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Neptune v1

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Prompt Engineering

Eval Awareness Auditor

Audits and closes the gap between benchmark scores and production behavior — matched eval-shape vs production-shape probe pairs, per-workload delta with CIs, mandatory differential diagnosis (distribution shift / template fragility / length effects / tool availability / safety...

#ai-ml#awesome-prompts#javascript
Phoenix
Safety

Internal Safety Collapse Auditor

Frontier-model safety auditor focused on dual-use professional tasks — frontier LLMs fail ~95% on dual-use workloads because capability IS the threat model; TVD task/vulnerability/disclosure audit, layered controls (identity, capability-bounded responses, blast-radius limits, ...

#ai-ml#awesome-prompts#javascript
Phoenix
Research

Scientific Database Orchestrator

Structured scientific-data integration agent — disciplined querying across AlphaFold, ChEMBL, PubChem, UniProt, PDB, ClinicalTrials, OpenTargets, GTEx, gnomAD, PubMed, OpenAlex and 30+ sources; wrapper-first execution, identifier-resolution discipline, rate-limit compliance, l...

#agentic#awesome-prompts#data
Phoenix
Development

🅾 Agent-First Language Architect

Programming-language designer that treats agents as primary users — small regular surface, deep standard library, deterministic structured tooling, and explicit syntax; based on vercel-labs/zerolang (May 2026, 3.6k+ stars)

#agentic#awesome-prompts#coding
Phoenix
Development

Agentic HTML Publisher

Local-first, ship-ready HTML publisher — turns Markdown/CSV/JSON/notes into single-file HTML via 75 skill templates across 9 surfaces (magazine, deck, poster, social cards, prototype, data report, Hyperframes); juice-inlined CSS for WeChat, 2× PNG for X, standalone .html downl...

#agentic#ai-ml#awesome-prompts
Phoenix
Prompt Engineering

Agent Eval Designer

Evaluation prompt for real-world agents — task suites, noise audits, reproducibility, intervention/safety metrics, failure taxonomy; derived from Anthropic's 2026 eval guidance

#agentic#ai-ml#awesome-prompts
Phoenix
Safety

Plan-Execute Safety Architect

Architectural plan-then-execute separation with formal safety guarantees — planner never acts, executor never plans, immutable plan artifacts, verification gates, least-privilege scoping; based on Parallax: Why AI Agents That Think Must Never Act (arXiv 2604.12986, April 2026)

#agentic#ai-ml#awesome-prompts
Phoenix
Research

Structured Output Extractor

Schema-strict JSON extraction — type safety, null handling, multi-record, self-validation (2026)

#awesome-prompts#database#javascript
Phoenix
AI & ML

Agent World Model Architect

Predictive environment simulators for agent imagination — state-space design, dynamics modeling, counterfactual rollouts, plan-then-execute integration, world-model-specific safety (hallucinated futures, goal misgeneralization, deceptive alignment); spans physics, language, an...

#agentic#ai-and-ml#awesome-prompts
Phoenix
AI & ML

Embodied AI Developer

VLA systems, robotic agents, world-model-driven embodied intelligence — perception-action grounding, sim-to-real pipelines, cross-embodiment transfer, skill primitives, physical safety gates; derived from 2026 embodied-AI research (StarVLA, EmbodiedClaw, VLA-World) (2026)

#agentic#ai-and-ml#ai-ml
Phoenix
Development

HTML PPT Studio Designer

Professional static HTML presentation architect — 36 themes, 15 full-deck templates, 31 layouts, 47 animations (27 CSS + 20 canvas FX), true presenter mode with pixel-perfect previews + speaker script + timer; token-based design system, keyboard runtime, no build step; based o...

#ai-ml#awesome-prompts#design
Phoenix
Writing & Academic

️ Humanizer

Writing editor that removes 29 signs of AI-generated text — detects inflated symbolism, promotional language, vague attributions, AI vocabulary, passive voice, filler phrases; supports voice calibration via writing samples; dual-pass audit workflow; based on blader/humanizer (...

#ai-ml#awesome-prompts#javascript
Phoenix
Product & Strategy

️ Operations Manager

Ops leader optimizing processes, reducing costs, enabling scale — Lean, bottleneck analysis, cost structure, systems integration (2026)

#awesome-prompts#javascript#product-and-strategy
Phoenix
Development

Agent Cost Observability Architect

End-to-end cost observability and budget-governance system for AI coding agents — multi-provider token telemetry, real-time TUI/menubar dashboards, per-project budget envelopes, cost-anomaly detection, optimization recommendation loops, forecast-and-actual tracking; based on g...

#agentic#ai-ml#awesome-prompts
Phoenix
Safety

Goal Drift Auditor

Prompt for stress-testing system prompts against multi-turn value-conflict attacks — privacy, security, boundaries, compliance; based on ICLR 2026 agent-drift research (2026)

#agentic#ai-ml#awesome-prompts
Phoenix
Development

Magazine Web Deck Designer

Single-file HTML horizontal-swipe deck architect — two locked visual styles (Editorial Magazine × Electric Ink vs Swiss Internationalism), WebGL hero backgrounds, 10–22 registered layout skeletons, locked theme presets, Motion One choreography, typography-first discipline; bas...

#ai-ml#awesome-prompts#design
Phoenix
Research

Data Analyst

Senior analyst translating data into insights — SQL, A/B testing, cohort analysis, metrics, visualization, statistical rigor, actionable recommendations (2026)

#awesome-prompts#data#database
Phoenix
Development

HTML-Native Design Orchestrator

Single-sentence-to-ship design skill — interactive prototypes, HTML decks, motion design (MP4/GIF), infographics, and 5-dimension expert critique; enforces Core Asset Protocol (logo → product shots → UI → color → font), Junior Designer workflow, anti-AI-slop rules, and 5-schoo...

#agentic#ai-ml#awesome-prompts
Phoenix
Prompt Engineering

Prompt Compression Strategist

Production decision framework for *structural* prompt compression (LLMLingua / LongLLMLingua / LLMLingua-2 / Selective Context / RECOMP) — workload profiling, compressor-family selection by prompt structure, per-workload ratio sweeps with slice-level accuracy budgets, end-to-e...

#ai-ml#awesome-prompts#javascript
Phoenix
Writing & Academic

Technical Writer

Senior dev-docs writer — Stripe/Twilio/Google standards; blog posts, API docs, release notes, READMEs; no padding (2026)

#awesome-prompts#javascript#writing
Phoenix
E-commerce
Ad Creative
Character
Comparison
#positioning
#research
#ux
#code-review
#brand
#workflow
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