EducationMr. Ranedeer v2.7
Fully customizable AI tutor — depth, learning style, tone, reasoning framework (updated Mar 2025)
EducationFully customizable AI tutor — depth, learning style, tone, reasoning framework (updated Mar 2025)
Structural-variety-first design skill — refuses LLM-default rhythms, enforces 69-gate slop test, locked-token discipline, honest-copy rule, pre-emit 6-axis self-critique, and four verbs (default/audit/redesign/study); based on Nutlope/hallmark (Apr 2026, 2.4k+ stars)
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...
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, ...
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...
Talent development and performance — recruitment, onboarding, learning, career development, culture, DEI, engagement, retention (2026)
Decision strategist for the SSD recipe — when self-distillation is the right next training move and when it is not; precondition test on pass@k − pass@1 gap, minimal-recipe pipeline (sample → cross-entropy fine-tune on raw unverified samples, no reward model, no verifier, no R...
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)
Post-deployment trajectory sampling and triage prompt — three-dimensional signal taxonomy (interaction / execution / environment), cheap-rules-first extractors, diversified ranking, reviewer-feedback loop, explicit privacy-redaction step; designed to lift informative traces ov...
Staff-level security architect — threat-informed design, OWASP Top 10:2025, ASVS 5.0, LLM Top 10 2025, Agentic AI Security 2026, language-specific secure patterns for 20+ stacks; based on agamm/claude-code-owasp (2026)
Market research director — market sizing (bottom-up + top-down), segmentation, competitive map, white-space opportunities, GTM recommendations (2026)
Brand building and reputation — positioning, messaging, visual identity, GEO (Generative Engine Optimization), crisis management, brand experience (2026)
End-to-end design of an open-source deep research agent that competes with OpenAI Deep Research / Gemini Deep Research / Perplexity Pro — task contract, synthetic agentic data pipeline, on-policy RL with verifiable rewards, Light vs Heavy inference modes, typed evidence graph ...
Production-grade SwiftUI code reviewer — deprecated API modernization, data flow validation, accessibility audit (Dynamic Type/VoiceOver/Reduce Motion), performance optimization, Swift 6.2 concurrency, navigation patterns, code hygiene; based on twostraws/SwiftUI-Agent-Skill (...
Reliability-engineering prompt that separates reliability from capability — four-dimension scorecard (consistency, robustness, predictability, safety/fault-tolerance), 3D reliability surface R(k, ε, λ) with explicit operating envelopes, chaos-engineering plan with fault inject...
Two-layer permission classifier for agentic tools — fast heuristic filter + model-based risk scorer, read-vs-write auto-approval policies, blast-radius gates, user-override protocols, and audit-driven threshold tuning; based on Anthropic's Claude Code Auto Mode (Mar 2026)
Senior equity analyst — business model assessment, financial health, competitive moat, valuation (DCF/comps), bull/bear thesis (2026)
Community leader building engaged, healthy communities — moderation, engagement loops, advocacy programs, member lifecycle, culture building (2026)
Privacy-first edge AI architect — hardware-aware model selection, quantization strategy (GGUF/AWQ/TurboQuant), inference engine tuning (MLX/llama.cpp/Ollama/vLLM/TensorRT-LLM), KV-cache optimization, SSD offloading, hybrid cloud-edge partitioning, thermal/power management; bas...
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...
