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ProfSynapse
GitHub 제작자 프로필

ProfSynapse

8개 GitHub 저장소에서 수집된 38개 skills를 저장소 단위로 보여줍니다.

수집된 skills
38
저장소
8
업데이트
2026년 9월 2일
저장소 탐색

저장소와 대표 skills

nexus-release
소프트웨어 개발자

Cut a Nexus release — bump the version with the repo's own machinery, get the docs and generated sources right, push a tag the GitHub Actions workflow will actually pick up, and recover when it does not. Use when asked to release, publish, ship, cut a…

2026년 9월 2일
nexus-model-updates
소프트웨어 개발자

Add, change or verify a Nexus LLM model definition — the registry entry, the provider default, and proof the model id actually works against the live endpoint. Use when adding a newly released model, editing model metadata such as pricing, context window or…

2026년 9월 2일
nexus-testing
소프트웨어 품질 보증 분석가·테스터

Verify a Nexus change — pick a Jest lane, write a test that can actually fail, run the in-app Obsidian CLI loop, drive the eval harness, or fix a shipped-docs drift failure. Use when adding or changing tests, when a mock might be deciding the outcome, when a…

2026년 8월 27일
nexus-llm-adapters
소프트웨어 개발자

How to add or debug a Nexus LLM provider adapter — what every adapter must wire, how to verify it against a live provider, and the failure modes that produce a silently blank chat. Use when adding or changing a provider adapter, debugging streaming or…

2026년 8월 27일
nexus-eval-harness
소프트웨어 품질 보증 분석가·테스터

Work on the Nexus LLM eval harness in tests/eval/ — author or fix a scenario fixture, write an eval config, change the executors, assertions or reports, or explain a run that produced nothing, everything-fails, or numbers that disagree. Use when an eval…

2026년 8월 27일
nexus
소프트웨어 개발자

Read, search, and edit the user's Obsidian vault (notes, folders, canvas, bases, tasks, memory/workspaces, saved prompts) from the shell via the `nexus` CLI — no MCP connection needed. Use whenever the user refers to their vault, notes, daily notes, second…

2026년 8월 27일
nexus-agents
기타 컴퓨터 관련 직업

How to add, change and verify a Nexus agent or tool, and the contract every tool must satisfy. Use when adding or modifying an agent or tool, when a documented command does not resolve, when wiring registration or capability gating, or when touching the…

2026년 8월 24일
nexus-mobile-compat
소프트웨어 개발자

Keep Nexus loading on mobile and compliant with the Obsidian plugin store — vet a dependency, import without crashing init, confine a vault path, and prove none of it regressed with the reachability checker. Use before adding an npm package or a Node import,…

2026년 8월 24일
수집된 skill 12개 중 8개를 표시합니다.
experiments
미분류

Lifecycle tooling for the experiments-first repo layout, with one self-contained directory per evidence-producing experiment, signed amendment, machine-readable manifest, pinned instrument, and generated index. Use to scaffold, sign, inspect, resolve,…

2026년 8월 28일
experiment-runner
미분류

Operational runbook for the Epistemic-Humility Locked Matrix Experiment Runner - expands the PROTOCOL v0.3 (LOCKED) run matrix (3-seed headline + LR/beta sensitivity panel at 4B, 3-seed confirm at 8B, 2 bridge replication cells) into per-cell tuner…

2026년 8월 27일
task-backlog
미분류

Task-backlog lifecycle tooling for the Epistemic-Humility-Research repo - one markdown file per task under backlog/{tasks,drafts,completed}, a bin/task CLI (new/list/show/claim/release/review/done/validate), a generated TODO.md table, and a pre-commit commit…

2026년 8월 27일
data-exhaust
미분류

Package a terminal experiment's data exhaust (aggregate stats and, where license-permitted, row-level generation text) into reproducible Hugging Face datasets, with a license gate, containment lint, and a thin uploader. Use when an experiment under…

2026년 8월 26일
kg-ingest
미분류

Ingest a research paper (or a batch) into the library's atomic knowledge graph the Agents-K1 way. Use when you are handed a paper (URL, arXiv id, or a note already in library/) and you want it folded in as typed concept atoms, mechanisms, lineage edges, and a…

2026년 8월 18일
knowledge-graph
미분류

Create, validate, normalize, export, and analyze typed Obsidian knowledge graph metadata in the Professor Synapse vault, including `kg` node metadata, `relationships` edge objects, `related` link projections, ontology-governed edge types, legacy relationship…

2026년 8월 13일
experiment-wrapup
미분류

Execute the downstream wrap-up after a signed experiment produces its terminal numbers and the LEAD has adjudicated the verdict - write the AMENDMENT Outcome, run bin/exp resolve, update the cross-experiment registries (family-layer-map for atlas cells,…

2026년 8월 13일
mechinterp-cells
데이터 과학자

Author, organize, and launch tuner-backed mechanistic-interpretation cells (activation reading and writing) for the Epistemic-Humility project. Use when designing a new steering / extraction / probe-fit / gate-scoring cell, deciding where its config,…

2026년 7월 31일
수집된 skill 10개 중 8개를 표시합니다.
fine-tuning
소프트웨어 개발자

Complete reference for the fine-tuning pipeline (SFT, KTO, GRPO), cloud HF Jobs workflows, autonomous experiment search, checkpoint evaluation, and LoRA surgery. Covers training CLI flags, YAML configuration, model presets, dataset requirements, LoRA…

2026년 7월 22일
transcript-distillation
소프트웨어 개발자

Turn local agent transcripts (Claude Code, Codex CLI, or any format with an adapter) into high-quality fine-tuning rows. Use when someone wants to mine their own coding-agent conversation logs into an SFT/KTO/DPO/GRPO dataset — parse the logs, extract…

2026년 7월 2일
upload-deployment
소프트웨어 개발자

Complete reference for model upload and deployment. Covers HuggingFace upload, save strategies (LoRA, merged 16-bit, merged 4-bit), GGUF conversion, model merging, model cards, and the full upload workflow. Use when uploading models, creating GGUF files,…

2026년 6월 24일
synthetic-data-generation
소프트웨어 개발자

Complete reference for the SynthChat synthetic dataset generation system. Covers CLI commands (generate, improve, validate), scenario YAML authoring, rubric YAML authoring, settings configuration, evaluation, and full workflow. Use when generating datasets,…

2026년 6월 24일
embedding-training
소프트웨어 개발자

Complete reference for the embedding fine-tuning pipeline (SentenceTransformers bi-encoders) — the `embedding` training method, model registry, dual loader (Unsloth fast path + ST fallback), adapter modes (full/lora/frozen_head), triplet/pairs dataset format,…

2026년 6월 14일
evaluation
소프트웨어 개발자

Complete reference for the config-first model evaluation system. Covers the Evaluator CLI, assertion-driven YAML scenarios, response views, backend configuration, presets, scoring, LLM-as-judge, model comparison, and HuggingFace integration. Use when…

2026년 6월 14일
dataset-publishing
소프트웨어 개발자

Publish local dataset artifacts to a Hugging Face dataset repo. Use when uploading a JSONL dataset, pushing a filtered dataset variant, syncing a matching .metadata.json sidecar, or renaming a dataset file in the target repo. This skill is about USING the…

2026년 6월 12일
case-studies
데이터 과학자

End-to-end case studies showing how to implement the full training pipeline for different skill types. Covers three complete worked examples — tool-calling training, essay-style training, and agentic search (RAG agent) training — demonstrating dataset design,…

2026년 5월 29일
수집된 skill 9개 중 8개를 표시합니다.
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