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
Scan plans for risks backed by concrete evidence — not speculation.
DO NOT fabricate risks. Every risk MUST reference a specific task or requirement.
DO NOT flag everything as high-risk — use the likelihood/impact matrix honestly.
DO NOT skip mitigations — every risk needs at least one concrete mitigation.Apply these six patterns when scanning the plan:
| # | Pattern | Signals |
|---|---|---|
| 1 | Dependency Chain | Task B cannot start until Task A completes; A is not yet done |
| 2 | Single Point of Failure | Only one person owns a critical path item; no documented backup |
| 3 | Ambiguous Requirement | Acceptance criteria missing, TBD placeholders, or vague verbs ("improve", "enhance") |
| 4 | External Dependency | Third-party API, vendor delivery, regulatory approval, or customer sign-off required |
| 5 | Capacity / Resource | Team member over-allocated; holiday or leave overlaps delivery window |
| 6 | Technical Uncertainty | New technology, unproven integration, or no spike/prototype yet planned |
Sample input task: "Integrate payment gateway — assigned to Alice, go-live Friday. Vendor sandbox access not yet confirmed."
Resulting risk register row:
| ID | Risk | Likelihood | Impact | Proximity | Evidence | Mitigation |
|---|---|---|---|---|---|---|
| R1 | Payment gateway integration blocked by missing vendor sandbox access | High | High | Immediate | Task: "Vendor sandbox access not yet confirmed" | Owner: Alice escalates to vendor by EOD Monday; contingency: mock server for internal testing until access granted |
| ID | Risk | Likelihood | Impact | Proximity | Evidence | Mitigation || Skill | When to chain |
|---|---|
| estimate-tasks | After estimation, assess risks from high-uncertainty tasks |
| generate-tasks | After task breakdown, identify dependency risks |
| generate-status-report | Include risk updates in stakeholder status reports |
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