dl1683/latent-space-reasoning

0

/ 100

Documentation34
Engineering56
Health100
Python1451d ago
Grade a repo

Popular for its size, but the engineering basics lag behind the interest.

Teaching LLMs to reason in the Latent Space to precondition responses.

Documentation

34

License6pt0

No license detected.

→ Add a LICENSE file. Without one, nobody can legally use, copy, or contribute to your code.

Contributing guide5pt0

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.

README12pt50

README is present.

Install and run instructions9pt55

No install instructions found in the README (−45 pts).

→ Add a section showing how to install dependencies.

Engineering

56

CI/CD14pt0

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.

Issue and PR templates6pt0

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.

Reproducibility6pt70

Lockfile present (uv.lock). Installs are reproducible.

Tests18pt100

Test files detected (tests).

Linting and formatting5pt100

Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).

Project health

100

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • —
    Commits (30d / 90d)
  • 18
    Forks
  • 0
    Releases

Community

  • —
    Community health
  • —
    authors own >50% of commits
  • 145
    Watchers

Responsiveness

  • —
    Median issue response
  • 13h
    Median PR merge time
  • 0
    Open issues
Repository files24 root entries
  • archive
  • docs
  • environment_files
  • eval_results
  • experiments
  • meditations
  • paper
  • src
  • tests
    Good: Test files detected (tests).
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • CLAIM_EVIDENCE_MAP.md
  • CLAUDE.md
  • DIFFUSION_GROUND_TRUTH_INDEX.md
  • DIFFUSION_PUBLIC_BENCHMARK.md
  • Makefile
  • NEXT_GENERATION_REASONING_TASKS.md
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: 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.
    Issue: No live demo link in the README (−20 pts).Fix: Link to a deployed version, docs site, or demo video. Users want to see it running.
    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.
    Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.
    Good: README documents how to run the project.
  • restart_gpu.ps1
  • run_v2_all.ps1
  • START_HERE.md
  • TROUBLESHOOTING.md
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.