Profiles, repos, scores & roasts
Repository binding unavailable
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.
Historical result · no repository binding was retained
openevals
openevals sounds like the project that evaluates whether other evaluators are evaluating with sufficient evaluation energy—a noble pursuit and a dangerous loop.
deepchem-drug-formulation
deepchem-drug-formulation is an impressively specific collision of chemistry and computation: the portfolio equivalent of saying, “I made the molecule a spreadsheet.”
truthordare
truthordare turns a timeless party question into a JavaScript repository, proving that even awkward social decisions deserve version control.
gsoc_archive_2025
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.
Impact
25% weight
The portfolio includes a highly visible agent-skills collection, evaluation projects, a drug-formulation project, and several applications, suggesting strong ambition and practical relevance.
Consistency
15% weight
All 12 listed repositories are non-archived and show activity through late 2025 or 2026, indicating unusually sustained recent portfolio activity.
Quality
25% weight
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.
Depth
20% weight
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.
Breadth
10% weight
The repositories span developer tooling, evaluation, scientific and medical work, websites, games or social applications, and multiple implementation languages.
Community
5% weight
The profile has 964 followers and several repositories with notable star counts, providing a meaningful but secondary signal of public community resonance.
Based on the bounded repository sample saved with this analysis.
Non-fork sample
11
Last 12 months
360
Accepted fact
964
Profile date
Dec 2023
Scores marked Profile rating use bounded public repository metadata. Full repo analysis appears only when a separate accepted repository analysis exists.
heilcheng /
88/100
A prominent TypeScript collection centered on agent skills, with strong public visibility and recent activity; implementation depth is not verifiable from metadata alone.
heilcheng /
78/100
A focused Python evaluation project with notable visibility and recent updates, suggesting a serious applied-ML direction without exposing implementation details.
heilcheng /
70/100
A substantial-looking HTML project with notable visibility and activity, though its exact scope and engineering maturity are unavailable.
heilcheng /
67/100
A Python evaluation project in a medical-explanation context, showing focused applied-ML interests and recent maintenance, with details unavailable.
heilcheng /
65/100
An actively maintained TypeScript website project with meaningful public interest; the metadata does not establish its feature depth.
heilcheng /
59/100
An active TypeScript project with a distinctive name and continued updates; its purpose and maturity are not evident from metadata.
heilcheng /
58/100
A specialized notebook project on drug formulation, indicating scientific application work, though notebook scope and reproducibility are unknown.
heilcheng /
56/100
A JavaScript game-like or social premise implied by its name, with recent activity and some visibility but unknown implementation scope.
heilcheng /
52/100
An active JavaScript project with an evocative name, suggesting experimentation or a focused application but providing limited metadata evidence of scale.
heilcheng /
50/100
A personal-name HTML repository with recent activity and modest public interest; its project role and depth are unspecified.
heilcheng /
48/100
A recently updated TypeScript project with a concise name, representing smaller-scale active work whose scope cannot be determined.
heilcheng /
38/100
A 2025 forked archive related to GSoC, useful as a record but weaker evidence of independently owned work.
How this score was produced
Overall = Σ(category × weight) + deterministic top-end curve
| Category | Weight | Score | Contribution |
|---|---|---|---|
| Impact | 25% | 88 | 22.00 |
| Quality | 25% | 62 | 15.50 |
| Depth | 20% | 76 | 15.20 |
| Consistency | 15% | 82 | 12.30 |
| Breadth | 10% | 78 | 7.80 |
| Community | 5% | 86 | 4.30 |
What it measures. Project usefulness, ambition, originality, and coherence. Popularity is not impact.
Evidence for heilcheng. The portfolio includes a highly visible agent-skills collection, evaluation projects, a drug-formulation project, and several applications, suggesting strong ambition and practical relevance.
What it measures. Engineering and project-maturity signals supported by the available public metadata.
Evidence for heilcheng. 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.
What it measures. Sustained ownership, meaningful scope, and continued maintenance rather than one-shots.
Evidence for heilcheng. 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.
What it measures. Recency and contribution patterns across the supplied activity window.
Evidence for heilcheng. All 12 listed repositories are non-archived and show activity through late 2025 or 2026, indicating unusually sustained recent portfolio activity.
What it measures. Language entropy and project-type diversity across owned repos.
Evidence for heilcheng. The repositories span developer tooling, evaluation, scientific and medical work, websites, games or social applications, and multiple implementation languages.
What it measures. A weak positive tie-breaker for supplied community signals, never a popularity penalty.
Evidence for heilcheng. The profile has 964 followers and several repositories with notable star counts, providing a meaningful but secondary signal of public community resonance.
Validate. The server validates the login, signed browser session, attempts, cooldown, daily ceiling, and the single provider permit.
Collect. The VPS collector reads bounded public profile metadata and up to 12 recent repository metadata rows in volatile memory.
Rate. One pinned provider returned a closed profile-rating object with no tools, browsing, shell, or repository-content access.
Verify. Server checks bound the subject, rejected unsafe or echoed text, validated the schema, and recomputed rubric-v3 final arithmetic.
Save. Only a valid completion and allowlisted post-completion facts commit atomically; the public projection is then rebuilt.
This saved profile analysis is metadata-only and did not read repository trees, README files, or source code. Availability of new analysis is separate from this historical result.
Rated 2026-08-09 · rating-rubric/3
