[epic] Business feature implementation status tracker (#1 SHIPPED / #2 VISION / #3 PARTIAL)

[LiuShiyuMath]

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  #1 SHIPPED · #2 VISION · #3 PARTIAL    canonical: docs/BUSINESS-FEATURES.md

Business Feature Implementation Status — Epic Tracker

Single tracking issue for the three canonical business features defined in
docs/BUSINESS-FEATURES.md. Status
columns mirror docs/verify/BUSINESS-FEATURE-HARNESS-MAP.md.

Per docs/TRIAGE-AND-SPLIT.md: this is an epic tracking issue created with
the epic label from inception (not retroactively bolted on). Child issues
already exist; new sub-issues should follow ≤50-word FIXEDFLOW template +
grill cycle.

---

Canonical anchor (verbatim)

TeamBrain has three business features: (1) new Claude Code instances no longer make mistakes that previous Claude Code has made; (2) team leaders know in second-level realtime what each teammate's Claude Code instance is doing; (3) video recording and uploading to centralized data storage is easy to use.

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Feature-level status

#	Feature	Status	Third-party harness	LLM-cannot-fake?
1	no longer make mistakes / previous Claude Code	SHIPPED	(a) docs/plans/2026-05-11-feature1-init-judge/judge.md openable-and-usable gate; (b) docs/verify/E2E-LEARNING.md Counterfactual Ablation (scipy.stats.ttest_rel) + byte-level Regression Replay (ADR-0010/0012)	✅ both gates
2	second-level realtime / teammate's Claude Code instance	VISION	plan-only: docs/plans/2026-05-11-feature-2-secondlevel-realtime/plan.md	n/a — harness lands with impl
3	video recording / centralized data storage	PARTIAL	transcript-level capture shipped in auto-capture / team-share; video stream + centralized storage turnkey: no plan yet	n/a — turnkey not started

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Existing open issues attached to this epic

Feature #1 — auto-capture / matcher / init / dogfood (SHIPPED, polishing)

• feat(issue-84-child): V1 真用户 dogfood — Pages live 后 ≥1 陌生用户 TTHW ≤ 5 min #122 — V1 真用户 dogfood: Pages live 后 ≥1 陌生用户 TTHW ≤ 5 min (ready-for-human)
• feat(issue-122-impl): RESCOPE 实现 12 项 — landing → init → Claude Code statusline #326 — RESCOPE 实现 12 项: landing → init → Claude Code statusline (enhancement)
• feat(issue-122-tthw): RESCOPE 真陌生人 TTHW ≤ 300s 录制证据 #327 — RESCOPE 真陌生人 TTHW ≤ 300s 录制证据 (ready-for-human)
• docs(business-features): 4-layer evidence matrix + canned-answer for evidence-asking probe #320 — docs(business-features): 4-layer evidence matrix + canned-answer for evidence-asking probe
• 自动更新速率限制。 #313 — 自动更新速率限制 (bug, grill-ready)
• node，紧急bug，每个对话框会开一个node跑向量模型导致卡死 #315 — node 紧急 bug: 每个对话框开 node 跑向量模型导致卡死 (bug)
• 用户自动更新功能在5.12日更新后失效 #330 — 用户自动更新功能在 5.12 日更新后失效
• 5.12 liboze需测试团队规则传播功能 #332 — 5.12 liboze 需测试团队规则传播功能
• 5.12 liboze需恢复规则闭环（规则触发，规则学习，规则分数升降） #333 — 5.12 liboze 需恢复规则闭环（规则触发, 学习, 分数升降）
• [ready-for-human] J5 完整曲线 N=1..4 manual sample (~30 min, runner.md 已就位) #276 — J5 完整曲线 N=1..4 manual sample (ready-for-human)

Feature #2 — second-level realtime dashboard (VISION → plan in flight)

• [fixedflow] 更新session start hook， 放上用户最感兴趣的几个feature #294 — 更新 session start hook，放上用户最感兴趣的几个 feature
• [fixedflow] ceo无法通过访问http://192.168.22.88:8080/知道每个人在干啥 #304 — CEO 无法通过 http://192.168.22.88:8080/ 知道每个人在干啥
• [fixedflow] 用户反映状态栏不美观 #306 — 用户反映状态栏不美观
• 1.满足leader微管理的需求 #308 — 1. 满足 leader 微管理的需求
• app证明自己能给小b leader提效 #309 — App 证明自己能给小 b leader 提效
• [fixedflow] teamagent 暴露尽可能全的 CC 状态信息（限额/用量/重置/上下文/模型/会话健康） #331 — teamagent 暴露尽可能全的 CC 状态信息（限额/用量/上下文/会话健康）

Feature #3 — video recording + centralized storage (PARTIAL)

• 2. 录音要方便 #310 — 2. 录音要方便
• "recording" namespace collides between Recording Memory and digital-twin audio recorder (CLI confusion: record import vs recording import) #296 — recording namespace 与 digital-twin audio recorder 命名冲突
• teamagent record start on Windows defaults to system loopback while macOS/Linux default to microphone; no --device escape hatch #297 — teamagent record start Windows 默认 loopback / macOS+Linux 默认 mic，无 --device 逃生口
• 0.11.0 dist is missing bin-digital-twin-tap.cjs: install table + CHANGELOG reference a file that is never built, silently dropping the user-level Stop tap #299 — 0.11.0 dist 缺 bin-digital-twin-tap.cjs（install table + CHANGELOG 引用了一个从未 build 的文件）

Cross-cutting (Codex parity / install propagation — supports #1 + #2 + #3)

• Add Codex project hooks to teamagent init #271 — Add Codex project hooks to teamagent init (enhancement, codex, ready-for-human)
• Feat: m5-infect 写入 onboarding 提醒——未装 TeamAgent 的队友先装好再继续 #284 — m5-infect 写入 onboarding 提醒
• research(codex-hooks): map Codex hook registry format + event parity #289 — research(codex-hooks): map Codex hook registry format + event parity
• feat(.codex): commit project-level Codex hook config + adapters #290 — feat(.codex): commit project-level Codex hook config + adapters
• feat(install-hook): parameterize for Codex target + wire teamagent init --target=codex/both #291 — feat(install-hook): parameterize for Codex target + wire teamagent init --target=codex/both
• test(install-hook): Codex install idempotency + non-destruction #292 — test(install-hook): Codex install idempotency + non-destruction
• docs(hooks-status): document Claude vs Codex hook parity #293 — docs(hooks-status): document Claude vs Codex hook parity

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Sub-issue TODO list (to-be-created child issues)

Below is the suggested split for each feature into FIXEDFLOW-ready child issues
(each ≤50-word body + own grill cycle). Maintainer should grill-review before
running /fixed-flow-driver per docs/TRIAGE-AND-SPLIT.md.

Feature #1 — close the loop on what's already shipped

• F1-A — Regression: fix 用户自动更新功能在5.12日更新后失效 #330 (用户自动更新 5.12 后失效) so install propagation is reliable on the rule-learning path
• F1-B — Performance: fix node，紧急bug，每个对话框会开一个node跑向量模型导致卡死 #315 (每个对话框启 node 向量模型卡死) so matcher cost stays sublinear in session count
• F1-C — Coverage: implement 自动更新速率限制。 #313 grill comment (自动更新速率限制) — already grill-ready, can be picked up by /fixed-flow-driver
• F1-D — Dogfood gate: drive feat(issue-84-child): V1 真用户 dogfood — Pages live 后 ≥1 陌生用户 TTHW ≤ 5 min #122 + feat(issue-122-impl): RESCOPE 实现 12 项 — landing → init → Claude Code statusline #326 + feat(issue-122-tthw): RESCOPE 真陌生人 TTHW ≤ 300s 录制证据 #327 to PASS — TTHW ≤ 300s on a fresh stranger box recorded on video
• F1-E — Evidence doc: drive docs(business-features): 4-layer evidence matrix + canned-answer for evidence-asking probe #320 to PASS — 4-layer (CEO / Coder / Machine / LLM-raw) evidence matrix for [codex] organize docs for easier reading #1 fully populated

Feature #2 — turn VISION into a thin slice

• F2-A — Plan freeze: review docs/plans/2026-05-11-feature-2-secondlevel-realtime/plan.md and split into ≥3 FIXEDFLOW child issues (5-channel hook, dashboard live view, ≤1s p95 latency gate)
• F2-B — Channel: ship PreToolUse + SessionEnd event emit alongside existing SessionStart / UserPromptSubmit / Stop (close the 🟦 ─── 🟦 gap)
• F2-C — Dashboard MVP: address [fixedflow] ceo无法通过访问http://192.168.22.88:8080/知道每个人在干啥 #304 — single page that lists each teammate's current Claude Code activity refreshed every ≤1s
• F2-D — Status surface: consume [fixedflow] teamagent 暴露尽可能全的 CC 状态信息（限额/用量/重置/上下文/模型/会话健康） #331 (CC quota / usage / context / session health) into the dashboard data model
• F2-E — Hook UX: close [fixedflow] 用户反映状态栏不美观 #306 (statusline ugly) and [fixedflow] 更新session start hook， 放上用户最感兴趣的几个feature #294 (session start hook show top features) so the visible-side feels intentional, not residual
• F2-F — Verify harness: write the second-level realtime judge harness (third-party LLM probes the dashboard every N seconds, asserts data freshness ≤ 1s)

Feature #3 — open a real plan for the video+storage turnkey

• F3-A — Plan kickoff: open docs/plans/2026-05-1?-feature-3-video-centralized-storage/plan.md with 3-段铁律 (task / expected outputs / judge harness) per docs/HOWTO-PLAN-PR.md
• F3-B — Recorder ergonomics: resolve 2. 录音要方便 #310 (录音要方便) into 1-key start/stop + auto-upload UX
• F3-C — CLI naming: settle "recording" namespace collides between Recording Memory and digital-twin audio recorder (CLI confusion: record import vs recording import) #296 namespace collision between Recording Memory and digital-twin audio recorder (record import vs recording import)
• F3-D — Cross-platform parity: fix teamagent record start on Windows defaults to system loopback while macOS/Linux default to microphone; no --device escape hatch #297 (Windows loopback default mismatch + no --device flag)
• F3-E — Build hygiene: fix 0.11.0 dist is missing bin-digital-twin-tap.cjs: install table + CHANGELOG reference a file that is never built, silently dropping the user-level Stop tap #299 (bin-digital-twin-tap.cjs missing from 0.11.0 dist) — install table / CHANGELOG reference a non-built file
• F3-F — Storage backend: design + plan for centralized upload target (S3? Supabase? user-self-host?) — needs /plan-ceo-review first
• F3-G — Verify harness: third-party LLM probe replays a stranger session video from the shared link and asserts it matches the original prompt/response sequence

Cross-cutting

• X-A — Codex parity: close Add Codex project hooks to teamagent init #271 + research(codex-hooks): map Codex hook registry format + event parity #289-docs(hooks-status): document Claude vs Codex hook parity #293 chain so init propagation reaches Codex users (supports [codex] organize docs for easier reading #1 reach, [codex] fix hard-coded local paths #2 reach, [codex] show statusline contribution metrics #3 reach)
• X-B — Onboarding: close Feat: m5-infect 写入 onboarding 提醒——未装 TeamAgent 的队友先装好再继续 #284 (m5-infect onboarding reminder) so new-teammate flow doesn't drop rule sync

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Coordinator + boundaries

• Coordinator: maintainer @LiuShiyuMath (until reassigned in this issue's comments)
• PR-N boundaries: each child issue above ships as exactly one squash-merged PR; this epic does not ship code itself
• Cadence: per docs/PUBLISHING.md — Publish per 10 PRs; this epic spans ≈3 release branches

Source of truth

• Status table: docs/verify/BUSINESS-FEATURE-HARNESS-MAP.md
• Canonical anchor + grep contract: docs/BUSINESS-FEATURES.md
• Engineering inventory (64-row): docs/PRODUCT-FEATURES.md

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。

[github-actions]

⚠️ FIXEDFLOW (warn-only): 24 小时内未加 grill-ready label。当前为 7 天软提醒期；切到 enforce 后会自动 close。详见 docs/FIXEDFLOW.md。