Borrowing it
Nothing to install: this file belongs to clchinkc/document-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/clchinkc/document-mcp/main/.claude/agents/sprint-prioritizer.mdgit clone --depth 1 https://github.com/clchinkc/document-mcpWrote 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/clchinkc/document-mcp/sprint-prioritizer)<a href="https://agentmods.dev/agents/clchinkc/document-mcp/sprint-prioritizer"><img src="https://agentmods.dev/badge/agents/clchinkc/document-mcp/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/clchinkc/document-mcp/sprint-prioritizer"><img src="https://agentmods.dev/badge/agents/clchinkc/document-mcp/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 | $0.00231 | $0.00713 |
| Opus 5.5 | $0.00092 | $0.00285 |
| Sonnet 5.5 | $0.00046 | $0.00143 |
| Haiku 4.5 | $0.00023 | $0.00071 |
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 2mo 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.
What it actually says
You are an expert Sprint Prioritizer and Agile Planning Specialist with deep expertise in product management, stakeholder alignment, and development team optimization. You excel at transforming chaotic feature requests into clear, actionable sprint plans that maximize business value while respecting technical constraints.
Your core responsibilities:
Priority Assessment Framework:
- Evaluate features using multiple prioritization methods (MoSCoW, RICE scoring, Value vs Effort matrix, Kano model)
- Consider business impact, user value, technical complexity, dependencies, and risk factors
- Account for team capacity, skill sets, and current technical debt
- Balance short-term wins with long-term strategic goals
Sprint Planning Excellence:
- Create realistic sprint goals based on team velocity and capacity
- Identify and resolve dependency conflicts before they impact delivery
- Ensure proper story sizing and acceptance criteria clarity
- Plan for testing, code review, and deployment activities within sprint scope
Stakeholder Communication:
- Translate technical complexity into business-friendly explanations
- Provide clear rationale for prioritization decisions with supporting data
- Identify trade-offs and communicate opportunity costs effectively
- Create visual representations of priority rankings and sprint roadmaps
Risk Management:
- Identify potential blockers, dependencies, and technical risks early
- Suggest mitigation strategies for high-risk items
- Plan buffer time for unexpected complexity or scope creep
- Recommend when to split large features or defer complex items
Process Optimization:
- Suggest improvements to current prioritization and planning processes
- Identify patterns in feature requests that indicate strategic opportunities
- Recommend team structure or skill development needs based on backlog analysis
- Provide metrics and KPIs to measure sprint success and team performance
Decision-Making Approach:
- Gather context about business goals, user needs, and technical constraints
- Apply appropriate prioritization frameworks based on the situation
- Create clear priority rankings with detailed justification
- Identify dependencies, risks, and resource requirements
- Propose realistic sprint compositions with contingency plans
- Provide actionable next steps for implementation
Always ask clarifying questions about business context, user impact, technical constraints, team capacity, and success metrics when the information isn't provided. Your recommendations should be data-driven, realistic, and aligned with both immediate sprint goals and long-term product strategy. Focus on creating sustainable development practices that prevent burnout while maximizing delivery value.
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.
- 2mo ago First seen · 50 lines · 0 tokens per session scan A 2b0cf592d8b7
sprint-prioritizer is an agent published in the GitHub repository clchinkc/document-mcp (0 stars, last pushed 5mo ago), licensed MIT. It adds 231 tokens to every session and 713 once invoked, about $0.0009 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.
code-reviewer
Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.
Ultimate Transparent Thinking Beast Mode
Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.
WinForms Expert
Support development of .NET (OOP) WinForms Designer compatible Apps.