Keep non-cache-controlled appended system text in the Anthropic system field when the cacheable system slab is rendered to images.
Generated by Ora Studio
Vibe coded by ousamabenyounes
Ship Grok 5×8 white/IDS packing and universal IDS/factsheet plumbing while
keeping DEFAULT_MODEL_BASES Fable-only: live pure-image Grok is not
Fable-level; image+factsheet is the working exact path.
Chart shows Grok as a text-window series only (no Grok+pxpipe overlay) and
Fable as the measured pxpipe density point. Add Codex-path quality harnesses
and receipts (multi-seed, fix-matrix, shipped smoke).
Plot characters-held per frontier context window, 2018-2026, ending at
the same Fable 5 1M window read through pxpipe images: a measured ~18M
chars vs the ~4M ceiling every text line converges on.
The chart is generated, not drawn: gen-context-chart.ts measures
chars/vision-token from a live pipeline render at generation time and
derives the 4.6x multiplier from that, so the claim regenerates with
the code it describes. Historical points carry their sourcing as code
comments — including the two a reviewer would check: Gemini 1.5 Pro is
plotted at its June 2024 2M peak (the line honestly dips to 2.5 Pro's
1M), and Sonnet 4 [1m] appears as Anthropic's first 1M window so the
Claude line doesn't imply Fable 5 was first.
Document that savings track uncached bulk the client still re-sends, not
the product name: Codex on /v1/responses is supported; warm sessions with
~98% cached_tokens honestly show low Saved until history collapse fires.
Document the Grok contract: opt-in only; when enabled, production 5x8
plus factsheet rather than looser cells. Point at the eval receipts and
how to read path / cached share / history_reason on the dashboard.
- FINDINGS.md 2026-07-05 entry: capacity argument (misreads are
resolution-bound, receipts from the 2026-06-16 sweep), proposal-by-
proposal rejection table, and three documented follow-up threads
(glyph-style A/B with banked pages, runtime canary + re-fetch,
surrogate-reader pre-flight) for successors.
- docs/NOT-OCR.md: how VLM vision reads renders (patches, not glyphs),
why misses are silent confabulations, and why DeepSeek-OCR-era
skepticism predates the Opus 4.8 to Fable 5 capability jump.
- README: Roadmap now points at the parked state; two new FAQ entries
link to the doc instead of inlining it.
- Wording states observables only: token cost scales with pixel area,
dense text carries more information per token, and computer use
already ships models reading screenshots. No arbitrage/exploit
framing, no claims about pricing intent.
The 'Library use' snippet imported `renderTextToPngs` from "pxpipe", but the
published package is "pxpipe-proxy" and the root barrel (src/core/index.ts)
exports `renderTextToImages`, not `renderTextToPngs`. Both the import
specifier and the function name were unrunnable as written.
- import from "pxpipe-proxy" (matches package.json "name")
- use renderTextToImages, which returns { pages, droppedChars, pixels }
- show pages[i].png (Uint8Array) instead of the stale RenderedImage[] comment
The Node proxy called server.listen(port) with no host, so it bound all
interfaces (0.0.0.0/::) while the startup log printed http://127.0.0.1.
The dashboard is unauthenticated and serves captured request context
(/api/image-source returns the source text rendered into images) plus a
compression kill switch, with access-control-allow-origin: *. On a shared
network that context was readable by anyone who could reach the port.
Bind to 127.0.0.1 by default; add a HOST env to explicitly opt into
all-interfaces exposure (container/host-access use cases), with a startup
warning when bound off-loopback. IPv6 handled: ::1/localhost count as
loopback (no warning) and the startup URL is bracket-formatted. The one
README client example that used localhost is pinned to 127.0.0.1 to match
the IPv4 loopback default on IPv6-first hosts.
Verified: default refuses off-host connections; HOST=0.0.0.0 restores the
previous behavior + warns; HOST=::1 binds IPv6 loopback with a valid
bracketed URL and no warning. typecheck + build pass.
- README: Fable clip as headline demo (Drive link + committed thumb),
verified numbers from the recording: plain $42.21 / 96% context vs
pxpipe $4.51; honest caveat on single-reply format compliance
- ATTEMPTS.md: attempt 1 (invalid run, model-switch pitfall) and
attempt 2 (legibility PASS on fable, format miss documented)
- a.sh/b.sh: prompt fix — numbering starts at filler-000
Collapse old conversation history into rendered PNG sections so the model
reads a compact image instead of re-billed text, while preserving prompt
caching and tool-call behavior. Measures real vs compressed token/cost.
Core:
- GPT history collapse (openai-history.ts): append-only, o200k token-length
sectioning. Sections seal only at a tool-closed boundary (open call-id set
empty), so a function_call and its function_call_output never split across
the collapse cut. Fixes the OpenAI 400 "No tool call found for function
call output with call_id ..." that hit long Responses-API sessions.
- Anthropic cache contract (history.ts): append-only per-chunk rendering;
cache_control markers are preserved/moved, never added; chunk boundaries
align with caller marker seams for byte-stable prefix caching.
- GPT image budget (openai.ts): detail:'original' for gpt-5.x, flagship
vision-multiplier fix, patch cap; schema-strip preserves real descriptions.
- Savings accounting (openai-savings.ts): cached_tokens + vision-token basis.
Model scope (applicability.ts):
- Default imaged scope = claude-fable-5 + gpt-5.6.
- gpt-5.5 and claude-opus-4-8 stay opt-in: same pipeline, but they degrade
reading dense imaged history (gist drift), so silently imaging them by
default is wrong. Promotion is gated on an OCR/recall threshold.
Dashboard: GPT + Anthropic rendering, per-family model toggles, persisted
metrics, thumbnail-expired session UI, reflow/newline handling.
Tests: cache-alignment (GPT + Anthropic), history sectioning + tool-boundary
invariants, savings, dashboard, sessions/restart-restore. 452 passing.
- keepSharp: caller predicate pins exact-match-critical blocks (IDs, hashes,
paths) as text, overriding the chars/token heuristic. Reported via
info.keptSharpBlocks. Never forces imaging; throwing predicate = false.
- emitRecoverable: optional recovery map (block -> original text + provenance)
so a stateful caller can re-inject or re-fetch imaged content. The recover
half of the fidelity contract; documented mitigation for lossy recall.
- edge/Workers-safe: process.env read is typeof-guarded; @napi-rs/canvas moved
to devDependencies (atlas is build-time only, runtime PNG encoder is pure-JS).
- comments: trimmed ~1,640 lines of essay/derivation/changelog narration across
src/ (transform.ts -73%), keeping one-line rationale; deep math points to docs/.
- New exports/types in index.ts + library.ts; +12 tests (keep-sharp, recoverable).
Build clean; 354/354 tests pass.
Tokens are the durable invariant; the dollar figure is a pricing-dependent
consequence that evaporates if Anthropic reprices.
- README: headline + intro now lead with input-token reduction; the
~59-70% end-to-end bill is demoted to a downstream effect 'at current
Fable list prices', with the dollar math pointed to the FAQ
- dashboard: stop claiming Claude's replies are 'never compressed' (false
for any session past keepTail) — scope to latest messages + live output
Demo clip moved to Google Drive (committed copy was too low-res); README keeps the preview thumbnail linking to the Drive video. Restoring the thumbnail also un-breaks the demo image on the npm 0.3.0 page. Version 0.3.0 -> 0.3.1 + CHANGELOG.
Attach the recorded plain-vs-pxpipe demo (cost-ab fix + effective-context recall) plus a poster thumbnail, embedded in a new Demo section with an honest caption (Opus opt-in; demo 2 shows pxpipe surfacing the lossy-count limit rather than fabricating). Fable headline clip to follow when Fable is back.
The library-use constants table still showed the pre-0.3.0 values (DENSE_CONTENT_CHARS_PER_IMAGE 5000, MAX_HEIGHT_PX 1568), contradicting the 'how it works' section and the shipped code. Updated to 1932 / 92160 + DENSE_CONTENT_COLS 384; test count 323->342; 'Fable-5 only' -> 'Fable-5 by default, Opus opt-in'.
- Remove eval/corpus/{sessions,text-blocks}.json from the repo — they are real captured transcripts (file paths, project names, message content). gitignore eval/corpus/; local copies kept for the eval scripts.
- gen_sweep.mjs: replace a hardcoded /Users/<name> absolute import with a relative path.
- README: 'holds ~92k readable chars' -> 'up to ~92k chars' (don't overclaim legibility at the new page density).
- CHANGELOG: note OCR legibility at the larger page size is not independently re-eval'd.
Fable 5 / Opus 4.8 accept up to 2576px / 4784 visual tokens per image, but a
request with >20 images (pxpipe always sends many) is held to the stricter
<=2000px/side rule, so the real ceiling is ~1932x1932 (1928x1928 = 69x69 = 4761
tokens). MAX_HEIGHT_PX 1568->1932; dense tool/history pages now render at
DENSE_CONTENT_COLS=384 / DENSE_CONTENT_CHARS_PER_IMAGE=92160 (1928x1928 full
page) -- fewer image blocks at the same OCR-validated 5x8 cell. The static slab
is unchanged (313 cols / 1573x1280).
Also fixes a regression the code review caught: the break-even gate,
truncateForBudget, and estimateImageCount predicted against the slab geometry
(313 cols / 159 rows) while the dense renderer emits 384 cols / 240 rows, so
large tool_results were truncated far earlier than the 10-image cap required --
silently dropping output that would have rendered. A per-page char budget is
threaded through the prediction chain (defaults to READABLE so the slab and unit
tests are byte-identical) plus a denseGateGeometry helper, so the gate prices the
same page the renderer actually produces.
- ON 47823 / OFF 47824 with own PXPIPE_LOG files: operator session can
never pollute bench measurement (separation by construction)
- resume = skip existing patch files; clean stop on quota errors
- Docker grading documented as proxy-free (no model calls in containers)
- README: mention Pro pilot alongside Lite
Steven Chong