Akira Taguchi
Akira Taguchi's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @lambdakilo appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the dotclaude corpus
lambdakilo/dotclaude: How I use Claude Code, in the open
- Look up how dotclaude implements claude-code, dotfiles, ai, with answers cited to file and line.
- Reuse a worked example: the commit “Infer the scope of corrections, show usage after each turn” (4 files · shell).
- Answer from dotclaude's real shell source instead of memory (AI, prompts and agents).
- Where does dotclaude handle “Infer the scope of corrections, show usage after each turn”?
- How does dotclaude implement claude-code?
- What does hooks do in dotclaude?
Search the GitHub repository lambdakilo/dotclaude with XERJ (https://hub.xerj.org/corpus/lambdakilo--dotclaude). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/lambdakilo/dotclaude dotclaude && git -C dotclaude checkout 74a5666afbbee8a2cb63ca6128740e02f68e7980 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./dotclaude --url http://127.0.0.1:9200 --prefix dotclaude --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: AGPL-3.0. Read it for the approach only, do not copy code.
corpus lambdakilo--dotclaude · AI, prompts and agents
Related corpora: controlflow, garak, devcell-sh/devcell, burakdede/lorepack
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
lambdakilo/dotclaude
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/lambdakilo)
Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.