0
/ 100
Getting some notice. Tests and CI would be the fastest wins.
Cognition kernel for edge devices. Reached 94.85% on ARC-AGI-3 by structuring Claude Opus 4.6 (vs 0% baseline) — same model, different harness. 12-step consciousness loop, SNARC salience memory.
A low grade is a to-do list, not a judgment of your code
Most gaps here are documentation, tests, and setup, not the code itself. Closing your top 3 gaps alone would lift this repo to B (88).
See your top fixesTop fixes
Highest-impact changes first, ranked by point weight
- 1CI/CD14pt
If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.
- 2README12pt
Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
- 3README12pt
Add CI/build status badges from shields.io or your CI provider to signal project health.
- 4Reproducibility6pt
Add a Dockerfile, .nvmrc, or .python-version to pin the runtime version and make the environment reproducible.
Working through the fixes? Let every push regrade itself.
The free GitHub App rescans this repo on every push and posts the grade as a commit check, so the score climbs without coming back to rescan by hand.
Scorecard
Every check, grouped by category and sorted worst-first
Documentation
73
No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).
→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.
README is present.
README documents how to install the project.
Licensed under AGPL-3.0.
Engineering
45
No CI configuration detected in this repository.
→ If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.
No linter or formatter configured.
→ Add [tool.ruff] to pyproject.toml. Ruff handles linting and formatting in one tool and replaces flake8, isort, and black.
No issue or PR templates found (−100 pts).
→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.
Lockfile present (requirements.txt). Installs are reproducible.
Test files detected (arc-agi-3/experiments/bp35_l2_test.py).
Project health
100
Dependency manifest found (pyproject.toml).
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- -Commits (30d / 90d)
- 6Forks
- 0Releases
Community
- -Community health
- -authors own >50% of commits
- 21Watchers
Responsiveness
- -Median issue response
- <1hMedian PR merge time
- 1Open issues
Repository files116 root entries
- .claude
- .github
- .swarm
- .venv-arc
- .vscode
- arc-agi-3Good: Test files detected (arc-agi-3/experiments/bp35_l2_test.py).
- archive
- assets
- benchmarks
- comparison_results
- config
- dataset
- demo_logs
- demo_logs_states
- demos
- docs
- dropbox
- entities_and_roles
- examples
- explorations
- forum
- gr00t-integration
- images
- implementation
- licenses
- memory_integration
- model-zoo
- models
- papers
- policy
- reference
- related-work
- research
- research-notes
- sage
- sage-core
- sage-rs
- schemas
- scripts
- test_logs_integration
- test_logs_v2
- test_logs_v3
- test_logs_v3_llm
- tools
- training
- training-data
- utils
- visual_monitor
- .gitattributes
- .gitignoreGood: .gitignore present.
- .gitmodules
- .gitnexusignore
- ACTIVE_WORK.md
- AGENTS.md
- AUTONOMOUS_CHECK_SUMMARY.txt
- CHANGELOG.md
- CITATION.cff
- CLAUDE.md
- compare_predictions.py
- debug_zero_output.py
- demo_conversation.json
- Dockerfile.jetson
- Dockerfile.jetson.simple
- Dockerfile.vllm
- full_system_results.json
- install_sage_nano.sh
- interpolation_test.png
- jetson_smoke.sh
- LICENSEGood: Licensed under AGPL-3.0.
- memory.db
- notes.txt
- PATENTS.md
- PERFORMANCE_INVESTIGATION.md
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README.mdGood: README is present.Good: README is well structured with multiple sections.Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.Good: README has code examples.Good: README links to a live demo or deployed app.Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.Good: README documents how to install the project.Good: README documents how to run the project.
- reconstruction_test.png
- repo-index.yaml
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.
- sage_requirements_minimal.txt
- sage_requirements.txt
- SESSION_COMPLETION_LOG.txt
- SESSION_FOCUS.md
- SESSION_MAP.md
- SESSION_MAP.yaml
- SESSION_PRIMER.md
- session52_validation_results.json
- session52b_validation_results.json
- session89_persistent_reputation_results.json
- session89_reputation.db
- session91_regret_tracking_reputation.db
- session91_regret_tracking_results.json
- setup_sage_env.sh
- STATUS.md
- submit_scorecard_0f545ef2-b28e-48aa-97b9-5ab4a1233a89.json
- submit_scorecard_3456e3b9-91d3-485b-b85b-d3533722df2c.json
- submit_scorecard_def77d45-7e82-4214-8f84-df67f2853827.json
- test_camera_wsl.py
- test_consciousness_memory.db
- test_dtype_fix.py
- test_hrm_checkpoint.py
- test_hrm_simple.py
- test_hrm_vision_integration.py
- test_policy_gate_integration.py
- test_pytorch_flash_attention.py
- test_sage_environment.py
- test_sage_portable.py
- test_simple_pattern.py
- thor_test_output.txt
- thor_trust_consciousness.db
- thor_unified_trust_consciousness.db
- thor_worklog.txt
- TODO.md
- unified_consciousness.db
- verify_agent_zero.py
- visual_solver_analysis.md
- VISUAL_SYSTEM_MAP.txt
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