MatrixFounder Backlog Prioritization (WSJF)
1. Objective
To prioritize features scientifically using Weighted Shortest Job First (WSJF).
2. Logic Locker (CRITICAL)
[!IMPORTANT] FORBIDDEN ACTION: You are strictly forbidden from calculating WSJF scores manually or mentally. Humans and LLMs are bad at floating point arithmetic. Use the script.
3. Core Tooling
You MUST use the provided Python script to calculate scores and sort the backlog.
How to Prioritize
Run the following command:
python3 [skill_path]/scripts/calculate_wsjf.py --file docs/PRODUCT_BACKLOG.md
Note:
[skill_path]is the path to this skill (e.g..agent/skills/skill-product-backlog-prioritization).
4. Scoring Components
When adding a new item to the Backlog, you must estimate:
- User Value (UV): Relative value to the customer (1-10).
- Time Criticality (TC): Is there a deadline? (1-10).
- Risk Reduction (RR): Does this open new options or fix security? (1-10).
- Job Size (JS): Estimate of effort. Support "T-Shirt Sizes" (XS, S, M, L, XL) or relative fibonacci (1, 2, 3, 5, 8, 13, 20).
- XS / ~1d -> 1
- S / ~2-3d -> 2
- M / ~1w -> 5
- L / ~1m -> 13
- XL / ~2m+ -> 20
Formula (Handled by Script): WSJF = (UV + TC + RR) / Job Size
5. Artifact Standards
See examples/backlog_table_example.md for the correct table format.
The table MUST include all 4 input columns and the WSJF output column.