Rate My GitHub

Profiles, repos, scores & roasts

← Rate my GitHub
heilcheng GitHub avatar

#28 · Top 2.6%

heilcheng

hailey

Coglix Labs

B

Solid engineer

Overall

77.1

/ 100

Roasts

The agent-skill warehouse

You did not merely build an agent project; you opened an entire warehouse of skills and left the ecosystem to figure out which aisle contains the screwdriver.

Evaluation, now with evaluations

openevals sounds like the project that evaluates whether other evaluators are evaluating with sufficient evaluation energy—a noble pursuit and a dangerous loop.

The notebook pharmacist

deepchem-drug-formulation is an impressively specific collision of chemistry and computation: the portfolio equivalent of saying, “I made the molecule a spreadsheet.”

Truth has entered the game

truthordare turns a timeless party question into a JavaScript repository, proving that even awkward social decisions deserve version control.

The archived time capsule

gsoc_archive_2025 has the energy of a neatly labeled time capsule: important enough to preserve, but politely reminding everyone that the main adventure happened elsewhere.

Category breakdown

heilcheng category score radarImpactConsistencyQualityDepthBreadthCommunity

Consistency

82

All 12 listed repositories are non-archived and show activity through late 2025 or 2026, indicating unusually sustained recent portfolio activity.

Impact

88

The portfolio includes a highly visible agent-skills collection, evaluation projects, a drug-formulation project, and several applications, suggesting strong ambition and practical relevance.

Quality

62

Available metadata indicates projects across TypeScript, Python, JavaScript, HTML, and notebooks, with varied activity and visibility; detailed project attributes cannot be verified from metadata alone.

Breadth

78

The repositories span developer tooling, evaluation, scientific and medical work, websites, games or social applications, and multiple implementation languages.

Depth

76

Several projects appear substantial or sustained based on their names, specialization, activity, and visibility; however, implementation scope and maintenance details cannot be verified from metadata alone.

Community

86

The profile has 964 followers and several repositories with notable star counts, providing a meaningful but secondary signal of public community resonance.

Stats

52-week commit heatmap

94 active days

Language distribution

  • TypeScript33%
  • HTML17%
  • JavaScript17%
  • Python17%
  • Jupyter Notebook8%
  • Unknown8%

Based on the bounded repository sample saved with this analysis.

Numbers

12

Public repos

964

Followers

360

Commits

1

History

Top repos

heilcheng/awesome-agent-skills

88

A prominent TypeScript collection centered on agent skills, with strong public visibility and recent activity; implementation depth is not verifiable from metadata alone.

TypeScript · ★ 6074

heilcheng/deepmind

70

A substantial-looking HTML project with notable visibility and activity, though its exact scope and engineering maturity are unavailable.

HTML · ★ 488

heilcheng/website

65

An actively maintained TypeScript website project with meaningful public interest; the metadata does not establish its feature depth.

TypeScript · ★ 223

heilcheng/openevals

78

A focused Python evaluation project with notable visibility and recent updates, suggesting a serious applied-ML direction without exposing implementation details.

Python · ★ 136

heilcheng/gsoc_archive_2025

38

A 2025 forked archive related to GSoC, useful as a record but weaker evidence of independently owned work.

Unknown · ★ 6

heilcheng/deepchem-drug-formulation

58

A specialized notebook project on drug formulation, indicating scientific application work, though notebook scope and reproducibility are unknown.

Jupyter Notebook · ★ 7

heilcheng/charytype

59

An active TypeScript project with a distinctive name and continued updates; its purpose and maturity are not evident from metadata.

TypeScript · ★ 8

heilcheng/mood

48

A recently updated TypeScript project with a concise name, representing smaller-scale active work whose scope cannot be determined.

TypeScript · ★ 1

heilcheng/soar

52

An active JavaScript project with an evocative name, suggesting experimentation or a focused application but providing limited metadata evidence of scale.

JavaScript · ★ 4

heilcheng/heilcheng

50

A personal-name HTML repository with recent activity and modest public interest; its project role and depth are unspecified.

HTML · ★ 3

heilcheng/truthordare

56

A JavaScript game-like or social premise implied by its name, with recent activity and some visibility but unknown implementation scope.

JavaScript · ★ 13

heilcheng/medexplain-evals

67

A Python evaluation project in a medical-explanation context, showing focused applied-ML interests and recent maintenance, with details unavailable.

Python · ★ 6

Timeline

No accepted timeline events were saved.

Compare

HEILCHENG · 6DMEDIAN CODER

HEILCHENG compared with MEDIAN CODER across six rating categoriesImpactConsistencyQualityDepthBreadthCommunity

Rubric

How this score was produced

This page renders one accepted, subject-bound rating-rubric/3 result from the immutable public U1 release. Missing evidence is kept unavailable instead of inferred.

Scores are not a security audit, endorsement, or guarantee of current repository behavior.

Rated 2026-08-09 · rating-rubric/3 · aging