IDEA · GitHub Top 20 · 12 months window
> AI contract review SaaS
query: keyword/phrase search in name, description, readme | archived:false fork:false
SCORE
62.6/100
RECOMMENDATION
IMPROVE
Decision output from saturation and quality signals.
SATURATION
58%
MEDIUM market pressure from analyzed repositories.
CONFIDENCE
88%
Built from coverage, sample size and signal consistency.
SIGNAL FRESHNESS
7d
Median days since latest repository push.
WHY THIS DECISION
(popularity×0.30 + activity×0.25 + completeness×0.25 + relevance×0.20) × dampener = 62.6
POPULARITY w=0.30
35
Star momentum across top repositories.
ACTIVITY w=0.25
99
Recency of pushes and maintenance continuity.
COMPLETENESS w=0.25
100
README quality and production-readiness markers.
RELEVANCE w=0.20
77
Semantic overlap with the requested idea.
DAMPENER
0.83
Penalty when relevance is weak despite high stars.
TOP REPOSITORIES - RANKED
| # | Repository / About / Classification basis | Star | Fork | Watch | Score | Relevance | README | Lang | Pushed | Link |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | msitarzewski/agency-agentsA complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. README laczy cechy produktu i mat... classification=mixed; install=yes; docs=yes; prod_readiness=yes; visual_demo=yes; score_components=pop:1.0,act:1.0,comp:1.0,rel:1.0,damp:1.0 | 87679 | 14124 | 673 | 100.0 | 100 | MIXED | Shell | 2026-04-12 | open |
| 2 | ai-boost/awesome-promptsCurated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers. To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README laczy cechy produktu i ma... classification=mixed; install=yes; docs=yes; prod_readiness=yes; visual_demo=yes; score_components=pop:0.972,act:1.0,comp:1.0,rel:1.0,damp:1.0 | 7723 | 707 | 75 | 99.2 | 100 | MIXED | N/A | 2026-04-27 | open |
| 3 | abhigyanpatwari/GitNexusGitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfec... classification=mixed; install=yes; docs=yes; prod_readiness=yes; visual_demo=yes; score_components=pop:1.0,act:1.0,comp:1.0,rel:0.65,damp:0.7375 | 31044 | 3567 | 109 | 68.6 | 65 | MIXED | TypeScript | 2026-04-27 | open |
| 4 | cjbarber/ToolsOfTheTradeTools of The Trade, from Hacker News. README laczy cechy produktu i materialow demo. classification=mixed; install=yes; docs=yes; prod_readiness=yes; visual_demo=yes; score_components=pop:1.0,act:0.85,comp:1.0,rel:0.65,damp:0.7375 | 17020 | 1292 | 473 | 65.8 | 65 | MIXED | N/A | 2026-03-13 | open |
| 5 | ai-collection/ai-collectionThe Generative AI Landscape - A Collection of Awesome Generative AI Applications To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. Opis sugeruje produkt/aplikacje blizej realnego use-case. README laczy cechy produktu i materialow demo. classification=mixed; install=yes; docs=yes; prod_readiness=yes; visual_demo=yes; score_components=pop:0.9874,act:1.0,comp:1.0,rel:0.55,damp:0.6625 | 8902 | 967 | 115 | 60.0 | 55 | MIXED | N/A | 2026-04-23 | open |
BENCHMARK REPOSITORY
msitarzewski/agency-agents has highest score (100.00).
Watch: 673 | Fork: 14124 | Star: 87679 | Relevance: 1.00
MARKET SIGNALS
Combined pressure: 37.50/100 | Saturation hint: LOW | Recommendation hint: BUILD
Product Hunt matches: 0 | samples: none
Google Trends matches: 0 | samples: none
SaaS competitors: 6 | samples: klarity nda review, ai contract review, contractcrab, pact ai contract review, contracts ai app, ai contracts maker
IDENTIFIED GAPS
Missing features: 0/6 repositories show weak production-readiness signals (deployment/security/scaling details missing in those cases).
Poor UX: 1/6 repositories lack clear visual/demo evidence, suggesting product UX maturity gaps.
Outdated tech: 0/6 repositories have not shipped commits in the last ~6 months, indicating partial technology staleness.
IDEA ANALYSIS REPORT
Idea: AI contract review SaaS
Saturation: MEDIUM | Recommendation: IMPROVE
Summary: Analyzed 20 repositories, 16 passed quality filters, 6 passed relevance threshold. Strong solutions (score >= 75): 2. If strong solutions are scarce, opportunity is high. Agent 2 market pressure score: 37.50/100 (LOW).
Analyzed repositories: 20 | Accepted by filters: 16 | Relevance pass: 6
Generated UTC: 2026-04-27T15:31:11.837058+00:00
FULL GITHUB REPOSITORY LIST ANALYZED
| # | Repository | About (interpreted) | Stars | Forks | Pushed | Status |
|---|---|---|---|---|---|---|
| 1 | tylerxfriday/klaryti-mvp | Klaryti MVP - AI Contract Review SaaS Opis sugeruje produkt/aplikacje blizej realnego use-case. | 0 | 0 | 2026-02-20 | REJECTED: stars <= 50 |
| 2 | humbejeff2116/humbejeff2116 | Config files for my GitHub profile. Opis wymaga oceny razem z README i aktywnoscia repo. | 0 | 0 | 2026-02-11 | REJECTED: stars <= 50 |
| 3 | avelino/awesome-go | A curated list of awesome Go frameworks, libraries and software To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. To najpewniej biblioteka/SDK, a nie aplikacja koncowa. README laczy cechy produktu i materialow demo. | 171132 | 13174 | 2026-04-27 | ACCEPTED: low relevance |
| 4 | msitarzewski/agency-agents | A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. README laczy cechy produktu i mat... | 87679 | 14124 | 2026-04-12 | ACCEPTED: relevance pass |
| 5 | punkpeye/awesome-mcp-servers | A collection of MCP servers. README laczy cechy produktu i materialow demo. | 85762 | 9559 | 2026-04-26 | ACCEPTED: low relevance |
| 6 | rust-unofficial/awesome-rust | A curated list of Rust code and resources. To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README laczy cechy produktu i materialow demo. | 56978 | 3319 | 2026-04-27 | ACCEPTED: low relevance |
| 7 | lukasz-madon/awesome-remote-job | A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README pokazuje sygnaly produktu produkcyjnego. | 45436 | 4589 | 2026-01-12 | ACCEPTED: low relevance |
| 8 | open-guides/og-aws | 📙 Amazon Web Services — a practical guide Opis wymaga oceny razem z README i aktywnoscia repo. | 36444 | 3905 | 2024-08-16 | REJECTED: last commit older than 12 months |
| 9 | abhigyanpatwari/GitNexus | GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfec... | 31044 | 3567 | 2026-04-27 | ACCEPTED: relevance pass |
| 10 | e2b-dev/awesome-ai-agents | A list of AI autonomous agents Opis wymaga oceny razem z README i aktywnoscia repo. | 27510 | 2787 | 2025-02-26 | REJECTED: last commit older than 12 months |
| 11 | VoltAgent/awesome-agent-skills | A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more. README laczy cechy produktu i materialow demo. | 19073 | 2034 | 2026-04-25 | ACCEPTED: low relevance |
| 12 | openobserve/openobserve | OpenObserve is an open-source observability platform for logs, metrics, traces, and frontend monitoring. A cost-effective alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment. Opis sugeruje produkt/apl... | 18633 | 797 | 2026-04-27 | ACCEPTED: low relevance |
| 13 | cjbarber/ToolsOfTheTrade | Tools of The Trade, from Hacker News. README laczy cechy produktu i materialow demo. | 17020 | 1292 | 2026-03-13 | ACCEPTED: relevance pass |
| 14 | public-api-lists/public-api-lists | A curated list of free public APIs across 48 categories — searchable, community-maintained, with a free JSON API. To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README laczy cechy produktu i materialow demo. | 14201 | 1460 | 2026-04-02 | ACCEPTED: low relevance |
| 15 | alirezarezvani/claude-skills | 232+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory. README laczy cechy produktu i materialow demo. | 12906 | 1703 | 2026-04-20 | ACCEPTED: relevance pass |
| 16 | ai-collection/ai-collection | The Generative AI Landscape - A Collection of Awesome Generative AI Applications To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. Opis sugeruje produkt/aplikacje blizej realnego use-case. README laczy cechy produktu i materialow demo. | 8902 | 967 | 2026-04-23 | ACCEPTED: relevance pass |
| 17 | marcelscruz/public-apis | A collaborative list of public APIs for developers README laczy cechy produktu i materialow demo. | 8801 | 868 | 2026-04-27 | ACCEPTED: low relevance |
| 18 | digoal/blog | Opensource,Database,AI,Business,Minds. git clone --depth 1 https://github.com/digoal/blog README laczy cechy produktu i materialow demo. | 8471 | 1911 | 2026-04-25 | ACCEPTED: low relevance |
| 19 | grpc-ecosystem/awesome-grpc | A curated list of useful resources for gRPC To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README laczy cechy produktu i materialow demo. | 8305 | 606 | 2025-10-28 | ACCEPTED: low relevance |
| 20 | ai-boost/awesome-prompts | Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers. To kuratorowana lista zasobow, zwykle nie pelny produkt SaaS. README laczy cechy produktu i ma... | 7723 | 707 | 2026-04-27 | ACCEPTED: relevance pass |