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CSP Radar GitHub - awebai/aweb-team-coord-worktrees: An aweb team template for a minimum team with a permanent coordinator and worktrees with local developers. GitHub - fujibee/agmsg GitHub - lucastononro/notify: 100% local, free, offline attention skill for Claude Code: plays a sound and speaks a short status update when a long task finishes, blocks, or needs a decision. GitHub - sebastianwessel/skills: AI Skills tivatdoar / workout-to-work · GitLab GitHub - enumura1/py-sql-cleaner: Find, format, and safely extract embedded SQL from Python files. GitHub - intent-bench/intent-bench: Intent fulfillment benchmark for agentic AI engineering GitHub - steveking-gh/firmion: Firmion is DSL and engine for firmware image generation. GitHub - villagesql/villagesql-skills: Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin GitHub - 0gsd/enough: a personal language system for planning, writing, and translation. 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See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. 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Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. 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GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. 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Works with Claude, Cursor, and any MCP client. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. make sidebar/address bar rounded corner toggleable
Validate before you build - Product Idea Demand Check
cosmok · 2026-06-17 · via Show HN

The Fastest Demand Validator

Keywords in. Clear go or kill decision out.

18,400 monthly searches across 6 buyer terms

Weighted CPC $3.20

Break-even conversion 2.8%

Yes — worth building Break-even is achievable at realistic capture and conversion rates.

Search demand Volume, competition, CPC, and close variants in one report.

CAC scenarios Model acquisition cost across conversion assumptions.

Market sizing Estimate reachable visits, customers, revenue, and profit.

Shareable outputs Reports, XLSX exports, and protected sharing on Gold.

Live search volume, CPC, and competition data from Google Ads.

The decision layer

Designed for the moment before a roadmap turns expensive.

Product ideas usually fail in the gap between enthusiasm and evidence. This gives founders, marketers, and advisors a fast outside-in read on demand, pricing room, and acquisition risk.

Demand Which customer searches show real volume, intent, and competition.

CAC What click costs imply at 0.5%, 1%, 2%, 5%, and 10% conversion.

Margin Whether price or LTV leaves enough room after variable and fixed costs.

Next move A plain recommendation for whether the idea deserves deeper validation.

I had three ideas I thought were great. The report killed two in an afternoon and sharpened the third. It saved me months of building the wrong thing.
Dev M. Indie founder, bootstrapping a B2B tool

Workflow

From rough customer language to a report you can defend.

Use the words customers might search, not polished strategy language. The report helps you decide what to research next, which terms look promising, and which assumptions need pressure testing.

Enter customer searches

Add keywords manually or use guided generation to create a stronger starting set.

Add economics

Include expected price or LTV, variable cost, fixed cost, and target country.

Review demand and CAC

Compare volume, CPC, competition, conversion scenarios, and break-even thresholds.

Share the report

Export, revisit reports, and use protected sharing on Gold when the audience is external.

Use cases

Built for the decisions you're already making.

Founders validate ideas. Agencies win clients. Freelancers prove they've done the homework. Product teams prioritize with data. See how each role uses the same report.

Pricing

Three tiers for different levels of validation.

Free is for a first signal. Bronze is for comparing a few directions. Gold is for deeper research and external sharing.

  • 1 report credit on signup
  • Up to 10 keywords per report
  • Full report features and XLSX export
  • Public share links

Start free

  • 3 report credits
  • Up to 100 keywords per report
  • Guided keyword generation
  • Reports dashboard and exports

Sign up — upgrade anytime

All tiers start with a free account. Upgrade from your profile when you're ready.

Run the numbers before the roadmap grows.

Start with a free report, then use Bronze or Gold when you need more keywords, more credits, or protected report sharing.

Start free