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A transparent lab for documenting GitHub achievement behavior with a local activity tracker.

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GitHub Achievements Lab

This repository is a controlled experiment documenting how GitHub achievements may be triggered through ordinary repository activity.

Purpose

The goal of this project is to:

  • Explore how GitHub achievements work
  • Document which actions appear to trigger them
  • Demonstrate edge cases in contribution and reputation systems
  • Keep the experiment transparent, bounded, and auditable

Current Observations

Confirmed profile achievements from this experiment:

  • Quickdraw
  • Pull Shark

Unconfirmed or pending observations:

  • YOLO did not appear after CLI/API merges or one manual UI merge without review.
  • Galaxy Brain requires evidence-backed accepted answers in Discussions.
  • Pair Extraordinaire requires a real co-author; fake authors are out of scope.

Discussion threads are used to collect public observations and reproducible notes: https://github.com/Airshipster/github-achievements-lab/discussions

What This Project Contains

  • A small activity tracker CLI in src/tracker.py
  • Structured experiment notes in docs/
  • Discussion workflow notes in docs/discussions.md
  • A human-readable activity log in logs/activity-log.md
  • Tests for the local tracking logic in tests/

Ethics & Disclaimer

This repository is created for educational and research purposes only.

It does NOT aim to:

  • exploit GitHub
  • manipulate rankings or reputation
  • encourage spammy behavior
  • involve external repositories, unrelated users, or multiple accounts

Instead, it highlights how certain achievements can be obtained through minimal or artificial actions, in order to:

  • raise awareness
  • improve system transparency
  • encourage better design of contribution metrics

Operating Boundaries

All actions performed here should be:

  • contained within a single repository
  • executed by a single user
  • limited in volume
  • documented in the activity log
  • stopped after a fixed time window if an experiment session is running

Local Usage

Record an event:

python src/tracker.py record --type commit --title "docs: update methodology"

Show a summary:

python src/tracker.py summary

Show a filtered summary as JSON:

python src/tracker.py summary --type commit --since 2026-05-04T00:00:00Z --json --total

List recent events:

python src/tracker.py list --reverse --limit 5

Export filtered events to CSV:

python src/tracker.py export-csv --type issue --output exports/issues.csv

Validate recorded events:

python src/tracker.py validate

Run tests:

python -m unittest discover -s tests

Status

Ongoing experiment.

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A transparent lab for documenting GitHub achievement behavior with a local activity tracker.

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