 reached) without terminal state convergence. Engine reframe was auto-triggered. Recommend checking path exclusions.
May 24, 14:05 — Hygiene Suggestion
Session Exceeded 100K Tokens soft cap
Your active session with agy has reached 112,000 tokens. To maintain optimal speed and response accuracy, use the slash command `/new` to reset context.