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research: production-seed quote banks for default + security panels#4

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May 21, 2026
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research: production-seed quote banks for default + security panels#4
zhanglunet merged 10 commits into
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claude/review-mba-code-NhoyA

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Summary

  • 11 perspectives now ship a production-seed quotes.md quote bank — the default panel (fusheng / jobs / likejia / wu-jundong / zhang-yiming / leijun) was filled in dff09cb, and this branch adds the 5 missing security-panel quote banks (jensenhuang / satyanadella / renzhengfei / zhouhongyi / zhangmingzheng).
  • 5 security-panel perspectives had their references/research/01..06.md filled from 7-line stubs into ~1,400–2,300 line URL-anchored research, totaling ~8,400 net lines and ~824 unique verified URLs across the branch.
  • Anti-fabrication discipline was strictly enforced: every URL in every quotes.md table is grep-verified to appear in the perspective's own research files (zero orphans); famous "widely attributed" lines that lacked a primary anchor (e.g. "华为没有成功只是在成长", "安全是企业的免疫力", "Our industry does not respect tradition", Reddit "leather jacket" AMA, Bloomberg 1999 "hacker's worst nightmare") were deliberately excluded from quote tables and routed to Paraphrase-Safe Anchors / Source Discipline sections with provenance issues called out by name.
  • Agents caught 5 prompt-preset errors in the research-launch instructions and corrected them in-file: 周鸿祎 高中 (武汉 471 中学 → 郑州九中), Steve Chang 學歷 (東海政治系 → 輔仁數學系), Steve Chang 著作 (《創河》非陳怡蓁書 → 王文華《創業教我的 50 件事》), Steve Chang NASDAQ 上市 (2003 → 1999-07), 周鸿祎+雷军+罗永浩+王兴同框 (未驗證, 標"未能落地").
  • A "WebFetch broadly 403-blocked" environment constraint hit every agent; each handled it by using WebSearch multi-source cross-validation, with methodology disclosure in each file header (no fabricated content from training data).

Branch totals

Commit Content
dff09cb Default-panel + leijun production-seed quotes.md (6 perspectives)
d17ec41 satyanadella research (~1,366 lines, ~195 URLs)
5c7380f jensenhuang research (~2,329 lines, ~190 URLs)
c87ca01 renzhengfei research complete (~1,400 lines, ~92 URLs)
41e53d1 zhouhongyi research complete (~1,642 lines, ~212 URLs)
9112705 zhangmingzheng research complete (~1,640 lines, ~137 URLs)
6cbbd78 Security-panel production-seed quotes.md (5 perspectives)

41 files changed, +8,664 / -156 across 10 commits.

security-cn-global panel readiness

Judge Research Quotes
musk 804 lines (pre-existing) 20 lines (pre-existing)
jensenhuang 2,329 lines 35 lines
satyanadella 1,366 lines 35 lines
renzhengfei 1,400 lines 34 lines
zhouhongyi 1,642 lines 33 lines
zhangmingzheng 1,640 lines 34 lines

Test plan

  • python scripts/validate_panels.py — all 11 panels OK, security-cn-global lists 6 judges
  • python scripts/perspective-tools/check_structure.py — 15/15 perspectives pass structure spec
  • python -m py_compile $(find . -name '*.py' ...) — Python syntax clean
  • find . -name '*.sh' -print0 | xargs -0 bash -n — shell syntax clean
  • bash site/build.sh — site build succeeds (lenovo + chengshi-auto, missing=0)
  • URL provenance: every URL in each new quotes.md is grep-verifiable in the perspective's own references/research/ directory (zero orphans across 5 perspectives)
  • Manual review of the 5 new quotes.md files for tone / Self-conflict note correctness
  • Spot-check a few of the strongest anchors (e.g. Gartner EPP Leader 20 連 PR Newswire 雙錨, Lehigh News Steve Chang 直接引語, Jensen NTU 2023 commencement "Run, don't walk", Nadella Secure Future Initiative 2024-05-03 memo) by visiting the live URLs once outside the 403-restricted sandbox

https://claude.ai/code/session_011Vey5ioHyeDfk5ygT72WTR


Generated by Claude Code

claude added 10 commits May 20, 2026 21:21
Add URL-anchored quote banks for 6 draft-tier perspectives, matching
the format that musk / lixiang / libin / hexiaopeng already ship.
Each quotes.md is a Stage-2 production-seed deliverable: a 4-7 row
table of short anchored fragments + a paraphrase-safe voice-anchor
list, scoped so the LLM can cite without fabricating.

- fusheng     : 6 quotes (36kr 认知三部曲 + jazzyear 反共识 + 36kr 龙虾访谈)
- jobs        : 7 quotes (Stanford / Smithsonian / WWDC 1997 / Folklore /
  Steve Jobs Archive / BusinessWeek 2004); complements the existing
  inline 关键引用 block in SKILL.md, does not duplicate it
- likejia     : 6 quotes (甲子光年 2026-04 + 腾讯新闻 + 36kr)
- wu-jundong  : 7 quotes (EdTech Insiders 2025-12 transcript + Aithority +
  GlobeNewswire + 腾讯新闻 / SSG Medium)
- zhang-yiming: 7 quotes (微博 + 字节 5/7/9 周年演讲 + 知春创新中心 2025-10);
  every row year-tagged because of the 2021-05 → 2025-09 silence window
- leijun      : 7 quotes (Xiaomi 年度演讲 2018-2024 + 央视 / 澎湃 / IT之家 /
  Digitaling / 新浪科技)

All quote URLs are present in the corresponding references/research/
01-06.md files — verified by domain match. No invented URLs.

NOT in this batch (research-stub blocker): jensenhuang / satyanadella /
renzhengfei / zhouhongyi / zhangmingzheng. Their references/research/
*.md files are 7-9 line placeholder stubs with 0 URLs — production-seed
quotes.md is impossible without a research backfill pass first.
6 files filled from 7-line stubs with URL-anchored research:
writings, conversations, expression-dna, external-views, decisions,
timeline. WebFetch was 403-blocked for many Microsoft / major-press
domains during the session — flagged inline as "verification indirect;
cross-confirmed via [recap URL]" rather than fabricated. Known gaps
(Hit Refresh pages, 60 Minutes URL, paywalled WSJ/NYT/FT/Economist
profiles, intra-Microsoft promotion dates) noted in-file as "待补".
6 files filled from 7-line stubs: writings, conversations,
expression-dna, external-views, decisions, timeline. Depth matches
fusheng/musk reference templates. WebFetch 403-blocked for nvidianews,
blogs.nvidia.com, Wikipedia, CNBC, Stratechery, Stanford GSB,
lexfridman.com — agent used WebSearch verbatim excerpts cross-verified
across multiple search results. Books anchored to publisher canonical
pages (Tae Kim Norton 2024-12-10, Stephen Witt Viking 2025). SEC 10-K
+ Mellanox/Arm filings included. Unanchored Reddit AMA + HP "The
Moment" video flagged "尝试访问失败/待补".
In-flight snapshot to guard against container reclaim while 3 research
agents are still running. Each file written is a complete one-shot
Write; the perspectives themselves are still missing trailing files:

  renzhengfei:     3/6 (01,02,03 done; 04,05,06 pending)
  zhouhongyi:      3/6 (01,02,03 done; 04,05,06 pending)
  zhangmingzheng:  4/6 (01,02,03,04 done; 05,06 pending)

Follow-up commits will land the remaining files + quotes.md per
perspective as each agent reports back.
Tail commit completes renzhengfei research after WIP snapshot in
2b2b560. Final totals across the 6 files: ~1,400 lines / ~92 verified
URLs. WebFetch 403 on ~80% of attempts (Huawei official, Wikipedia,
FT, Sina, Caixin); WebSearch multi-source cross-validation used
instead. Anti-fabrication: 网络流传金句 ("华为没有成功只是在成长" /
"垫子文化" / "鸡蛋从外面打破") flagged 一手来源待补; 区分任正非
署名 vs 华为高管署名 (何庭波 备胎转正信); 校正了"任正非著 X"误传.
Cross-references between 01/02/03/06 wired up for panel navigation.
In-flight snapshot. Agent completion reports not yet returned but
files written so far are complete one-shot Writes.

  zhangmingzheng:  6/6 files now modified (full report pending)
  zhouhongyi:      5/6 (01,02,03,04,05 done; 06 pending)

Container-reclaim safety net. Final commits with agent reports +
quotes.md to follow.
Tail commit completes zhouhongyi research after WIP snapshots in
2b2b560 + 6bd39f7. Final totals: ~1,642 lines / ~212 unique URLs
across the 6 files. WebFetch 403 across CN media (Sina/Yicai/36kr/
360.cn/ISC/Weibo) — agent used WebSearch multi-source cross-validation
with methodology disclosure in each file header.

Prompt-preset corrections by the agent (anti-fabrication discipline):
  - 高中: "武汉 471 中学" (my preset) → "郑州九中" (mainstream sources)
  - "周鸿祎+雷军+罗永浩+王兴四人同框" preset: unverified, flagged
    "未能落地" in 02-conversations §8.

网络流传金句 ("安全是企业的免疫力" / "看不见的攻击才是最可怕的攻击")
flagged 一手来源待补 in 03-expression-dna §6. 3Q 大战 + 与马化腾/傅盛
高争议话题严格只引本人公开表态.
Agent still polishing pre-report. Net -49 lines as agent tightens
05-decisions and 06-timeline. Final commit + report to follow.
Tail commit completes zhangmingzheng research after WIP snapshots in
2b2b560 + 6bd39f7 + 313fb95. Net -215 lines (agent tightened the
files after first-pass writes). Final totals: ~1,640 lines / ~137
unique URLs across the 6 files. WebFetch 403 across the whole session
(Wikipedia/天下/博客來/Trend Micro 官網) — agent used WebSearch
snippets with [錨]/[單錨]/[待驗]/[衝突] strength tags.

Prompt-preset corrections by the agent (anti-fabrication discipline):
  - 學歷: "東海大學政治系" (my preset) → 輔仁大學數學系 1977 → Lehigh
    CS 碩士 1979 (Wikipedia ZH/EN + Lehigh News agreed)
  - 著作: "《創河》陳怡蓁談若水" (my preset) → 實際《創河》是溫肇東/
    蔡淑梨學術書與張陳家無關; 若水權威書是王文華《創業教我的 50 件
    事》(天下文化 2012)
  - 上市: "2003 NASDAQ ADR" (my preset) → 1999-07 (timeline:
    1998-08 JASDAQ → 1999-07 NASDAQ ADR → 2000-08 TSE 主板)

Strongest anchors: Gartner EPP Leader 20 連 (2002–2025, PR Newswire
double-anchored), Lehigh News "first Taiwanese-founded software
company" direct quote, bnext 61287 孔雀羽毛+空椅子 direct quote,
SEC 6-K 2005 接班記錄.
Adds production-seed quote banks for the 5 security-panel perspectives
whose research files were filled in this branch:

  jensenhuang   35 lines  7 URLs   8 quote-table rows
  satyanadella  35 lines  12 URLs  8 quote-table rows
  renzhengfei   34 lines  8 URLs   8 quote-table rows
  zhouhongyi    33 lines  7 URLs   7 quote-table rows
  zhangmingzheng 34 lines  8 URLs   8 quote-table rows

Every URL in every quote table is grep-verified against the
perspective's own research files. Self-conflict notes (--panel-drop
<slug>) included per security-panel YAML rule. Famous "widely
attributed" lines that the research files flag as 一手来源待补 /
"treat as direct quote pending physical anchor" were deliberately
excluded and moved to Paraphrase-Safe Anchors / Source Discipline
sections, with provenance issues called out by name:

  - Jensen: Reddit "leather jacket" AMA, Don Valentine "worst pitch"
  - Satya: "Our industry does not respect tradition" (Goodreads-only),
    Hit Refresh page-numbered quotes (待实体书)
  - Ren: 何庭波"备胎转正"信 (not Ren), "鸡蛋从外面打破" /
    "垫子文化" / "狼性文化" (一手锚待补)
  - Zhou: "安全是企业的免疫力" / "看不见的攻击才是最可怕的攻击" /
    "免费杀毒是中国互联网最伟大的发明" (全部未锚定)
  - Steve Chang: "站在浪頭上" / "3CiT" / "A Safer World" /
    Bloomberg 1999 "hacker's worst nightmare" (付费墙)

With this, all 11 perspectives whose research was filled in this
branch now have production-seed quote banks; the security panel is
ready for MBA Phase 4 use.
@zhanglunet zhanglunet merged commit 66cc263 into main May 21, 2026
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