Phase 7 verify finding from TC #26 against :model cloud: HTTP 400 from openrouter→Amazon Bedrock: "tools.0.custom.name: String should match pattern '^[a-zA-Z0-9_-]{1,128}$'" Anthropic via Bedrock validates tool names against that regex and rejects dots. PHASE2 originally chose "." as the namespace separator ("boltzmann.list_dir"); OpenAI tolerated it, Bedrock does not. Separator switched to "__" (two underscores) everywhere — internal API matches on-wire shape, no transformation layer: - repl.lua: - tools_schema builds "alias__name" - dispatch_tool_call splits via "^(.-)__(.+)$" (non-greedy → leftmost __) - :mcp tool parser uses same split - :mcp tools formatter prints "alias__name" - HELP block shows <alias__name> - safety.lua confirm_tool_call: alias.* glob → alias__* glob - config.lua example block: keys rewritten - docs/PHASE2.md: amendment header added; §1, §2 row, §3 config.lua row, §5 wire-shape JSON examples, §6 auto_approve schema, §7 meta-cmd table, §12 plan all updated. Original "." references preserved in commit history. Constraint: aliases must not themselves contain "__" so the parse stays unambiguous. Tool names from MCP servers may have underscores freely. Second fix bundled — uninformative broker error: Previously "broker error: transport: HTTP response code said error" Now "broker error: transport: HTTP 400: {full body snippet}" ffi/curl.lua M.post_sse changes: - FAILONERROR no longer set (was hiding the response body). - raw_body accumulator added alongside the SSE buffer; captures every byte regardless of SSE shape. - After perform, check status_code via curl_easy_getinfo. On >=400, return (nil, "HTTP <code>: <body[:400]>"). 2xx unchanged. - End-of-stream SSE flush only runs on 2xx (no false event on error bodies that aren't SSE-shaped). - Phase 1 callers reading just first return slot stay correct. End-to-end verified: - :model cloud + tools=[boltzmann__read_file ...] + "Use boltzmann__read_file with path=/etc/hostname" → Claude emits tool_call with name="boltzmann__read_file", args='{"path": "/etc/hostname"}'. ok=true, transport clean. - Force-bad tool name "bad.name.with.dots" → err string carries the full bedrock 400 with the regex-pattern message visible. TC #26 (sub-loop end-to-end) is now testable against cloud — the error that blocked it is resolved. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
aish
aish — AI-augmented conversational shell.
A single REPL that interleaves shell command execution and language-model conversation, backed by a llama.cpp HTTP broker. Implementation is LuaJIT 2.x with FFI bindings to libcurl, GNU readline, and libc — no C extensions, no build step, one source tree.
Why
Three flows that currently live in three windows fold into one:
- "Run this command and show me the output" — fast feedback loop, no copy-paste between terminal and chat.
- "Explain or write code based on the output we just looked at" — exec output is automatically injected into the model's context.
- "Plan and execute a multi-step task with confirmation gates" — landing in Phase 3 as Chuck Norris autonomous mode.
aish is not a wrapper around bash. It's a first-class interactive environment where the shell is one of several execution channels.
Status
| Component | State |
|---|---|
| Repository skeleton | ✅ in this commit |
| Phase 0 manifest | ✅ docs/PHASE0.md — locked |
| Phase 0 implementation | 🔜 next session |
| Phase 1+ | 📋 enumerated in PHASE0.md §11 |
Every module file currently raises not implemented (Phase 0 pending)
when called. luajit main.lua fails loudly at the first un-implemented
function, never silently.
Quick orientation
| Read this | If you want to know |
|---|---|
docs/PHASE0.md §1–2 |
What aish is and what Phase 0 ships |
docs/PHASE0.md §3 |
Technology decisions (LuaJIT, FFI, readline, libcurl, llama.cpp) |
docs/PHASE0.md §4 |
Directory layout — these file names are stable across all phases |
docs/PHASE0.md §5 |
How input is dispatched (meta / shell / AI) |
docs/PHASE0.md §6 |
Broker contract: /v1/chat/completions, CMD: extraction |
docs/PHASE0.md §10 |
Config schema and resolution order |
docs/PHASE0.md §11 |
Phase sequence (what lands when) |
docs/PHASE0.md §13 |
Open questions, tracked per phase |
CLAUDE.md |
Project conventions for AI-assisted contributors |
Directory layout
aish/
├── main.lua # entry point
├── repl.lua # readline loop, dispatch, prompt
├── broker.lua # llama.cpp HTTP client
├── router.lua # input classifier (meta/shell/AI)
├── executor.lua # command exec + CMD: extraction
├── context.lua # in-memory turn history
├── history.lua # disk persistence (Phase 1+)
├── safety.lua # destructive-op gate (Phase 3+)
├── renderer.lua # output formatting
├── config.lua # default model registry + preferences
├── ffi/
│ ├── curl.lua # libcurl easy interface
│ ├── readline.lua # GNU readline
│ ├── pty.lua # forkpty (Phase 1+)
│ └── libc.lua # chdir, errno, strerror
└── docs/
└── PHASE0.md # locked substrate
Build / runtime dependencies
System packages (Debian / ALARM / Arch names):
luajit(>= 2.0)libcurl4/libcurl-openssl-3runtimelibreadline8runtimelibc6runtime (always present)
No compilation, no luarocks, no make. Just luajit main.lua.
Running
Once Phase 0 ships:
luajit main.lua # uses ~/.config/aish/config.lua
luajit main.lua --config ./config.lua # explicit config path
AISH_CONFIG=/path/to/config.lua luajit main.lua
Config resolution order is documented in docs/PHASE0.md §10.
Configuration
config.lua is a Lua file returning a single table. The committed
config.lua in this repo is both the canonical example and the
development-fallback config (lowest precedence). Copy it to
~/.config/aish/config.lua and edit endpoints to your local llama.cpp
servers, or point AISH_CONFIG at your own.
The default endpoints assume mfritsche's home network:
fast→dirac.fritz.box:8081(Qwen2.5-Coder-7B q4 8k ctx)deep→dirac.fritz.box:8080(Qwen2.5-Coder-7B q4 32k ctx)cloud→hossenfelder.fritz.box:8082(forwards to OpenRouter)
Replace these with your own llama.cpp endpoints if you're not on that LAN.
License
Not yet selected. Default-private until decided.
Project conventions
See CLAUDE.md for contribution conventions, commit style,
and the phase-loop discipline this project follows.