f0bccdec48636248b437e0abfcf3f2ea875caaaf
37 Commits
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 marfrit
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f0bccdec48 |
docs/PHASE7: analyze — probe broker surface + resolve Qs in-place
Status: Formulate -> Analyze (tree at |
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marfrit
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3bad07b2da |
docs/PHASE7: formulate — cost / usage observability
Phase 7 formulate manifest + PHASE0 §11 amendment to add the Phase 7
row (substrate amendment per CLAUDE.md §3, lands in the same commit).
Four pillars:
1. Usage capture in broker.chat_stream — extract `usage` from the
final SSE chunk (OpenAI streaming spec with `stream_options:
{include_usage: true}`). Surface via new on_delta("usage",
payload) kind. broker.chat returns (text, usage) — backward-
compat: existing callers ignore the second value.
2. Per-session accumulator on ctx — ctx.usage_totals[model][category]
tables (categories: main / delegate / summarize / memory_summarize
/ probe / norris, tagged at the call site via opts.category).
:reset preserves usage_totals (R8 parity with memory_items /
project). Session JSONL gains an optional `usage` field on
assistant turns for after-the-fact analysis.
3. :cost meta surface — :cost (summary), :cost detail (per-model +
per-category breakdown), :cost reset (zero the meter). Pure-Lua
read of ctx.usage_totals; no broker calls.
4. Optional warn thresholds — cfg.cost.warn_at_dollars /
warn_at_tokens emit a one-shot status when crossed. Default off;
useful with cloud presets configured.
Doc covers scope + done-when criteria, tech decisions table, module
changes, per-pillar deep dive with code sketches, UX surface, out of
scope, risks, 6 open questions to resolve in analyze.
Open at formulate:
Q-C1 — provider-without-usage handling (local llama.cpp probably)
Q-C2 — cross-session persistence (defer to phase 8)
Q-C3 — categories closed-set vs free-form
Q-C4 — does hossenfelder forward stream_options to all backends?
Q-C5 — warn fires on the call that crosses, or the next one?
Q-C6 — :reset clears cost_warn_fired too, or only :cost reset?
Scope confirmed via AskUserQuestion: cost/usage observability
(chosen over project-local config overlay and session search/tag).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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ac58b19da2 |
config + docs/PHASE6: example block + status -> Implement (Phase 6 commit #6)
R9-resolved single-owner of the status bump (commit #5 didn't touch PHASE6.md per the review fold-in). config.lua: - Commented-out `project = { auto_tree, tree_depth, tree_max_chars }` block with the same shape as the Phase 1-5 example blocks. - Note that :diff / :tree / :highlight all work without config; the `project` block ONLY controls the startup auto-inject. - Note about :highlight v1 having no config flag (runtime-only), cross-references the in-REPL install hint. docs/PHASE6.md: - Status header bumped: "Plan + review fold-in" -> "Implement" - Lists the 6 implement commits in the header for traceability: |
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marfrit
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261b230be8 |
docs/PHASE6: review fold-in — 2 BLOCKERs resolved, 7 CONCERNs, 6 NITs
Independent agent review of PHASE6 (manifest + baseline + plan at
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marfrit
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4407029296 |
docs/PHASE6: plan — fold B1/B3/B4 + add §12 commit roadmap
Status header: Analyze -> Plan.
Baseline findings folded into the design sections:
§1 (highlighter pillar) gains B4: tree-sitter absent on every
probed host; :highlight on emits install-hint when missing.
§4 (highlighter sketch) revised per B3: io.popen():close() doesn't
expose exit codes in LuaJIT. Route via executor.exec("cat tmp |
tree-sitter ...") which uses pty.spawn+waitpid and returns code
reliably. Tmpfile design retained (avoids ARGMAX + shell-escape).
§5 (:diff impl + @<r1>..<r2> retry) revised per B1: every git
invocation must use `--no-pager -c color.ui=never` to suppress
the color/keypad/line-clear escapes forkpty triggers. Factored
recommendation: helper `_git_clean_cmd(subcmd)` shared by :diff
and the @-mention diff retry.
New §12 Implementation Plan — 6 commits, bottom-up:
1. context.lua: ctx.project + compose_project + composition order
2. repl.lua: _scan_project_tree helper + :tree meta
3. repl.lua: :diff meta + _git_clean_cmd helper (B1)
4. repl.lua: expand_mentions tiered resolution (@<r1>..<r2> per A6)
5. renderer.lua + repl.lua: tree-sitter detect + fence filter +
:highlight meta (B3-revised tmpfile dispatch)
6. config.lua project example + status -> Implement
Per-commit risk index + smoke criteria. Highlighter (commit 5) is
the largest experimental surface — placed last so the rest of Phase 6
ships even if highlighter slips. Order is independent enough that
swapping 3<->4 or 5<->6 doesn't break anything; bottom-up keeps each
commit individually green.
Things deliberately not split: _shq reuse, lang map duplication for
v1, streaming-rehydration order (rehydrate -> highlight -> emit
inherits naturally from existing chunk pipeline).
Two items open at plan time, resolve at implement: _scan_project_tree
dir-arg vs hardcoded getcwd; :highlight status probing
tree-sitter --print-langs.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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9f50206ca6 |
docs/PHASE6-baseline: substrate probes ahead of implementation
Six findings from probing the world before tree-sitter / diff / project
tree implementation lands:
B1. `git` subcommands through executor.exec emit ANSI color + DEC
keypad/line-clear escapes by default (forkpty enables interactive
mode). `:diff` impl MUST use `git --no-pager --color=never <args>`.
Same flags apply to any future git verbs.
B2. SSE chunk size envelope: local llama.cpp delivers tiny chunks
(median 4 chars, max 13) AND splits code fences across boundaries
(`'``'` then `'`'`). Cloud (Anthropic via OpenRouter) delivers
big chunks (median 26 chars), fences intact. The §4 fence-aware
filter accumulator design covers both — confirmed necessary by
local-model behavior.
B3. **LuaJIT io.popen():close() does NOT return exit codes** — Lua
5.1 contract, not 5.2+. Breaks the A4 highlighter resolution.
Revised: route via `executor.exec("cat tmp | tree-sitter ...")`
which uses pty.spawn + waitpid and returns (out, code) reliably.
B4. tree-sitter CLI absent on both probed hosts (noether, higgs).
Highlighter is opt-in by design; absent-CLI path should emit a
clear install hint, not silently no-op.
B5. Project-tree envelope: aish 32 files / 449 chars; similar local
repos 15-25 files; scan time ~1-5ms. The 4096-char default cap
accommodates ~290 typical paths. Large repos handled via
tree_depth or cap tuning per existing §9 risk row.
B6. os.tmpname returns POSIX /tmp/lua_XXXXXX paths; acceptable for
the B3-revised tmpfile-roundtrip pattern.
No structural changes to formulate/analyze. B1, B3, B4 will fold into
PHASE6.md §4 / §5 / §1 during plan.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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ad52fe4538 |
docs/PHASE6: analyze — substrate probes + Q resolutions in-place
Analyze pass against tree at
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marfrit
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f596743834 |
docs/PHASE6: formulate — tree-sitter highlight + diff + project tree
Phase 6 formulate manifest. Three pillars per PHASE0 §11 row 6:
1. Tree-sitter syntax highlighting hooks
External `tree-sitter` CLI when present, no-op otherwise.
Honors PHASE0 §3 (no compiled extensions). Toggleable
at runtime; off by default so existing UX is unchanged.
2. Diff-aware code injection
:diff [args] meta + @<ref1>..<ref2> @-mention extension.
Shells out to `git diff`; output flows through the existing
exec-output context channel.
3. Project-level file-tree context
:tree meta + optional cfg.project.auto_tree startup inject.
git ls-files in a repo, find fallback otherwise. Composed
into the system prompt as a new [project] block between
[background] and [earlier summary]. Suppressed under Norris
(R-C1 / R-C4 parity).
Module changes: renderer.lua (fence-aware highlight filter), context.lua
(compose_project), repl.lua (3 new metas, 3 new helpers, expand_mentions
extension). No new module files in v1.
Doc covers: scope + done-when criteria, tech decisions table, module
changes table, per-pillar deep dive with example code, UX surface
summary, out-of-scope list, risks, and 6 open questions to resolve
in analyze (Q-H1/Q-H2 highlighter, Q-D1/Q-D2 diff, Q-T1/Q-T2 tree).
Scope confirmed via AskUserQuestion: all three subsurfaces in scope;
tree-sitter approach is external CLI w/ no-op fallback.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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2e389c1475 |
docs/PHASE5: review fold-in — callback signature, Norris suppression, cost defaults
Independent review found 1 BLOCKER + 5 CONCERNs + 4 NITs. Resolutions:
B1 BLOCKER: summary callback signature was inconsistent across §3 and §6.
Canonical now: summarize_fn(prior_summary, evicted_turns) -> string|nil
dispatching on the two args:
(nil, [turns]) — first-time summarize
(str, [turns]) — additive (extend prior summary with new evictions)
(str, nil) — compress (re-summarize the prior summary itself)
C1: re-summarize trigger now uses the (str, nil) compress signal
rather than degenerate (str, {}).
C2: routing decision is taken once on entry to ask_ai. The chosen
active_cfg is used for every tool-sub-loop iteration. Original
active_cfg restored after ask_ai returns.
C3: AUTO-routing does NOT fire inside the Norris loop. Model fixed
at :norris launch time; planner stays on it for every iteration.
Q39 resolved. Per-iteration fallback still gated by
cfg.routing.fallback — retries the failing call against cloud
without permanently switching the planner.
C4: Summary block suppressed in Norris (mirrors Phase 4 R-C1 for
the [background] block). Both are "earlier context" the planner
generally doesn't need.
C5: Fallback pattern coverage expanded — added HTTP 408 (Q41
resolved) and "Operation timed out" (libcurl version variant).
Dropped "HTTP response code said error" from A2 — FAILONERROR
was removed in Phase 4
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marfrit
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555fdd7717 |
docs/PHASE5: analyze — surface clean, summary lives on ctx.summary not turns
A1. router.lua surface clean; classify_model is a natural sibling of
classify. No structural refactor.
A2. broker error message shapes confirmed: all transport errors carry
"transport: " prefix; "api: " for SSE-framed semantic errors;
"broker: " for config bugs. Fallback matcher must strip the prefix
before testing — list of eligible patterns tightened in §5.
A3. Q38 RESOLVED — summary doesn't go in ctx.turns (would create
system/system back-to-back, same gotcha as PHASE0 §6 user/user).
Instead lives on ctx.summary (string) and composes into the
system message between [background] and NORRIS suffix. No new
role:"system" turn; no alternation risk. §3 + §6 reflect.
Module-changes table updated to specify ctx.summary string field +
the to_messages composition order. Storage shape diagram in §6
rewritten.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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4453b93ab5 |
docs/PHASE5: formulate — multi-model routing + cloud fallback + summarize-on-evict
Phase 5 formulate manifest. Three pillars per PHASE0 §11 row 5:
heuristic-based per-request model routing, single-hop cloud fallback
on local transport failure, and fast-model summarization at sliding-
window eviction time.
Resolutions baked in via §2:
- Routing trigger: per-request in repl.ask_ai, gated by
cfg.routing.auto (default off)
- Classification: pure-Lua heuristics (length, keywords, code-fence
detection, exception markers) — no LLM probe in v1
- Classes: code → deep, reasoning → cloud, default → keep active
- Fallback trigger: string-match on err for HTTP 5xx /
model_not_found / "Connection refused" / DNS / timeout
- Fallback: one retry against cfg.routing.fallback_model (default
"cloud" if configured); status line on every retry
- Summarize: enforce_budget invokes summarize_fn callback wired
by repl.lua to broker.chat with the fast model
- Summary turn: single rolling _summary at turns[1], appended to
on each eviction, re-summarized when it exceeds max_summary_chars
Open questions (Q37-Q42) in §10:
Q37 routing for :ask explicit ask
Q38 summary turn vs system-role alternation
Q39 fallback under Norris (proposal: single-request only)
Q40 summary re-summarize fidelity loss (lossy by design)
Q41 HTTP 408 pattern eligibility (default yes)
Q42 routing inside tool-call sub-loop (proposal: fix at entry)
5-commit roadmap in §11. No new module files; mostly repl.lua and
router.lua growth.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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ffead3986c |
docs/PHASE4: review fold-in — flock for race, Norris suppression, summarizer self-amp
Independent review found 1 BLOCKER + 3 CONCERNs + 4 NITs. R-B1 (BLOCKER): TOCTOU race on memory.jsonl — two aish processes scanning the same file compute identical next_ids. Resolution: flock(LOCK_EX | LOCK_NB) on the fd in M.open_memory, held until close. Bundled into commit #1 (per reviewer: cannot defer because adding flock retroactively means reopening the handle). Requires ffi/libc.lua extension: flock cdef + LOCK_EX/LOCK_NB/LOCK_UN constants + M.flock wrapper. R-C1 (CONCERN, closes Q33): [background] block suppressed when ctx.norris_active. Avoids ~16K of redundant tokens per 8-step Norris run. Norris already anchors via its goal in the NORRIS suffix; memory items rarely change step-to-step planning. R-C2 (CONCERN): summarizer self-amplification — running :memory summarize twice in one session would feed the prior summarize call's assistant turn into the next input. Resolution: operate on the session log file (history.load(session_path)) instead of ctx:to_messages(), and tag prior summarize turns with meta="summarize" so they're filterable. R-C3 (CONCERN, cosmetic): §5 diagram clarified that DEFAULT_SYSTEM_PROMPT already carries the Phase 2 MCP block statically — not a separate dynamic block in v1. NITs N1-N4 folded inline: N1 forget no-op for unknown id surfaces a status N2 path note: memory.jsonl is sibling of sessions/, no collision N3 item-id invariants: id >= 1; meta header has no id; tombstones with non-matching targets are no-ops N4 :memory inject semantics explicit (replace ctx.memory_items from a fresh load + LRU-by-ts truncation) §3 module-changes table grew a new ffi/libc.lua row. §12 commit #1 description tightened — flock work bundled inline. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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marfrit
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2146b909f8 |
docs/PHASE4: analyze — surface confirmed, counter strategy locked
A1. history.lua surface lines up cleanly for the memory additions —
no structural refactor; pure additive functions mirroring the
session pattern.
A2. Counter persistence: scan at open, cache next_id in handle.
O(n) load (n bounded by curation, ~hundreds), no sidecar file.
Persisted ids let forget-tombstones target items even across
restarts.
A3. System-prompt suffix order locked: DEFAULT (carrying Phase 2 MCP
block baked in) → Phase 4 [background] → Phase 3 NORRIS. Token
cost measured: default ~174 toks, +NORRIS ~364 toks, +NORRIS+2KB
background ~865 toks. Well within typical context budgets.
No manifest amendments needed — §3/§5 already match. Findings recorded
inline as Phase 7 anchors.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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bea717534c |
docs/PHASE4: formulate — memory.jsonl + startup injection + :memory meta
Phase 4 formulate manifest. Three pillars per PHASE0 §11 row 4:
memory.jsonl persistent cross-session store, startup context injection
into the system prompt, and the :memory management surface +
opt-in :memory summarize for candidate extraction.
Resolutions baked in via §2:
- Storage: append-only JSONL at <history.dir>/memory.jsonl
- Format: {id, ts, kind, content, tags?, source?}
- Kinds: fact / pref / context (lightly typed v1)
- Forget: tombstone append, resolve at load (set-based)
- Cadence: manual :memory summarize only in v1; auto-trigger Q-listed
- Inject: dynamic [background] block on system prompt, capped at
2000 chars by default; LRU-by-ts selection if over-budget
- Order: DEFAULT → MCP block → [background] → NORRIS suffix
(Norris last so it dominates when active)
New module surfaces:
history.lua M.open_memory / memory:add / memory:forget / M.load_memory
context.lua ctx.memory_items + [background] composer
repl.lua :remember, :memory add/list/forget/clear/inject/summarize
config.lua commented-out memory = {...} example
Open questions (Q31-Q36) tracked in §11:
Q31 auto-summarize trigger (manual v1; auto-on-quit candidate)
Q32 in-place edit vs forget+re-add
Q33 Norris-mode interaction (proposal: both blocks stay)
Q34 split prefs into a dedicated prompt section?
Q35 redaction of sensitive content during summarize
Q36 duplicate detection on :memory add
5-commit roadmap in §12 (history → context → repl → summarize → config).
No new module files. No substrate amendments to PHASE0 — entirely
additive on top of Phase 1's history.lua pattern and Phase 3's
dynamic-suffix pattern in context.lua.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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125f800513 |
docs/PHASE3: re-review NIT fold-in — pipe-to-sh EOL, ci= note, §12 sync
Re-review surfaced one new BLOCKER + two CONCERNs + four NITs. Folded: N1 BLOCKER: `|%s*sh%f[%s]` missed `curl x | sh` (end-of-string canonical wrapper-bypass — Lua's `%f[%s]` requires transition INTO whitespace, which doesn't happen at EOL). Replaced with two patterns each for sh and bash: `|%s*sh%s` (followed by whitespace/args) and `|%s*sh%s*$` (end-of-string). Same for bash. Verified against 18 wrapper-bypass test cases — all canonical idioms now HALT. N2 CONCERN: `ci=true` rule flag had no implementation note. Added one sentence to §5 explaining the matcher lowercases the input string when ci is set. N3 CONCERN: §12 commit #5 description was stale — still said "extends interactive CMD: extraction to consult is_destructive" which contradicts the R-B3 resolution (Norris-only). Rewrote commit #5 description to match R-B3, and bundled the ffi/readline.lua `_bound[seq]:free()` removal into commit #5's scope with explicit "Phase 1 amendment" callout. Same for the §12 risk note that still referenced the dropped behavior change. Other NITs (N4 skip threshold, N5 approved-turn mention, N6 :model swap interaction, N7 commit-attribution wording) are cosmetic and will fold in-flight during implement if material. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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marfrit
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91ddcb005d |
docs/PHASE3: review fold-in — security-layer BLOCKERs resolved
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>
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marfrit
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cf4d79dd9d |
docs/PHASE3: analyze + baseline — \C-n mechanics, LLM latency, module pre-state
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
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marfrit
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b58a842e49 |
docs/PHASE3: formulate — Norris autonomous mode + destructive-op gate
Phase 3 formulate manifest. Three pillars per PHASE0.md §11 row 3:
Chuck Norris autonomous mode (planning loop), destructive-op heuristic
(static patterns + LLM second-opinion), and HALT/confirm protocol.
Resolutions baked in via §2:
Q2 iterative re-plan after each action (not top-down tree)
Action sources CMD: lines AND MCP tool_calls — Phase 2 contract honored
HALT trigger static-pattern hit OR LLM-second-opinion flag
HALT shape 3-way: proceed / skip / abort
Auto-approve under Norris honors Phase 2 auto_approve policy
EXCEPT destructive-op heuristic always wins
LLM second-opinion model the `fast` preset (cheapest)
Norris prompt suffix appended to system prompt while active;
"GOAL: complete" sentinel for done
Key extensions:
- safety.is_destructive: ~20 static shell-idiom patterns + LLM probe;
runs on interactive CMD: extraction too (§9 — replaces bare
confirm_cmd for known-destructive cases). Q24 worth challenging
at analyze.
- safety.norris_step: single-iteration of the planner. Driver loop
in repl.lua. \C-n toggle (real binding, replaces Phase 1
placeholder); :norris <goal> explicit launch.
- renderer.norris_begin/step/halt/end: visual parity with exec
and tool_call frames. Prompt becomes [aish:fast ⚡]> per
PHASE0.md §9.
- context.to_messages dynamically appends NORRIS MODE suffix
when norris_active.
New open questions (Q23–Q30) tracked in §11:
Q23 LLM second-opinion latency budget (caching mitigation)
Q24 interactive CMD: also subject to is_destructive? (proposal: yes)
Q25 GOAL: complete + pending actions in same response — dispatch first
Q26 context preservation on abort/done/budget — all preserve
Q27 :norris continue (resume after abort) — deferred to v2
Q28 side-effect MCP tools not in *__shell/*__write_file patterns
Q29 goal-implies-authorization for destructive ops — no, always confirm
Q30 :norris no-arg vs \C-n share goal-prompt path — yes, trivial
Module-layout (PHASE0 §4) untouched — all changes are growth of
existing files. 6 commits expected at implement.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
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f26cbd9a3a |
phase2 amend: __ separator (Bedrock-safe) + post_sse error diagnostics
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> |
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marfrit
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6c194deea0 |
mcp: JSON-RPC client + ffi/curl status_code; PHASE0 §4 amended
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>
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marfrit
|
f5daa6afc0 |
docs/PHASE2: re-review NITs — M.post shape, getinfo cdef, content flattening normative
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>
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marfrit
|
d3570ccea4 |
docs/PHASE2: review fold-in — 5 BLOCKERs + 7 CONCERNs + key NITs
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>
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marfrit
|
447e430254 |
docs/PHASE2 §12: implementation plan — 7-commit roadmap
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> |
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marfrit
|
c5116bf129 |
docs/PHASE2-baseline: pre-implementation measurements
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
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marfrit
|
5878f7347b |
docs/PHASE2: analyze — lmcp v0.5.4 probed, transport simplified
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>
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marfrit
|
ec6793c93c |
docs/PHASE2: formulate — MCP client + tool-calling bridge
Phase 2 formulate manifest. Three pillars per PHASE0.md §11 row 2: mcp.lua (JSON-RPC 2.0 over HTTP+SSE, target: lmcp), tool-calling bridge (OpenAI tools field <-> MCP tools/call), and the safety.lua authorization gate (per-call confirm + auto_approve policy). Resolves PHASE0.md §13 Q6–Q10: Q6 CMD: + tool-calls coexist; substrate §3 unchanged Q7 config-declared servers + runtime :mcp connect Q8 per-call confirm default, auto_approve policy in config Q9 hybrid system prompt: static frame + dynamic tools body field Q10 streaming-from-day-one on Phase 1 SSE; on_delta widens to (kind, payload) New questions tracked in §11 (Q17–Q22): transport abstraction, role:tool vs prefix injection (mistral-nemo template verification needed), large tool-result handling, parallel dispatch, error mapping, aish-as-MCP-server (parked). §4 module layout amended: mcp.lua slots between broker.lua and router.lua. The amendment is documented in this manifest; the actual §4 table edit lands when implementation starts (Phase 2 implement phase). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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marfrit
|
7d62eb5659 |
review followups: pcall shield, :resume guard, shell quoting, nits
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>
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marfrit
|
1f1065157e |
review BLOCKER: PTY input forwarding + raw mode toggle
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>
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marfrit
|
ee4d7f86d6 |
executor: swap popen+sentinel for pty.spawn (Phase 1)
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>
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marfrit
|
539408f480 |
phase1 formulate: scope, tech decisions, module changes, open questions
Inner-loop Phase 1 (formulate) deliverable for the milestone Phase 1 of
the aish project. Drafts docs/PHASE1.md to specify what lands on top of
the Phase 0 substrate — no code changes, no §3 invariant amendments.
Phase 1 milestone scope per PHASE0.md §11:
1. SSE streaming via libcurl FFI (existing WRITEFUNCTION hook)
2. PTY-backed exec via forkpty(3); replaces popen + retires the §7
sentinel exit-code workaround in favor of waitpid
3. Session persistence as append-only JSONL under
<config.history.dir>/sessions/<utc>.jsonl
4. Readline custom bindings (rl_bind_keyseq); Phase 1 reserves \C-n
as a no-op for Phase 3's Norris consumer
Module growth (no new file names beyond the §4-stubs):
ffi/curl -> M.post_sse(url, body, headers, on_event)
ffi/pty -> M.spawn / read / write / close / wait
ffi/libc -> waitpid + WEXITSTATUS + tcgetattr/tcsetattr
ffi/readline -> M.bind(seq, fn)
broker -> M.chat_stream; M.chat becomes a buffering wrapper
executor -> PTY path; sentinel hack deleted
repl -> :save, :resume <name>, :sessions; streaming render
renderer -> assistant_delta + assistant_flush
history -> open / append / load / list_sessions
Open questions Q11–Q16 (six new) tracked in §10:
- SSE shape uniformity across OpenRouter routes (Q11, Phase 7)
- CMD: highlight-on-stream strategy (Q12, plan phase)
- tty raw-mode recovery on Lua error (Q13, plan phase)
- bind \C-n now or defer to Phase 3 (Q14, plan phase)
- :resume into non-empty context (Q15, plan phase)
- session-log fsync policy (Q16, default close-only; tracked)
Next inner phase is "analyze": for each module change, identify
dependencies + risks + per-commit ordering. Then baseline (capture
Phase 0 behaviors we want to preserve), plan, review, implement, verify,
memory-update.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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marfrit
|
16490e6905 |
fix: buffer exec output for next user turn; alternation for strict templates
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>
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marfrit
|
a76ff664b3 |
phase0 amendment: §3/§7/§10 close review-surfaced manifest gaps
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>
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marfrit
|
2704edd57d |
phase0 amendment: vendor dkjson 2.8 under vendor/
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> |
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 claude-noether
|
e1d1931006 |
phase0 review: tighten phase 2 row + add Q9, Q10, sharpen Q6
Captures three findings from the review of
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marfrit
|
ca8ff107c7 |
docs: fix Phase-N references stale after MCP renumber
Sweep four call-sites pointing at the wrong phase number: - README.md:19 — Norris mode "Phase 2" → Phase 3 (renumbered by |
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marfrit
|
013c6257f2 |
phase0 amendment: insert MCP phase 2, renumber subsequent phases
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> |
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claude-noether
|
4310207738 |
Phase 0: scaffold tree + manifest
- 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> |