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| 1 | +# golem — GitHub repository metadata |
| 2 | + |
| 3 | +## Description |
| 4 | + |
| 5 | +> Kill the silent zero. Compile-once expression engine that catches every undefined variable at parse time and hardwires deterministic cost gates and routing policies into AI agent pipelines. |
| 6 | +
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| 7 | +**Character count:** 190 |
| 8 | + |
| 9 | +--- |
| 10 | + |
| 11 | +## Topics |
| 12 | + |
| 13 | +``` |
| 14 | +ai-agent, anthropic, deterministic, enchanter-ai, expression-evaluation, go, guardrails, llm, mcp, policy-engine, python, safety |
| 15 | +``` |
| 16 | + |
| 17 | +--- |
| 18 | + |
| 19 | +## Format reference |
| 20 | + |
| 21 | +All enchanter-ai descriptions follow two sentences: |
| 22 | + |
| 23 | +1. **Hook** — imperative or crisp noun phrase (≤ 6 words) |
| 24 | +2. **Payload** — one sentence, concrete mechanism + outcome, strong action verbs |
| 25 | + |
| 26 | +| Repo | Description | |
| 27 | +|------|-------------| |
| 28 | +| emu | Stop burning API tokens. 9 algorithmic engines for real-time context optimization, infinite-loop detection, and smart prompt compression. | |
| 29 | +| crow | Bayesian change-trust layer. Autonomously scores every AI code edit in real-time, instantly flagging the exact files that demand human review. | |
| 30 | +| lich | Ruthless, algorithm-backed code review. Tests AI-generated code in an isolated sandbox to mathematically prove it works before merging. | |
| 31 | +| wixie | Self-healing prompt engineering. Autonomously test, converge, and translate prompts across 225+ AI models. | |
| 32 | +| beholder | The foundational SDK for algorithmic AI orchestration. The central nervous system powering the Enchanter ecosystem with native MCP support. | |
| 33 | +| mimir | Verifiable provenance for MCP tool-call results — signed envelopes + σ-bound quality scoring + on-chain anchoring with EigenLayer slashing. Live on Sepolia. | |
| 34 | +| sylph | Zero-touch Git orchestration. AI autonomously manages parallel branches, segments tasks, writes Conventional Commits, and opens clean PRs. | |
| 35 | +| djinn | Cure AI memory loss. Pins session intent, actively prevents context drift, and keeps long-running agents hyper-focused on the original goal. | |
| 36 | +| hydra | Real-time AI threat interception. Blocks CVE-mapped attacks, poisoned configs, and destructive terminal commands before execution. | |
| 37 | +| vis | Conduct-as-code for AI agents. Refuses drift, sycophancy, and silent failure. | |
| 38 | +| gorgon | Static codebase intelligence. Maps structural hotspots and dependency cycles to guide AI agents safely through complex enterprise architectures. | |
| 39 | +| pech | FinOps for autonomous agents. Track per-tier token burn, forecast budgets via exponential smoothing, and trigger graceful AI degradation. | |
| 40 | +| naga | Source-as-spec architecture enforcer. Uses deep AST fingerprinting to ensure AI-generated code perfectly mirrors your internal coding standards. | |
| 41 | +| schematic | Bootstrap production-ready AI agents instantly. The official template injecting shared behavioral contracts and strict execution engines into new plugins. | |
| 42 | +| **golem** | **Kill the silent zero. Compile-once expression engine that catches every undefined variable at parse time and hardwires deterministic cost gates and routing policies into AI agent pipelines.** | |
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