pr-research

boshu2/agentops · updated Apr 8, 2026

$npx skills add https://github.com/boshu2/agentops --skill pr-research
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summary

Systematic exploration of upstream repositories before contributing.

skill.md

PR Research Skill

Systematic exploration of upstream repositories before contributing.

Overview

Research an external codebase to understand how to contribute effectively. This is the FIRST step before planning or implementing an open source contribution.

When to Use:

  • Before contributing to an external repository
  • Starting a new open source contribution
  • Evaluating whether to contribute to a project

When NOT to Use:

  • Researching your own codebase (use $research)
  • Already familiar with the project's guidelines

Workflow

-1. Prior Work Check    -> BLOCKING: Check for existing issues/PRs
0.  CONTRIBUTING.md     -> MANDATORY: Find contribution guidelines
1.  Repository Setup    -> Clone/identify upstream repo
2.  Guidelines Analysis -> Templates, CODE_OF_CONDUCT
3.  PR Archaeology      -> Analyze merged PRs, commit patterns
4.  Maintainer Research -> Response patterns, review expectations
5.  Issue Discovery     -> Find contribution opportunities
6.  Output              -> Write research document

Phase -1: Prior Work Check (BLOCKING)

CRITICAL: Before ANY research, check if someone is already working on this.

# Search for open issues on this topic
gh issue list -R <owner/repo> --state open --search "<topic keywords>" --limit 20

# Search for open PRs that might address this
gh pr list -R <owner/repo> --state open --search "<topic keywords>" --limit 20

# Check for recently merged PRs (might already be fixed)
gh pr list -R <owner/repo> --state merged --search "<topic keywords>" --limit 10
Finding Action
Open issue exists Link to it, don't create duplicate
Open PR exists Don't duplicate work
Recently merged PR Verify fix, no work needed
No prior work found Proceed to Phase 0

Phase 0: CONTRIBUTING.md Discovery (BLOCKING)

CRITICAL: Do not proceed without finding contribution guidelines.

# Check all common locations
cat CONTRIBUTING.md 2>/dev/null
cat .github/CONTRIBUTING.md 2>/dev/null
cat docs/CONTRIBUTING.md 2>/dev/null

# Check README for contribution section
grep -i "contribut" README.md | head -10

Extract Key Requirements

Requirement Where to Find
Commit format "Commit messages" section
PR process "Pull Requests" section
Testing requirements "Testing" section
Code style "Style" section
CLA/DCO "Legal" or "License" section

Phase 3: PR Archaeology

CRITICAL: Understand what successful PRs look like.

# List recent merged PRs
gh pr list --state merged --limit 20

# Recent commit style
git log --oneline -30 | head -20

# Check for conventional commits
git log --oneline -30 | grep -E "^[a-f0-9]+ (feat|fix|docs|refactor|test|chore)(\(.*\))?:"

PR Size Analysis

Size Files Lines Likelihood
Small 1-3 <100 High acceptance
Medium 4-10 100-500 Moderate
Large 10+ 500+ Needs discussion first

Phase 5: Issue Discovery

# Find beginner-friendly issues
gh issue list --label "good first issue" --state open
gh issue list --label "help wanted" --state open

# Issues with no assignee
gh issue list --state open --json assignees,title,number | \
  jq -r '.[] | select(.assignees | length == 0) | "#\(.number): \(.title)"' | head -10

Output

Write to .agents/research/YYYY-MM-DD-pr-{repo-slug}.md

# PR Research: {repo-name}

## Executive Summary
{2-3 sentences: project health, contribution friendliness}

## Contribution Guidelines
| Document | Status | Key Requirements |
|----------|--------|------------------|
| CONTRIBUTING.md | Present/Missing | {summary} |
| PR Template | Present/Missing | {required sections} |

## PR Patterns
- **Average size**: X files, Y lines
- **Commit style**: {conventional/imperative/etc}
- **Review time**: ~X days

## Contribution Opportunities
| Issue | Type | Difficulty |
|-------|------|------------|
| #N | bug/feat | easy/medium |

## Next Steps
-> `$pr-plan .agents/research/YYYY-MM-DD-pr-{repo}.md`

Anti-Patterns

DON'T DO INSTEAD
Skip guidelines check Always read CONTRIBUTING.md first
Ignore PR patterns Study successful merged PRs
Start with large PRs Begin with small, focused changes

Workflow Integration

$pr-research <repo> -> $pr-plan <research> -> implement -> $pr-prep

Examples

Research Upstream Before Contributing

User says: "Do PR research for owner/repo before I propose a fix."

What happens:

  1. Inspect contribution guidelines and governance files.
  2. Analyze merged PR patterns and conventions.
  3. Produce a research artifact with opportunities and risks.

Scope Discovery

User says: "Find small starter contribution options in this repo."

What happens:

  1. Scan issues/labels and prior merged work.
  2. Classify candidates by difficulty and scope.
  3. Recommend a smallest-safe starting contribution.

Troubleshooting

Problem Cause Solution
No contribution guide found Repo lacks standard files Infer conventions from merged PR history and maintainers' comments
Too many possible issues Scope not constrained Filter by labels, component paths, and recent maintainer activity
Suggested work seems risky Hidden dependency or broad blast radius Downscope to narrower file/domain boundary and restate assumptions
Output is too generic Insufficient repository evidence Add concrete file/PR references and explicit pattern findings

Reference Documents

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.470 reviews
  • Hassan Menon· Dec 20, 2024

    pr-research reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Nia Bansal· Dec 12, 2024

    pr-research is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kofi Li· Dec 12, 2024

    Useful defaults in pr-research — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Neel Brown· Dec 8, 2024

    Registry listing for pr-research matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Kofi Okafor· Dec 8, 2024

    pr-research has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Meera Flores· Dec 4, 2024

    Solid pick for teams standardizing on skills: pr-research is focused, and the summary matches what you get after install.

  • Kofi Wang· Nov 27, 2024

    pr-research fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Naina Iyer· Nov 23, 2024

    We added pr-research from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Ira Diallo· Nov 15, 2024

    pr-research reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Yash Thakker· Nov 11, 2024

    Registry listing for pr-research matched our evaluation — installs cleanly and behaves as described in the markdown.

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