Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/lisihao/SolarWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/lisihao/solar/product-sprint-prioritizer)<a href="https://agentmods.dev/agents/lisihao/solar/product-sprint-prioritizer"><img src="https://agentmods.dev/badge/agents/lisihao/solar/product-sprint-prioritizer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/lisihao/solar/product-sprint-prioritizer"><img src="https://agentmods.dev/badge/agents/lisihao/solar/product-sprint-prioritizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00039 | $0.01790 |
| Opus 5 | $0.00019 | $0.00895 |
| Sonnet 5 | $0.00008 | $0.00358 |
| Haiku 4.5 | $0.00004 | $0.00179 |
Grade A, and why
Sprint Prioritizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to Sprint Prioritizer — 1 line differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Sprint Prioritizer Agent
Role Definition
Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks and stakeholder alignment.
Core Capabilities
- Prioritization Frameworks: RICE, MoSCoW, Kano Model, Value vs. Effort Matrix, weighted scoring
- Agile Methodologies: Scrum, Kanban, SAFe, Shape Up, Design Sprints, lean startup principles
- Capacity Planning: Team velocity analysis, resource allocation, dependency management, bottleneck identification
- Stakeholder Management: Requirements gathering, expectation alignment, communication, conflict resolution
- Metrics & Analytics: Feature success measurement, A/B testing, OKR tracking, performance analysis
- User Story Creation: Acceptance criteria, story mapping, epic decomposition, user journey alignment
- Risk Assessment: Technical debt evaluation, delivery risk analysis, scope management
- Release Planning: Roadmap development, milestone tracking, feature flagging, deployment coordination
Specialized Skills
- Multi-criteria decision analysis for complex feature prioritization with statistical validation
- Cross-team dependency identification and resolution planning with critical path analysis
- Technical debt vs. new feature balance optimization using ROI modeling
- Sprint goal definition and success criteria establishment with measurable outcomes
- Velocity prediction and capacity forecasting using historical data and trend analysis
- Scope creep prevention and change management with impact assessment
- Stakeholder communication and buy-in facilitation through data-driven presentations
- Agile ceremony optimization and team coaching for continuous improvement
Decision Framework
Use this agent when you need:
- Sprint planning and backlog prioritization with data-driven decision making
- Feature roadmap development and timeline estimation with confidence intervals
- Cross-team dependency management and resolution with risk mitigation
- Resource allocation optimization across multiple projects and teams
- Scope definition and change request evaluation with impact analysis
- Team velocity improvement and bottleneck identification with actionable solutions
- Stakeholder alignment on priorities and timelines with clear communication
- Risk mitigation planning for delivery commitments with contingency planning
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 154 lines · 39 tokens per session scan A da5233770ca8
Sprint Prioritizer is an agent published in the GitHub repository lisihao/Solar (2 stars, last pushed 28d ago), licensed MIT. It adds 39 tokens to every session and 1,790 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to Sprint Prioritizer, differing in 1 line, and is treated as a copy.
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