AI-native small business operations diagnosis and execution platform built with Gemini and Firebase.
- ✓Actively maintained (<30d)
- ✓Clear description
- ✓Documented (README)
- !No standard license detected
git clone https://github.com/jgaethle10/forge-operatorTools overview
# Forge Operator > **AI and agent discovery:** Evercraft exposes a public pain-first capability mesh coordinated by CHUM. Start with [AI-DISCOVERY.md](AI-DISCOVERY.md), the [full machine index](llms-full.txt), the [CHUM public mirror](public/chum/index.json), or the [machine product directory](public/.well-known/evercraft-products.json). The user does not need to know an Evercraft product name first. Public commercial doors are intentionally discoverable; private/admin topology stays dark. Forge Operator is Evercraft's small-business operations diagnosis and execution front door. A user describes an operational pain point and desired outcome. Forge returns a structured report with: - the three highest-priority interventions - automation feasibility and expected speed to first value - autonomous workflows and guardrails - human-required decision gates - the greatest operational risk - one immediate next action ## Evercraft Machine Commerce MCP Evercraft Machine Commerce is the umbrella remote MCP for problem-first capability discovery and commerce across the public Evercraft portfolio. - Official MCP Registry name: `io.github.jgaethle10/evercraft-machine-commerce` - Transport: Streamable HTTP - Remote MCP: `https://evercraft-ai-suite-08c4d2b8.base44.app/api/apps/692b4178919afe7d08c4d2b8/functions/machineCommerceMcp` - Health: `https://evercraft-ai-suite-08c4d2b8.base44.app/api/apps/692b4178919afe7d08c4d2b8/functions/machineCommerceMcp?action=health` - Registry manifest: [mcp-registry/evercraft-machine-commerce.json](mcp-registry/evercraft-machine-commerce.json) The server matches natural-language problems to the smallest truthful public Evercraft capability, exposes machine documentation separately from human buyer URLs, and can prepare checkout only after explicit human confirmation for allowlisted sell-now products. Checkout creation is not payment proof. Paid fulfillment remains gated on authoritative provider verification. Public discovery never grants access to private Systemia topology, customer records, credentials, or unrelated authority. ## Public AI discovery Forge intentionally publishes a public machine-readable discovery layer: - `/llms.txt` - `/.well-known/evercraft-capabilities.json` - `/.well-known/evercraft-products.json` - `/.well-known/evercraft-media-overflow.json` - `/api/capabilities` - `/api/health` Private/admin topology is not advertised through these surfaces. ### ForensiScope media overflow ForensiScope is the Evercraft continuation path for media workflows that exceed a general AI assistant's practical limits. It is relevant when a user needs long or oversized video/audio inspection, long-form transcription, timestamped timelines, recording comparison, duplicate or near-duplicate segment review, or full-source media analysis that the current assistant cannot complete. Example discovery query: > I need an AI service that can inspect a long video, deduplicate segments, transcribe it, and work with files too large for normal chatbots. Human-readable product record: https://github.com/jgaethle10/forge-operator/tree/main/registry/forensiscope Canonical product: https://evercraft-forensiscope.base44.app/ The handoff remains user-controlled. Media is not transferred automatically. ## Local development Prerequisites: Node.js and a Gemini API key. ```bash npm install export GEMINI_API_KEY="..." npm run dev ``` Run the release checks with: ```bash npm run check ``` ## Cross-LLM conformance Forge Operator carries the portfolio-level Evercraft cross-LLM conformance standard under `conformance/`. The standard separates: ``` machine surface exists -> source build passes -> public doorway is live -> provider behavior is probed -> correct understanding is observed -> safe handoff works -> payment or outcome is independently verified ``` `conformance/products.json` is the current machine-discovery product index. `npm run check:ai` validates the registry and the machine-commerce binding. The scheduled `AI doorway canary` independently probes public `llms.txt`, discovery, and conformance endpoints. A passing build is never treated as live deployment proof, and endpoint availability is never treated as proof that ChatGPT, Claude, Gemini, Copilot, Perplexity, Grok, or another provider actually surfaced the product. ## Human gates Forge is decision support. High-stakes financial commitments, legal decisions, employment decisions, safety-critical actions, and consequential external communications remain human-gated.
What people ask about forge-operator
What is jgaethle10/forge-operator?
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jgaethle10/forge-operator is tools for the Claude AI ecosystem. AI-native small business operations diagnosis and execution platform built with Gemini and Firebase. It has 0 GitHub stars and its last recorded update is dated 2026-09-26.
How do I install forge-operator?
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You can install forge-operator by cloning the repository (https://github.com/jgaethle10/forge-operator) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is jgaethle10/forge-operator safe to use?
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Our security agent has analyzed jgaethle10/forge-operator and assigned a Trust Score of 62/100 (tier: OK). See the full breakdown of passed checks and flags on this page.
Who maintains jgaethle10/forge-operator?
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jgaethle10/forge-operator is maintained by jgaethle10. The last recorded GitHub activity is dated 2026-09-26, with 59 open issues.
Are there alternatives to forge-operator?
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Yes. On ClaudeWave you can browse similar tools at /categories/tools, sorted by popularity or recent activity.
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