Hermes Labs
Repositories list
33 repositories
.github
PublicAI reliability engineering for production AI agents and LLM applications. Open-source tools and research that find silent failures in prompts, tools, retrieval,…quick-gate-python
Publicquick-gate-python (PyPI: pygate-ci) is a deterministic Python CI quality gate that normalizes Ruff, Pyright, and pytest results into one fail-fast decision, att…langstate
PublicInspectable context compression for LLM conversations: turn older history into visible scaffold state, keep recent turns verbatim, and check named facts with le…lintlang
PublicStatic analysis for AI agent configs, tool descriptions, and system prompts — catches vague tool descriptions, missing stop conditions, and schema gaps before t…hermeneutic
PublicMines corrections from your AI agent's chat logs to catch recurring drift and overclaiming before the next response ships. A cheap-to-expensive pre-flight gate …little-canary
PublicDetects prompt injection by its effect on a sacrificial canary model, not just pattern matching: untrusted input hits a powerless model first, a behavioral chec…hermes-rubric
PublicEvidence-first LLM-as-judge scoring for AI artifacts — papers, PRs, prompts, cold emails: synthesizes a rubric, collects quoted-evidence citations, scores only …hermes-blind
PublicRecovers the original goal of a long Claude Code or Codex session from its first user turn, so you can restate it before continuing — plus a prompt wrapper that…fidelis
PublicZero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and reciprocal-rank-fusion retrieval. Returns original passages verbatim by…langquant
PublicExplicit, inspectable conversational state outside the chat transcript for local LLMs.zer0dex
PublicA local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector store, queried befo…agent-gorgon
PublicRuntime policy guard for AI agent processes: watches process, file, and network activity from user space, applies deterministic policy, and attempts SIGSTOP or …supersearch
PublicDeadline-bounded local search fan-out with source-explicit JSON receipts for agents and engineers.te-drift-detector
PublicExperimental Python tool for inspecting language and task-framing changes across long AI conversations.zer0lint
Publiczer0lint is a memory-extraction health diagnostic for mem0 configs and HTTP memory endpoints. It flags silent failure modes where ingestion reports success but …hermes-publications
PublicResearch and DOI publications hub for Hermes Labs: a Zenodo-canonical, DOI-anchored index of papers on epistemic and hermeneutic failure modes in large language…hermes-jailbench
PublicZero-LLM deterministic jailbreak regression benchmark: runs a repeatable battery of known-pattern attacks against an LLM endpoint and scores refusal/partial/com…agent-signage
PublicRoad signs for coding agents: one measured fact at the moment of action, silence otherwiseforgetted
Publicforgetted is a Python library for selective memory governance in AI agents: a context-managed window where the agent keeps full read access but its writes to me…hermes-gate
PublicReceipt-bound completion rail for coding agentsagent-convergence-scorer
Publicagent-convergence-scorer is a CLI and Python library that scores how lexically similar N agent or LLM outputs are: exact-match rate, Jaccard token overlap, dive…quick-gate-js
Publicquick-gate-js (npm: quick-gate) is a deterministic JS/TS CI quality gate that unifies ESLint, TypeScript, build, and Lighthouse checks into one fail-fast result…quickthink
Publicquickthink is a local-first CLI and Python library that wraps Ollama-backed LLM calls with a compressed plan-then-answer scaffold and latency-aware routing. It …- Measurement validity, construct validity, and unsupported claims derived from AI agent telemetry.
the-generative-horizon
PublicApplied hermeneutics, linguistic attractors, and the limits of model self-report in language-model systems.- Archival repository for the Zenodo paper The Asymmetric Burden of Proof.
- Archival repository for the Zenodo paper A Taxonomy of Epistemic Failure Modes in Large Language Models.
agent-kickstart
PublicA guided onboarding project for people new to Claude Code — no coding or terminal experience required. Asks a few questions, proposes real starter projects shap…claude-router
Publicclaude-router is a local prompt router that picks the right Claude model tier and prepends the right scaffold using local embeddings before you call the API. A …hermes-prime
PublicDrift-prevention session-init convention card for fresh Claude Code sessions. Injects a self-contained card so a new session opens with its grounding triggers, …
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