prose
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
68
Does it follow best practices?
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Evaluation results
90%
20%Competitive Intelligence Pipeline
Authoring patterns and model tiering
Parallel research
100%
100%
Bounded refinement loop
60%
100%
Orchestrator uses sonnet
100%
100%
Deep analysis uses opus
0%
100%
Haiku not misused
100%
100%
Explicit context declarations
40%
100%
Reusable block defined
0%
0%
Focused agent prompts
100%
100%
Error handling for external calls
100%
100%
No god session
100%
100%
Without context: $0.4709 · 2m 2s · 29 turns · 90 in / 6,887 out tokens
With context: $1.0108 · 2m · 24 turns · 10,152 in / 7,506 out tokens
86%
52%OpenProse Workspace Upgrade
Workspace migration
.prose/.env created
0%
100%
Key=value format
0%
100%
All keys preserved
0%
100%
state.json noted for removal
100%
100%
Runs directory created
100%
100%
.prose/agents/ created
100%
100%
Migration success messages
0%
0%
Completion status
25%
50%
No data loss
0%
100%
Without context: $0.2354 · 1m 10s · 18 turns · 18 in / 4,355 out tokens
With context: $0.5873 · 1m 28s · 24 turns · 28 in / 5,082 out tokens
100%
72%OpenProse Team Collaboration Setup
PostgreSQL state configuration and remote resolution
.prose/.env config location
0%
100%
OPENPROSE_POSTGRES_URL key name
0%
100%
Connectivity verification step
33%
100%
Check-before-use ordering
80%
100%
Credentials-in-logs warning
30%
100%
Limited-privilege recommendation
100%
100%
Fallback to filesystem state
37%
100%
Correct --state=postgres flag
0%
100%
Registry short-handle resolution
16%
100%
Docker quick-setup example
0%
100%
Without context: $0.5156 · 2m 6s · 27 turns · 1,797 in / 6,786 out tokens
With context: $0.7152 · 2m 3s · 26 turns · 106 in / 6,612 out tokens
- Evaluated
- Agent
- Claude Code
Table of Contents
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