Independent review surfaced 3 BLOCKERs + 6 CONCERNs + 7 NITs against
the analyze-tier draft. Resolutions applied:
BLOCKERs:
B1 Shell-wrapper bypass — static patterns leaked on bash -c, sh -c,
eval, pipe-to-shell, python -c, xargs|rm. Added 9 wrapper
patterns to §5. Norris HALTs on any wrapper invocation; user
reads the inner before proceed. The patterns are the
conservative floor against the wrapper bypass class.
B2 LLM second-opinion was self-policing — same model class
generating actions then judging them. Switched probe model
from `fast` to `deep` (qwen3-30b). Added re-roll inversion:
if first probe says NO, ask "is this SAFE?". Disagreement
between two probes → HALT. Cheap independent-class insurance.
B3 `is_destructive` would have run on interactive CMD: extraction
— a PHASE0 §6/§10 substrate amendment in disguise. Resolved
Q24: heuristic runs ONLY when norris_active == true. No
substrate change; interactive `confirm_cmd` semantics unchanged.
CONCERNs:
C1 Skip-budget: consecutive_user_skips counter; 3+ similar skips
escalate to abort/force-proceed prompt.
C2 Algorithm-vs-Q25-resolution contradiction: §4 reordered to
dispatch ALL pending actions before checking GOAL: complete.
C3 Norris-goal eviction: goal embedded directly in the dynamic
system-prompt suffix; survives sliding-window eviction.
C4 Readline use-after-free window: M.bind no longer frees old
callbacks; pin for process lifetime (bounded memory cost).
C5 GOAL: complete matcher: line-level scan, exact match after
trim — substrate-aligned with CMD: rigor.
C6 §4 step 4 tightened: auto_approve does NOT bypass destructive
heuristic; tool_call without auto_approve still HALTs even
when destructive-clear (Norris conservative).
NITs deferred or rolled into pattern table:
- chown root-path pattern tightened (NIT 2 in-line)
- Test corpus expansion noted in §12 commit #1 risk
- Other NITs are wording-level
Status: Plan (review folded). Ready for commit #1 (safety static
patterns) once another review pass clears.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Analyze findings folded into the manifest:
A1. \C-n binding can't toggle mid-prompt without rl_insert_text /
rl_redisplay. Solution: bind those (one cdef + 2 wrappers in
ffi/readline.lua) so \C-n inserts ":norris " at the cursor; user
types goal + Enter. Routes through existing meta dispatch.
A2. broker has no max_tokens passthrough. Add opts.max_tokens for
the LLM second-opinion path (terminates at ~2 tokens; verified
proxy honors it).
A3. Phase 2 tool-sub-loop pattern IS the planner shape. safety.norris_step
is the per-iteration extraction; driver loop in repl.lua.
Module-changes table (§3) updated with the rl_insert_text and
max_tokens rows.
Baseline doc (PHASE3-baseline.md, 80 lines) captures:
- LLM second-opinion latency: 425-1162ms per probe, all 5 test
cases correct. Worst-case 16-step Norris = ~20s overhead; with
static-pattern fast-path + session cache, ~5s realistic.
- Module pre-state at commit f26cbd9 (Phase 2 tip): LOC + state
per file before Phase 3 edits.
- Six static-pattern Lua-match sanity checks (all correct).
- Carries: aish#15 (still open), aish#14, aish#32/#33.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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>
First commit of Phase 2 per docs/PHASE2.md §12. Three changes bundled:
mcp.lua (new, 153 lines):
- M.connect(url, opts) returns a Session.
- Session:initialize() round-trips initialize + notifications/initialized
+ tools/list. Caches tools for session lifetime (lmcp announces
capabilities.tools.listChanged = false; no refetch).
- Session:list_tools() returns the cached tool list.
- Session:call_tool(name, args) returns (result_table, kind) where
kind ∈ {"ok", "handler_error", "rpc_error", "transport_error"} per
the §4 error split. Folded HTTP-level failure into transport_error.
- Per-server Bearer auth via opts.auth_token or opts.auth_env env-var
indirection.
- Captures protocolVersion mismatch as a warning string rather than
aborting (lmcp doesn't negotiate — N3 in review).
ffi/curl.lua extension:
- Add curl_easy_getinfo to ffi.cdef.
- Pre-cast as getinfo_long; helper get_response_code() fetches
CURLINFO_RESPONSE_CODE (decimal 2097154 = CURLINFOTYPE_LONG | 2).
- M.post now returns (body, status_code) on transport success;
(nil, errmsg) on libcurl failure stays unchanged. Phase 1 callers
reading only the first slot are unaffected.
docs/PHASE0.md §4:
- Insert `mcp.lua` between broker.lua and router.lua per PHASE2.md §9.
- Module-stability invariant clarified: rename prohibition is what
matters; adding new files is additive.
Smoke-test passes for all four kinds against boltzmann lmcp v0.5.4:
- initialize: ok (7 tools cached)
- list_dir /tmp: ok (1.2KB content)
- read_file /nonexistent: ok (boltzmann's baseline §3 quirk —
isError:false even on failure; content is authoritative)
- nope_tool: rpc_error (code=-32601)
- wrong auth: transport_error (HTTP 401)
- unreachable host: transport_error (DNS failure)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Three follow-up NITs from the post-fold-in review:
(1) Disambiguate M.post return shape: (body, status_code) on transport
success regardless of status; (nil, errmsg) on libcurl failure
stays unchanged. Phase 1 callers reading only the first slot are
unaffected.
(2) Note that the M.post extension requires extending ffi.cdef to
include curl_easy_getinfo + CURLINFO_RESPONSE_CODE (decimal
2097154, CURLINFOTYPE_LONG | 2) and a long[1] out-param shim.
Implementation detail the commit #1 author will need.
(3) Move the tool-result content-flattening rule from §12 risk note
into §4 normative spec (forward-referenced both ways) — §4 is
where a future reader looking for the tool-invocation contract
will scan.
No design changes; clarifications only.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Independent review of the formulate+analyze+plan draft surfaced design
gaps that would have shipped as silent bugs. Resolutions applied:
BLOCKERs:
B1 context.lua impact widened — Phase 1 :append asserts content and
discards extra fields. Need (a) shape-per-role assert, (b) preserve
tool_calls/tool_call_id on store, (c) emit from to_messages().
B2 ffi/curl.M.post extended to return (body, status_code). lmcp's
401 returns a non-JSON-RPC body that would have been mis-decoded.
B3 §3 typo schema -> inputSchema.
B4 pending_exec_output × tool-call sub-loop interaction specified.
B5 §3/§12 broker dependency contradiction — broker takes opts.tools
from caller; no layering inversion.
CONCERNs:
C1 M.chat return polymorphism dropped (no consumer).
C2 tool_calls[].index absent fallback: default to 0.
C3 Re-injection stores accumulated text, not hard-coded empty.
C4 :mcp connect failure: no auto-retry, status-log once.
C5/C7 JSON-RPC error AND argument-parse failure both synthesize a
role:"tool" turn — keeps strict-template alternation legal
exactly the way PHASE0 §6 demanded for exec output.
C6 §9 confirms §4 amendment is additive (preserves §3 invariant).
NITs:
N3 protocolVersion fallback (lmcp doesn't negotiate).
N4 Alternation assert in Context:append.
N7 Model-routing bug filed as aish#23.
N8 Day-one fallback test for use_tool_role=false in commit #3.
Manifest status: Plan (review folded). Status line and Resolutions
sections updated; commit-by-commit roadmap reflects revised specs.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Bottom-up: mcp.lua → safety.lua → context.lua → renderer.lua → broker.lua
→ repl.lua → config.lua. Same cadence as Phase 0/1.
Risks called out explicitly:
- Empty tools array → omit field entirely (some servers reject [])
- isError:false on actual failure (baseline §3 finding) → pass content
through regardless; let model read error text
- JSON-RPC error from tools/call → aish status only, no tool turn
appended, no model recovery
- max_tool_depth=8 cap on tool-call sub-loop
- Argument JSON streaming may yield malformed JSON → status warn + skip
- Q18 fallback (use_tool_role=true default; prefix-injection plumbed
but dead-coded; verify can flip)
- Connect-at-startup is sequential (~30ms × N); fine for N≤3
Two items left open for review: Q18 default flip vs ship-true-flip-on-fail,
and whether :mcp connect should re-fetch tools after the initial cache.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Phase 7 (verify) anchor. Captures:
- MCP RPC round-trip timings against boltzmann lmcp v0.5.4 (all sub-100ms
on LAN; LLM is the latency floor, not the transport).
- 6 fixture responses saved to /tmp/aish-baseline/ covering initialize,
notifications/initialized, tools/list, tools/call success, isError,
and JSON-RPC unknown-tool error.
- Baseline design finding: boltzmann's read_file returns isError:false
even on failure (error text in content). aish should treat content as
authoritative, isError as advisory; feed both to the model. PHASE2.md
§4's "pass-through" stance already accommodates; no manifest amendment
needed.
- Streaming tool_calls delta shape verified against hossenfelder; matches
PHASE2.md §5.
- Pre-MCP aish behavior snapshot: loaded model emits markdown code-fence
ignoring the CMD: contract — once MCP tools exist the model gets a
structured path that doesn't depend on prose-formatting compliance.
- Module pre-state at Phase 1 head 5878f73: LOC + capability snapshot
per module so Phase 2 diff has a reference frame.
- Two boltzmann-proxy blockers (SSE buffering, model-field routing)
carried explicitly into Phase 7.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Live-probed against lmcp v0.5.4 (boltzmann) + hossenfelder broker proxy:
Transport simpler than spec:
- lmcp only implements POST-per-RPC with Connection: close; no held-open
SSE channel. Combined with capabilities.tools.listChanged=false, no
client-side listener is needed in v1. Drops the planned M.get_sse
addition to ffi/curl.lua — Phase 1's M.post covers MCP.
Bearer auth is universal across the fleet — config schema grew
auth_token (literal) and auth_env (env-var indirection) fields per
server, mirroring PHASE0 §10's key_env convention.
Streaming tool_calls delta shape verified — accumulator by `index`,
function.arguments arrives as chunked JSON-string. Matches the
formulate-phase assumption in §5.
Resolutions:
Q17 transport abstraction — POST-only, no SSE channel for lmcp.
Q21 error mapping — result.isError (model-recoverable, feed
back as tool turn) vs JSON-RPC error
(unknown method/tool, transport-level).
Q18 role:"tool" turn — accepted at protocol level (live-probed).
Mistral-nemo template verification
blocked by the hossenfelder model-field
routing bug; full closure carried to
Phase 7 verify.
Open-end recorded in §11: the hossenfelder proxy routes every request
to the loaded fast model regardless of model field, blocking Phase 2
testing against mistral-nemo specifically. Parallel to the SSE
buffering issue at marfrit/aish#15; same root (boltzmann proxy code).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
CONCERNs from the Phase 1 review pass:
ffi/curl.lua:
- SSE write_cb body is now pcall-wrapped. A Lua error in on_event (or
in the parse loop itself) is captured into cb_error and surfaced
after curl_easy_perform rather than propagating across the FFI
callback boundary (which LuaJIT documents as process-fatal). The
EOS flush path gets the same shield. Errors return
(nil, "callback: <msg>") from post_sse.
history.lua:
- sh_singlequote() escapes shell metacharacters; the mkdir -p and
ls -1 shell-outs no longer double-quote (where $(...) and $VAR
still expand) — single-quote with embedded-' escaping is the
safe form.
- M.load now returns (turns, meta) instead of (meta, turns). turns
is ALWAYS a table on success, never nil-when-no-header; failure
path is the unambiguous (nil, err). Callers can `if not turns
then` without the previous ambiguity. repl.lua :resume updated
to the new shape.
repl.lua :resume:
- Refuse to resume into a non-empty ctx — silent overwrite was the
Q15 default, but the review surfaced the no-undo / no-warning
failure mode. User must :reset (or :save then re-launch) to
express intent. The current session's on-disk log is unaffected
either way.
NITs:
- ffi/libc.lua READ_BUF: comment noting it's module-shared and
Phase 1 has no reentrant readers; revisit when that changes.
- PHASE1.md §7: \C-x\C-c reservation pinned to Phase 3 ("deferred
from Phase 1 — no consumer here") rather than the previous
dangling "(or here)".
Regression suite verifies:
- history.load new signature on success + failure paths
- shell-quoted history.dir with $ doesn't trip
- aish scripted run: ctx with 2 turns refuses :resume anchor with
a clear status; user must :reset first
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Phase 1 review caught a structural gap: executor.exec only drained the
PTY master fd, never forwarded user keystrokes — vim/less/htop/nano
would render and hang on input. PHASE1.md §5 specified bidirectional
multiplex but only the read leg landed. tcgetattr/tcsetattr were also
missing, so even with input forwarding the parent's line discipline
would buffer until newline (breaking single-key UIs).
ffi/libc:
- struct termios opaque buffer + tcgetattr/tcsetattr + cfmakeraw
- M.set_raw(fd) saves termios + applies cfmakeraw; returns saved or
(nil, err) when fd isn't a tty (scripted / piped-stdin runs)
- M.restore_termios(fd, saved)
- struct pollfd + M.poll (POLLIN constant)
executor:
- multiplex(sess): poll(stdin, master); reads master on any revents
(POLLHUP fires when child closes its slave end, not POLLIN — the
revents != 0 check catches both); forwards stdin keystrokes to
master; loop exits when master read returns 0 (EOF / child gone)
- stdin polling is only enabled when stdin_is_tty (set_raw succeeded);
piped-stdin runs (tests / scripted) would otherwise drain queued
aish commands into the child of the *current* cmd, swallowing them
- raw mode is restored before returning so the user lands back at the
aish prompt in canonical mode
renderer + repl:
- exec_output(out, code) split into exec_begin() (top rule, before
spawn) + exec_end(code) (closing rule with exit, after wait). PTY
multiplex streams the body live to stdout in between; the renderer
never re-prints the body.
PHASE1.md §3:
- tcgetattr/tcsetattr changed from "optional" to "required for
single-key UIs to work — done-criteria #2"; poll added to the libc
row description.
Verified:
- non-interactive smoke (echo / false / exit 7 / ls /nonexistent /
printf multi-line) — all exit codes correct, output streamed live,
a\nb\nc\n preserved byte-for-byte
- scripted-stdin run reaches all expected lines (no stdin draining
into a non-interactive child)
- aish prompt + framed exec block + exit-code line all render in
correct order
Live interactive verification (vim / less / htop in a real terminal)
still needs a user-test pass.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Replaces the Phase 0 io.popen + sentinel-echo exit-code recovery with
forkpty + waitpid via ffi/pty. The §7 amendment paragraph on PHASE0.md
is rewritten to point at PHASE1.md §5 — the workaround is gone, not
just renamed.
User-visible behavioral changes:
- Interactive commands (vim, less, htop, top) now work via $cmd /
:exec / known-command shell paths because the child has a real
PTY for line discipline.
- Exit codes are accurate: `false` -> 1, `exit 7` -> 7, signal kill
-> 128+N (bash convention), shell parse error -> sh's 2.
- Broken-shell-syntax cmd now shows the actual sh diagnostic
(e.g. "Syntax error: end of file unexpected") instead of Phase 0's
"(no output — possible shell parse error)" guess.
- Output normalization: PTY emits CR LF; executor collapses \r\n
-> \n to keep the Phase 0 contract ("output uses \n separators").
Code path:
pty.spawn(cmd) -> drain master_fd until EOF
-> wait() returns ("exit", N) | ("signal", N) | ...
-> exit_code mapped: exit -> N, signal -> 128+N, else -1
Phase 0 invariants intact: `cd` interception unchanged (still libc.chdir
per §3 + §7), `CMD: ` extraction unchanged.
PHASE0.md §7: the "LuaJIT 2.1 popen-close caveat" paragraph is rewritten
to "Superseded by Phase 1" — points at PHASE1.md §5 for the live model.
The illustrative sketch is left in place as historical context.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
User-test surfaced the bug: with `deep` (mistral-nemo-12b) active,
running `list files` -> y on `CMD: ls` -> `Are there directory entries
beginning with "lor"?` returned a Jinja exception:
api: ... Error: Jinja Exception: After the optional system message,
conversation roles must alternate user/assistant/user/assistant/...
Cause: §6 specified "exec output injected into context uses role 'user'
with a prefix tag '[exec output]'." This works for permissive templates
(qwen2.5-coder-1.5b, the `fast` preset) but produces a back-to-back
user/user pair on strict templates that enforce the OpenAI alternation
contract — `[exec output]` user turn followed by the user's actual
follow-up question.
Fix:
context.lua:
- new field `pending_exec_output` (initially nil)
- new method `:append_exec_output(out)` buffers (concat on subsequent
captures so multi-shell-then-ai still merges everything)
- new method `:append_user(content)` flushes buffered exec output as
a `[exec output]\n...\n\n` prefix and appends a user turn
- `:reset()` also clears the buffer
repl.lua:
- run_shell calls ctx:append_exec_output(out) instead of
ctx:append({role="user", content="[exec output]\n"..out})
- ask_ai calls ctx:append_user(text) instead of raw :append; saves
prev_pending so a broker error can restore the buffer for retry
PHASE0.md §6:
- amended the role-injection paragraph to describe the buffer-and-
prepend policy; the §3 invariants list is untouched (this was a §6
design detail, not a locked invariant)
Verification:
- context unit tests cover: alternation after the failing sequence,
multi-shell merge, reset clears buffer, broker-error retry path
- live reproduction against `deep` (mistral-nemo) of the exact
user-reported sequence succeeds; model responds with a sensible
`CMD: ls | grep '^lor'` instead of a Jinja exception
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Three additions to PHASE0.md, all surfaced by the Phase 5 review of
the Phase 0 implementation. No invariant changes; manifest now matches
implementation reality.
§3 — FFI loader fallback paragraph. ffi.load("name") needs the
unversioned `libname.so` symlink that comes with the -dev package.
Phase 0 loaders try unversioned first then versioned sonames so
runtime-only hosts (no -dev) work as-is. Documents the actual
behavior in ffi/readline.lua and ffi/curl.lua.
§7 — LuaJIT 2.1 popen-close caveat paragraph. The §7 sketch had been
showing Lua 5.2's three-return io.popen():close() shape; LuaJIT 2.1
follows the Lua 5.1 ABI and returns just `true`. Phase 0 recovers
the exit status with a sentinel echo (`echo __AISH_EXIT_<tag>__$?`).
Phase 1 PTY+waitpid replaces the hack and the sketch becomes
accurate. Sketch left as-is (it's the right shape conceptually);
caveat now explicit.
§10 — cwd-relative package.path note. Phase 0 prepends `./?.lua;
./vendor/?.lua`, so aish must run from the repo root. Cwd-independent
resolution is a later concern. Also clarifies that --config is strict
(no fallback if the path is unopenable) — matches main.lua post the
review-followup commit.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Captures the JSON-library decision noted as open in CLAUDE.md §6.
dkjson is pure Lua (preserves §3's "no compiled extensions" invariant),
single file, redistributable (MIT/X11). Sourced from Debian's `lua-dkjson`
package (/usr/share/lua/5.1/dkjson.lua, version 2.8) — Debian's curated
copy of the upstream at dkolf.de.
Vendoring (rather than relying on a system lua-dkjson install) keeps
aish self-contained per the §3 "no luarocks packages" invariant: any
host with luajit can run the tree as-is.
PHASE0.md §3 grows one row recording the choice.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Captures three findings from the review of 013c625 ("phase0 amendment:
insert MCP phase 2"). Opening as a PR rather than direct-to-main: the
non-PR-flow convention works fine for autonomous work, but feedback-
required iteration needs a readable medium that isn't the Claude Code
transcript.
§11 phase 2 row: spell out two scope items the original row left implicit —
the system-prompt rewrite to declare the tools schema (Phase 0's `CMD:`
contract is hard-coded into the prompt) and `safety.lua` extension to
gate tool calls (per Q8).
§13 Q6: explicit note that choosing "retire `CMD:`" requires a §3
invariant amendment in the same commit — keeps the substrate-vs-phase
boundary honest. Adds (§3 if retiring) to the impact column.
§13 Q9 (new): MCP system-prompt augmentation locus — static block in
broker.lua / per-request assembly from connected servers / hybrid.
Real architectural call with token-cost tradeoff per option.
§13 Q10 (new): tool-call streaming vs the Phase 1 SSE substrate —
phase-ordering question. Either Phase 2 lands on the blocking Phase 0
broker and refits when SSE arrives, or Phase 1 SSE moves before MCP
so tool-call deltas stream from day one.
MCP/tool-calling lands as a distinct phase, before Norris mode so the
autonomous planner has tools as substrate. lmcp speaks MCP standard
JSON-RPC 2.0 over HTTP/SSE — fits the existing libcurl FFI plan; tool
calls ride the OpenAI-compatible `tools` field on /v1/chat/completions,
so the §6 broker contract is unchanged at the transport level.
§8: tokenization concern bumped Phase 2 → Phase 3 (still tracks Norris).
§11: Norris→3, memory→4, routing→5, tree-sitter→6.
§13: Q1/Q2/Q3/Q5 phase numbers tracked the renumber; added Q6 (CMD: vs
tools coexistence), Q7 (server discovery), Q8 (tool-call auth gate).
No §3 invariant broken. No code touched — Phase 0 implementation per
the locked manifest is still the next move.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
- README, .gitignore, CLAUDE.md (project conventions)
- docs/PHASE0.md — full Phase 0 manifest (locked substrate)
- 10 root .lua modules + 4 ffi/ bindings, all stubs raising NotImplemented
with module-scoped responsibilities matching the manifest
- config.lua wired to current dirac/hossenfelder endpoints (qwen-coder-7b
snappy/32k + cloud via OpenRouter through hossenfelder)
File names match docs/PHASE0.md §4 exactly. Module bodies fill in across
later phases; the tree shape is locked.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
marfrit
claude-noether