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card-tones

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更新时间2026年6月10日 17:42

Render the clawback share card in BOTH tones (neg + pos) as a DESIGN render-only proof — NOT a benchmark result — so the share-card atmosphere (deep-purple LENS_CORE centre, win-only cyan corona, darkened gradients) can be eyeballed in one pass. neg uses a real run's amber regression card (purple core, no corona); pos is a SYNTHETIC fixture built only to exercise the renderer's win branch (purple core + cyan corona) — its number is fabricated, never published. Delegates to the shared preview_card.sh. Use when tweaking the share-card renderer's visuals and you want to see both tones side by side.

安装

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

在 Manus 中运行

来源

zapgun-ai

zapgun-ai/clawback

打开 GitHub 仓库查看创作者相关仓库

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在 Manus 中运行

clawback share-card tone proof

Run .skills/card-tones/scripts/preview_card_tones.sh from the project root. It renders the share card in both tones so a renderer change can be eyeballed in one pass. Design proof only — neither card is a publishable result.

.skills/card-tones/scripts/preview_card_tones.sh <neg-run-dir> <out-dir>
# e.g.
.skills/card-tones/scripts/preview_card_tones.sh runs/L0-headline-haiku /tmp/cardcheck

Writes share_card.neg.{png,svg} and share_card.pos.{png,svg} under <out-dir>.

The two cards

neg — a REAL run's amber regression card: the deep-purple core with the corona tone-gated OFF.
pos — a SYNTHETIC win card, built only to exercise the renderer's pos branch (purple core plus the faint cyan corona). It borrows the neg run's bare chart and carries a fabricated positive-token summary purely so the graph and lens-flare compose — the number is a render fixture, never a published metric. Staged in a temp dir and removed on exit.

Depends on

The shared .skills/scripts/preview_card.sh (walks Chrome → sips → SVG-only), which is the single card renderer the preview_card and finish skills also use.

同仓库更多 Skills

同仓库

zapgun-ai/clawback

Run a counterbalanced A/B knob block end to end and produce a report. Orchestrates the whole validation loop the other skills do piecemeal — for each arm it starts a clawback proxy with that arm's knobs and its OWN --state file (fresh SESSION KEY, no clawback-side carry-over), drives N turns of load through it (pty or replay driver), stops it, then analyzes the per-arm turn-logs and renders the charts. No cache-salt: production forwards none, so neither does the harness. Default block is A0 (passthrough baseline) vs A5 (recommended stack); the analyzer pools all passthrough turns into the baseline and compares each treatment arm against it, so the block must include A0 and may carry several treatment arms at once. Use this to run the full A/B runbook in one command. The pty driver spends real Anthropic tokens (one run per arm) — pin --model.

2026-06-104

armstat

zapgun-ai/clawback

Fast, read-only per-arm turn-log summary — billable turn count, httpStatus tally (catches rate-limiting / non-200s mid-run), cache_read/creation sums with the ephemeral 5m-vs-1h split (a direct knob-sanity check: A2/A3/A5 should show ephemeral_1h > 0, A0/A1/A4 should not), token-weighted hit rate, and thinkingBudget. Unlike the heavyweight `bench` analyzer it does no bootstrap/CI/pricing, so it is cheap to run at each arm boundary WHILE a suite is still in flight. Safe on a live, actively-appended NDJSON file (a partial trailing line is skipped). Use it to spot-check a just-finished arm before the next one starts.

2026-06-104

bench

zapgun-ai/clawback

Analyze clawback turn-logs (NDJSON) to compare treatment vs passthrough arms. Produces report.md, report.csv, summary.json, manifest.json. Headline is billable input tokens reclaimed per turn (full-rate quota saved, no pricing) with a bootstrap 95% CI; per-turn $ and hit-rate are a demoted cost appendix, all stratified by inter-turn gap bucket. Use after the operator has collected counter-balanced windows.

2026-06-104

capture

zapgun-ai/clawback

Capture a REAL Claude Code /v1/messages body as a replay fixture, so the HTTP replay arm (.skills/replay) faithfully reproduces Claude Code's cache_control breakpoint structure (a hand-authored fixture makes the 1h-TTL knob look like a no-op). Starts a clawback proxy with --capture-body, drives ONE real claude turn through it via the PTY driver, verifies the dump carries cache_control breakpoints, and promotes it to the fixture path. Spends real Anthropic tokens (exactly one turn; pin a cheap model with --model). Use once before replay-based benchmarking, or to refresh the fixture when Claude Code changes its request shape.

2026-06-104

drive

zapgun-ai/clawback

Drive the REAL claude binary through clawback's PTY channel at a scripted inter-turn gap schedule — the faithful load arm. Because the bytes on the wire are produced by genuine Claude Code, this is the only driver that exercises the 1h-TTL nested-cache-control rewrite (arm A2) authentically. Use for headline/moat numbers and to cross-check the HTTP replay arm (.skills/replay). Requires node-pty and a running clawback proxy.

2026-06-104

finish

zapgun-ai/clawback

Turn a benchmark turn-log (or an already-analyzed run dir) into a report the GUI shows right away — runs analyze + plot so summary.json + report.csv AND charts/tokens_saved.svg + charts/tokens_saved.bg.svg all exist. The bare .bg.svg is the share-card PNG background; without it the downloaded/posted card has no chart lines. Also backfills old runs (--all) that predate the .bg.svg output. Use after a manual analyze, or to repair runs whose share PNG renders as a solid card. Pass --card to also bake the share-card PNG to disk (opt-in, best-effort).

2026-06-104

name

card-tones

description

clawback share-card tone proof

.skills/card-tones/scripts/preview_card_tones.sh <neg-run-dir> <out-dir>
# e.g.
.skills/card-tones/scripts/preview_card_tones.sh runs/L0-headline-haiku /tmp/cardcheck

Writes share_card.neg.{png,svg} and share_card.pos.{png,svg} under <out-dir>.

The two cards

neg — a REAL run's amber regression card: the deep-purple core with the corona tone-gated OFF.
pos — a SYNTHETIC win card, built only to exercise the renderer's pos branch (purple core plus the faint cyan corona). It borrows the neg run's bare chart and carries a fabricated positive-token summary purely so the graph and lens-flare compose — the number is a render fixture, never a published metric. Staged in a temp dir and removed on exit.

Depends on

The shared .skills/scripts/preview_card.sh (walks Chrome → sips → SVG-only), which is the single card renderer the preview_card and finish skills also use.