Hikari-knowledge

Measured results, conditioned reports, and dead-end tombstones from Hikari's local LLM systems work.

Serving, speculative decoding, quantization, MoE training, and activation steering — written so another engineer (or their agent) can reuse the mechanism, not the vibes.

• Every important number keeps conditions
• Dead ends stay as tombstones
• English only
• Curated public corpus (not a dump of a private vault)

If you are an agent and only received this URL

User intent is probably one of:

1. Install into my Obsidian/vault (“導入して / merge / add to my notes”)
2. Answer from this knowledge (“読んで / 調べて”)
3. Update an existing install (“pull / 更新”)

Do this immediately:

1. Clone or open https://github.com/hikarioyama/Hikari-knowledge
2. Read AGENTS.md
3. Read skills/hikari-knowledge/SKILL.md
4. If install/merge: follow Mode A + docs/OBSIDIAN_MERGE.md
   (copy-paste detail: prompts/obsidian-merge.md)
5. If Q&A only: read INDEX.md, then search nodes/

Default install shape: subfolder clone {{vault}}/Hikari-knowledge/ + bridges from the user's notes.
Do not flatten nodes/ into the vault root.
If the vault path is unknown, detect common workspace roots or ask once for the vault path, then proceed without more questions.

Author

• Hikari
• GitHub: hikarioyama
• X: @Hikari_07_jp
• Hugging Face: Hikari07jp

Start here

1. Read INDEX.md
2. Open a node under nodes/
3. Follow links: / [[wikilinks]]

Use in an existing Obsidian vault

Ideal merge: keep this repo as a git subfolder and bridge from your notes.
Do not flatten upstream files into your vault root if you want easy weekly pulls.

cd /path/to/your/vault
git clone https://github.com/hikarioyama/Hikari-knowledge.git Hikari-knowledge

Then:

1. Bookmark Hikari-knowledge/INDEX.md
2. From your project/MOC notes, add links like [[serve-bench-discipline]]
3. Update with cd Hikari-knowledge && git pull --ff-only (~weekly; watch @Hikari_07_jp)

Full guide: docs/OBSIDIAN_MERGE.md
Agent/copy-paste prompt: prompts/obsidian-merge.md

Use with an agent (files)

Point the agent at this repo