Brand 5 · Product flagship
AirMCP
One MCP server for the Apple ecosystem (272 tools, 29 modules). Core infra — per-call HITL, HMAC-chained audit, OAuth 2.1 + Resource Indicators, allowNetwork policy — is the differentiated layer.
heznpc
Building the ecosystem AI lives in
Curator of open-source infrastructure, research, and tools for the AI era.
▸ Watch introFive brand axes anchor the work: infrastructure (AirMCP), research (ploidy), trust (canary), traction (skillBridge), and signal (anvil). Around them sit five research programs, a stack of supporting tools, a lab of experiments, and an archive of what has already been learned.
Ecosystem
§ 01
Brand 5
5 axes
- 01🧬 ploidy-research ResearchCross-session debate protocol — same model, different context depths. PyPI ploidy 0.3.3. Paper + tool monorepo.
- 02🐤 canary TrustOperator-machine observability — git state joined with Claude Code session transcripts. APL / MIP / PLR / UCP push-leakage metrics.
- 03🔨 anvil SignalMCP tool that bundles commit → PR → CI-wait → merge into one atomic call. Published as @heznpc/anvil on npm.
- 04🌐 skillBridge TractionTranslates Anthropic Academy lessons across 33 locales with an inline Claude tutor (Puter.js). MV3 v3.5.39. CWS US-locale pending re-publication after icon redesign.
§ 02
Research Programs
5 programs
P1 Human-Controlled AI Systems 4 papers
Agent authority, HITL, audit, and forgetting. Tools side anchors the program; statute-of-limitations bridges to Program 4.
- ·⏳ statute-of-limitationsDesigning institutional forgetting for AI agent memory — authority expiry vs deletion. Bridge between Programs 1 and 4. Foundational to AirMCP memory governance.
- ·🧬 oncologyAgent failure taxonomy — errors detected but action continues. Crosses Programs 1 and 2.
- ·🎨 ochreDesktop-metaphor analogue for AI-assisted authoring interfaces. Layer-1 simulations + 5 testable predictions.
- ·🏠 villagentAgent entity continuity — configuration-loss-as-death framing. Companion to ploidy at the entity level. Concept note.
P2 Epistemic Failure and Correction 5 papers
Using AI to study AI. Cross-context debate, collaborative entrenchment, ADHD-as-advantage, hierarchy calibration.
- ★🔄 meta AnchorLLM-as-research-infrastructure — using Claude Code to study Claude Code. alt.CHI 2027 target.
- ·🌸 narcissusNarcissus loop — collaborative entrenchment as an emergent property of the human + AI interaction loop.
- ·🌀 eddyADHD × AI — neurodivergent workflows as competitive advantage in multi-session work. Published with Zenodo DOI.
- ·⏳ lifespanAccumulation–renewal dilemma — substrate-independent theory linking confirmation bias, paradigm lock-in, and LLM context entrenchment. Bridges Programs 2 and 4.
- ·♟️ coupHierarchy calibration in multi-agent debate — C(P) and τ metrics. Concept note.
P3 Representation, Language, and Cultural Cognition 4 papers
Stratified Platonic representations at the natural-language ↔ code interface, with cultural-cognition probes.
- ★📐 z-gap AnchorConvergence ≠ Communicability — stratified Platonic Representations at the NL-Code interface. TACL rolling.
- ·📐 third-vertex-llmKorean as third vertex — breaks the language/head-directionality/cultural-cluster confound in Japanese- and Chinese-only LLM cultural-cognition studies.
- ·🗣️ macaronicPolyglot LLM stack orchestration as literary code-switching. Concept note.
- ·🎭 habitusBourdieusian companion to z-gap — habitus explains why convergent representations fail to produce mutual intelligibility.
P4 AI-Mediated Accumulation 5 papers
Asymmetric default-bias, info silos, scatter-caching, streak mechanics, institutional forgetting.
- ★🌊 tidal AnchorThe Asymmetric Tide — AI amplifies digital hoarding through structural default bias. ABM + 8-cloud audit. CHI / FAccT / CSCW 2027 fit.
- ·🏗️ siloThree-layer bias model — encounter / save / retrieval. AI-mediated search creates confirmation-biased digital hoards.
- ·🐿️ scatter-cachingTSI (Tool Scatter Index) — cross-platform information distribution as an unmeasured hoarding dimension.
- ·🧪 elixirThe Last Elixir — PRISMA review of hoarding-related behaviors in digital games.
- ·🪨 sedimentStreak mechanics drive compelled production of low-quality digital content. Deposition / Compaction / Fossilization lifecycle.
P5 Synthetic Content and Measurement 5 papers
Production-detection asymmetry, AI-to-AI engagement loops, substrate chauvinism, alchemy-AGI homology.
- ★🫠 ai-slop AnchorProduction-Detection Asymmetry — multi-format AI content pollution beyond video. CACM + Big Data & Society umbrella.
- ·🪞 emergence-paradoxSubstrate chauvinism — replaces consciousness / creativity / identity as load-bearing concept in AI-acceptance discourse. Reorienting to CHI 2027 after Inquiry SI deadline.
- ·⚗️ aichemistBurning Lead for Gold — structural homology between alchemy and the AGI paradigm.
- ·🗼 babelBabel and Anti-Babel — scale-dependent coupled dynamics of fragmentation and excessive convergence. Companion to aichemist.
- ·🫧 ai-bubbleAI-to-AI content loops as engagement-metric inflation isomorphic to four financial-fraud forms.
P6 Analogy / theory layer 3 papers
Off-core but coherent — divination as inference, cross-cultural media studies, friction-based pedagogy.
- ·📚 analogic-appropriationCross-cultural media study on children’s play and combat narratives across media eras. Under review (New Media & Society).
- ·🔮 pythiaDivination systems as non-formal inference engines — functional convergence with LLMs.
- ·🪨 whetstoneProductive vs unproductive friction in AI-augmented learning. Invariant functions of pedagogy.
§ 03
Supporting
7 items
- 01🪪 ProfileKitGitHub profile cards by URL. No ratings, no rankings — composable presentation only. (canonical at newtria/ProfileKit)
- 02🛠️ profilekit-mcpMCP server over ProfileKit. URL-only, never inlines SVG.
- 03🗺️ cairnYakdo-style pictogram maps. Fewer landmarks by design.
- 04🔁 newtria-crossflowCross-OS Shortcuts ↔ Power Automate bridge. v0.1 ships the verified tool.
- 05🩺 pc-health-checkPC health checker for Korean banking whitelist constraints.
- 06📚 ai-course-glossaryClaude Code Skill plugin re-exposing skillBridge’s curated Anthropic Academy terminology. Companion to skillBridge.
- 07📦 inertboxUntrusted-content boundary primitive — wraps external content (web pages, emails, tool output) in delimited “data not instructions” boundaries.
§ 04
Lab
8 items
- 01🐬 dol-pinK-pop concert merch C2C rental marketplace — MVP only.
- 02🏫 cuk-sw-communityUniversity SW community + blog + course materials. Pre-launch debugging.
- 03🏁 kontestCross-source contest aggregator — 4 KR + 3 global sources, dedupe, classify, Telegram push.
- 04📦 mothballmacOS Swift package — git-aware project archiver with sidecar manifest.
- 05🧩 gemma4-quizLocal Gemma / Ollama quiz tool. PDF → MCQ + short-answer via JSON schema.
- 06🎤 hello-projectHello! Project timeline visualization. Fanart, frozen.
- 07📝 token_saveLLM API cost-reduction checklist — prompt caching, structure, batch API, model tiering. Notes only.
- 08🎮 TR-archiveTales-Runner unofficial archive — character stats, change-ticket simulator, story viewer. heznpc is contributor.
§ 05
Archive
1 item
docker-deploy-starter Any VPS browser-extension-starter Chrome + AMO discord-bot-starter Railway / Fly.io telegram-bot-starter Railway / Fly.io react-native-starter App / Play Store electron-app-starter Cross-platform vscode-extension-starter VS Marketplace npm-package-starter npm registry mcp-server-starter npm registry python-mcp-server-starter PyPI cloudflare-pages-starter Cloudflare