Language-agnostic AI knowledge registry for Technical Project Management, PRDs, PRD review, Software Architecture planning, Task breakdown, Estimation, Risk assessment, Status reporting, Backlog prioritization, Sprint planning, Retrospectives, and Agile ticket generation. Uses Markdown + Front-matter architecture.
95
97%
Does it follow best practices?
Impact
95%
1.03xAverage score across 10 eval scenarios
Passed
No known issues
{
"context": "Checks whether the final artifact follows the plan-sprint instructions from the published agnostic-planning-skills tile.",
"type": "weighted_checklist",
"checklist": [
{
"name": "instruction-1",
"description": "The submitted artifact follows this skill instruction: Select tickets, define a goal, and commit to a sprint scope.",
"max_score": 13
},
{
"name": "instruction-2",
"description": "The submitted artifact follows this skill instruction: **Rule:** Don't overcommit — plan for ≤80% of theoretical capacity.",
"max_score": 13
},
{
"name": "instruction-3",
"description": "The submitted artifact follows this skill instruction: **Define sprint goal** — every selected ticket must support this goal.",
"max_score": 13
},
{
"name": "instruction-4",
"description": "The submitted artifact follows this skill instruction: **Select tickets** — start from the top of the backlog, stop when total estimate reaches ≤80% of capacity (see [Capacity Heuristics](#capacity-heuristics) below).",
"max_score": 13
},
{
"name": "instruction-5",
"description": "The submitted artifact follows this skill instruction: **Validate** — check no ticket has unresolved dependencies, unclear acceptance criteria, or missing estimates. Use the [Common Anti-Patterns](#common-anti-patterns) table as a checklist.",
"max_score": 12
},
{
"name": "instruction-6",
"description": "The submitted artifact follows this skill instruction: **No history:** Use `theoretical_capacity × 0.6` as a conservative baseline.",
"max_score": 12
},
{
"name": "instruction-7",
"description": "The submitted artifact follows this skill instruction: **Declining trend:** Use the most recent sprint's figure rather than the average.",
"max_score": 12
},
{
"name": "instruction-8",
"description": "The submitted artifact follows this skill instruction: **Selected tickets** — `| Rank | Ticket | Estimate | Confidence | Notes |`",
"max_score": 12
}
]
}docs
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
skills
backlog
prioritize-backlog
ceremony
create-retrospective
plan-sprint
prd
create-prd
review-prd
task-management
estimate-tasks
generate-tasks
plan-tickets