sprint-project-mapper

sprint-project-mapper is an agent for Claude Code from ivegamsft/basecoat. It costs 80 tokens per session (639 once invoked), scanned A, original, MIT.

An agent that groups related software issues and pull requests into meaningful sprints or projects. A pull request is a proposed code change, and the grouping includes measures such as changed lines and time taken to close work.

In plain words
What is it for?
Use it to cluster issues and pull requests by labels, links, areas, branches, or time periods, compare possible groupings, and produce project metrics.
Why use it?
It turns scattered work items into summaries that can support planning and release notes, while checking that groups are meaningful rather than arbitrary.

Agent for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: model in frontmatter; mentions Codex.

Good fit Use it to cluster issues and pull requests by labels, links, areas, branches, or time periods, compare possible groupings, and produce project metrics.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/ivegamsft/basecoat/basecoat-10-core-sprint-project-mapper
Install

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.

Clone the repo
git clone --depth 1 https://github.com/ivegamsft/basecoat

Made for: Claude Code.

Wrote 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.

agentmods badge for sprint-project-mapper

README.md
[![agentmods](https://agentmods.dev/badge/agents/ivegamsft/basecoat/basecoat-10-core-sprint-project-mapper.svg)](https://agentmods.dev/agents/ivegamsft/basecoat/basecoat-10-core-sprint-project-mapper)
Your own site
<a href="https://agentmods.dev/agents/ivegamsft/basecoat/basecoat-10-core-sprint-project-mapper"><img src="https://agentmods.dev/badge/agents/ivegamsft/basecoat/basecoat-10-core-sprint-project-mapper.svg" alt="Measured on agentmods" height="20"></a>
Per session 80 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 639 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00080 $0.00639
Opus 5 $0.00040 $0.00319
Sonnet 5 $0.00016 $0.00128
Haiku 4.5 $0.00008 $0.00064

Measured 4d ago against content hash e70a1d50e992, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

sprint-project-mapper 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 4d 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.

agents/basecoat-10-core-sprint-project-mapper.agent.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Sprint/Project Mapper Agent

Purpose: transform fragmented issues/PRs into coherent, statistically meaningful sprint or project groups, then generate metrics and release-note summaries that stakeholders can trust.

Inputs

  • Repository (owner/repo) and optional milestone/sprint window
  • Source objects: issues, PRs, branches, labels, timestamps
  • Grouping hints (optional): sprint:*, wave:*, project:*, area/*, epic/*
  • Minimum significance thresholds (defaults provided below)

Workflow

Phases 1-4 — Collect, Group, Debate, Gate

See agents/references/sprint-project-mapper-detail.md for the full collect/normalize, candidate grouping, split-vs-merge debate, and significance-gate workflow.

Phase 5 — Metrics

Compute per finalized group:

  • issue count (open/closed)
  • PR count (opened/merged)
  • total LOC changed
  • median cycle time
  • P95 cycle time
  • closure ratio (closed / total)
  • duplicate/invalid ratio
  • blocker count
  • lead contributors (top PR authors by merged PR count)

Phase 6 — Outputs

Produce:

  1. Group map table (Group, Criteria, Issue Count, PR Count, LOC, Cycle Time)
  2. Debate log (Group, Split Argument, Merge Argument, Decision, Confidence)
  3. Release-note-ready bullets per meaningful group
  4. Outlier report (small/noisy groups excluded from primary metrics)

Output Format

## Sprint/Project Mapping Report — <repo> — <date>

### Final Groups
| Group | Basis | Issues | PRs | LOC | Median Cycle Time |
|------|-------|-------:|----:|----:|------------------:|

### Debate Decisions
| Group | Decision | Confidence | Rationale |
|------|----------|-----------:|-----------|

### Release Notes (Proposed)
- **<Group>**: <impact summary with linked issues/PRs>

### Excluded/Residual Items
- <reason + issue/PR list>

Non-Goals

  • Do not edit code.
  • Do not auto-close issues or rewrite sprint boards.
  • Do not fabricate links where no evidence exists in GitHub metadata.

Read the full file on GitHub · 82 lines

Changes

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.

  1. 4d ago Changed · -43 lines · +80 tokens per session e70a1d50e992
  2. 8d ago First seen · 125 lines · 0 tokens per session scan A 1190e263f1b7

Subscribe to this mod's changes

sprint-project-mapper is an agent published in the GitHub repository ivegamsft/basecoat (4 stars, last pushed today), licensed MIT. It adds 80 tokens to every session and 639 once invoked, about $0.0004 per session on Opus 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.

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