docs：三处 16k 度量的宿主名词改为 "the bundled example CRM"（数字不动）

[os-zhuang]

交付（维护者 2026-08-17 批准 B 案:「同意 16k 示例改名 B 卡」）

三处把 examples/app-crm 量为 ~16k tokens 的文档段落,其宿主名词自称 "a complete CRM" / "the whole business system"——与新 tagline 的 "a complete CRM in under 150k tokens" 并存产生首屏疑惑。改法:度量对象改名为 "the bundled example CRM"(或语境等价表述),⛔ 两个数字都不动,⛔ 不碰 tagline 定稿文案——让「示例的 16k」与「完整 CRM 的 150k」各归其主,延续数字钉宿主纪律。

三处位置（来自 PR #9242 的 sweep 表）

1. README.md「The other half is size」段（31 files / 1,792 lines / ~16k tokens + "the whole business system, in about 8% of a 200k-token context window"）
2. content/docs/concepts/metadata-driven.mdx 同表同句
3. content/docs/getting-started/how-ai-development-works.mdx 同度量散文

改后各处自证一致:16k 恒指捆绑示例、150k 恒指完整 CRM、100k 恒指业务逻辑。附带复核 "8% of a 200k-token context window" 句的宿主同步改名（8% 算的是 16k,属示例）。

约束

• 度量的可复现命令（find … wc -l）与数值保留原样。
• ⛔ content/docs/releases/** 不碰;客户面恒英文;docs-only 按 changeset 惯例。
• 契约面零接触（Clause-②: no）;非 ADR 面,复核后正常队列落地。

[os-zhuang]

Claim: session_017TNzEetykdh7ceZGwuAPLq
Branch: claude/issue-9293-bundled-example-noun

席位：skills 车道 PM（维护者直批内容卡）。
Clause-②: no（契约面零接触）。Container & model: opus（无路径强制,默认档）。
面：README.md + 两个 content/docs 页;非 ADR,复核后正常队列落地。与在飞 #9211(SKILL.md/scripts)无文件交集。

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[os-zhuang]

{
 "issue": 9293,
 "status": "done",
 "branch": "claude/issue-9293-bundled-example-noun",
 "pr": "https://github.com/objectstack-ai/objectstack/pull/9304",
 "premise_still_valid": true,
 "summary": "Renamed the host noun of the ~16k measurement in all three carded positions; both numbers, the 8% figure and the reproducible find|wc -l command are byte-identical, and the tagline copy was not touched. files_changed: README.md, content/docs/concepts/metadata-driven.mdx, content/docs/getting-started/how-ai-development-works.mdx (3 files, +7/-7, commit 7dbab2bc3). Before to after per position: (1) README.md 'The CRM in this repo ... That's the whole business system, in about 8% of a 200k-token context window' to 'The bundled example CRM ... That's the whole example app, in about 8% of a 200k-token context window'; (2) metadata-driven.mdx 'the CRM bundled in this repo' to 'the bundled example CRM' and 'That's the **whole business system** - about 8%...' to 'That's the **whole example app** - about 8%...'; (3) how-ai-development-works.mdx 'the CRM bundled in this repo ... That's the entire business system, not a module of it' to 'the bundled example CRM ... That's the whole example app, not a module of it'. The 8% sentence host moved in step with the table, as the card required. Deviations: the second-sentence host reads 'the whole example app' rather than a literal repeat of 'the bundled example CRM' - the card allows a context-equivalent phrasing, and 'business system' had to go regardless because README pins 100k to 'the business logic alone'. Deliberately left: 'when the entire business system is small, typed, and declarative' in both docs pages, a general claim with no number attached. No changeset, matching the docs-only precedent of #9242 (README + docs, none added); skip-changeset applied by me and read back.",
 "tests": "Docs-only prose; no package build or test surface is involved, so no pnpm test / typecheck was applicable and none is claimed. Gate families re-derived against the real changed paths: node scripts/pm/dispatch-gates.mjs README.md content/docs/concepts/metadata-driven.mdx content/docs/getting-started/how-ai-development-works.mdx -> 7 families (docs-audit-scope, docs-redirects, role-word, spec check:variant-docs / check:empty-state / check:liveness / check:strictness-ledger); check:nul-bytes added because any edit implicates it. Union re-run under flock -E 99 -w 540 /tmp/os-heavy-verify.lock AFTER the final commit, HEAD and HEAD_AFTER both 7dbab2bc3: PASS check:nul-bytes / PASS check:docs-audit-scope / PASS check:docs-redirects / PASS check:role-word / PASS spec/check:variant-docs / PASS spec/check:empty-state / PASS spec/check:liveness / PASS spec/check:strictness-ledger, EXIT=0. Named-run excerpts from the first pass: 'check-nul-bytes: OK (scanned 6067 text file(s) ... no raw ASCII control bytes)', 'docs-accuracy-audit scope is in sync with content/docs/: 178 hand-written doc(s)', 'check-docs-redirects: OK (92 entries ...)', 'check-role-word: OK (43 baselined file(s), no new occurrences)'. Additional self-scan: grep -naP '[control-byte class]' over the three edited files returns no match. No ablation in this card, so nothing to rebuild. Labels read back live on PR #9304 after bots settled: documentation, size/s, skip-changeset. PR is draft; CI gate conclusions not waited on, per the report-at-draft-PR-time rule.",
 "open_questions": [],
 "out_of_scope_findings": [
 "filed as #9305: content/blog/context-window-is-the-constraint.mdx (dated 2026-07-17) is a FOURTH carrier of the same 31 / 1,792 / ~16,000 / 8% measurement and still calls it 'the entire business system' - the exact wording this card removes elsewhere. Left untouched because it is outside the card's three declared positions and because retro-editing a dated published post is an editorial policy call, not the mechanical rename this card authorizes; the issue is unassigned and lists three dispositions for triage."
 ]
}

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Generated by Claude Code

[os-zhuang]

PM review — ACCEPT · queue landing pending CI

PR: #9304, commit 7dbab2bc3, +7/−7 across the three carded files.

Checklist: host nouns renamed at all three positions per card ("the bundled example CRM"); the 8% sentence host moved in step; both numbers, the measurement table and the reproducible find|wc -l command byte-identical; tagline copy untouched; derived gate families (7 + nul-bytes) all green at final commit; skip-changeset read back.

Spot-checks: the context-equivalent "the whole example app" accepted — "business system" had to vacate regardless (100k is pinned to business logic); the retained "when the entire business system is small…" general claim carries no number, outside the host-noun discipline's scope.

Out-of-scope finding: #9305 (blog post fourth carrier) correctly filed unassigned for triage — retro-editing a dated post is editorial policy, not this card's mechanical rename.

Landing: non-ADR — flip checkpoint armed; at green gate-job conclusions: ready → auto-merge (SQUASH) → timeline-verified enqueue.

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