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feat(signals): use the personal inbox ranking in prioritizing-my-inbox - #126300
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The skill now calls inbox-reports-for-me once and presents its order, tier, reason and next step. The pool-and-score method moves to references/pool-and-score.md as the fallback for a missing tool, a 404, or an empty unpersonalized list. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Generated-By: PostHog Desktop Task-Id: 96f077e4-6100-4351-818c-f8c59d6c0f25
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Risk: No findings This increment only reflows a sentence in the inbox-reports-list tool description in tools.yaml and regenerates the two JSON schema files to carry the same text. No code, parameters, permissions, or tool behavior changed, so it introduces no new security surface. Sentinel reviewed |
🤖 CI report
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| Root | Eager (shipped) | Δ vs base | Budget |
|---|---|---|---|
entry (logged-out pages, app bootstrap)src/index.tsx |
1.03 MiB · 25 files | no change | █████████░ 90.1% of 1.14 MiB |
logged-out boot: index + App + bootApp (preloaded by every page, including /login)src/index.tsx + src/scenes/App.tsx + src/scenes/bootApp.ts |
3.00 MiB · 623 files | no change | ██████████ 99.0% of 3.03 MiB |
🟡 authenticated shell (every logged-in page)src/scenes/AuthenticatedShell.tsx |
7.12 MiB · 2,468 files | no change | ██████████ 100.2% of 7.10 MiB |
dashboard scenesrc/scenes/dashboard/Dashboard.tsx |
9.97 MiB · 3,734 files | no change | ██████████ 99.6% of 10.01 MiB |
today home pathsrc/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/today/TodayHome.tsx |
7.29 MiB · 2,556 files | no change | ██████████ 99.3% of 7.34 MiB |
AI-first home pathsrc/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/ai-first/AiFirstHomepage.tsx |
7.55 MiB · 2,555 files | no change | ██████████ 99.6% of 7.58 MiB |
events scenesrc/scenes/activity/explore/EventsScene.tsx |
9.41 MiB · 3,510 files | no change | ██████████ 98.1% of 9.59 MiB |
web analytics scenesrc/scenes/web-analytics/WebAnalyticsScene.tsx |
10.37 MiB · 3,777 files | no change | ██████████ 95.7% of 10.83 MiB |
replay detail scenesrc/scenes/session-recordings/detail/SessionRecordingDetail.tsx |
8.17 MiB · 3,026 files | no change | █████████░ 86.3% of 9.47 MiB |
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🟢 src/lib/components/ActivityLog/describers stays out of src/index.tsx
🟢 node_modules/@posthog/brand/dist/generated/hoggies/svg/ stays out of src/index.tsx
🟢 node_modules/@posthog/brand/dist/generated/hoggies/components/ stays out of src/index.tsx
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🟢 src/lib/components/RichContentEditor/ stays out of src/index.tsx + src/scenes/App.tsx + src/scenes/bootApp.ts
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🟢 src/queries/Query/Query.tsx stays out of src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/today/TodayHome.tsx
🟢 packages/quill/packages/charts/ stays out of src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/today/TodayHome.tsx
🟢 products/posthog_ai/frontend/components/tool/widgets/VisualizationWidget.tsx stays out of src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/ai-first/AiFirstHomepage.tsx
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🟢 products/posthog_ai/frontend/api/primitives.ts stays out of src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/ai-first/AiFirstHomepage.tsx
🟢 src/scenes/notebooks/Notebook/notebookLogic.ts stays out of src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/ai-first/AiFirstHomepage.tsx
🟢 src/scenes/session-recordings/playlist/SessionRecordingsPlaylist.tsx stays out of src/scenes/activity/explore/EventsScene.tsx
🟢 src/scenes/web-analytics/tiles/WebAnalyticsTile.tsx stays out of src/scenes/activity/explore/EventsScene.tsx
🟢 src/queries/validators.js stays out of src/scenes/activity/explore/EventsScene.tsx
🟢 src/scenes/web-analytics/LiveMetricsDashboard/LiveWebAnalyticsMetrics.tsx stays out of src/scenes/web-analytics/WebAnalyticsScene.tsx
🟢 products/product_analytics/frontend/insights/trends/WorldMap/countryVectors.tsx stays out of src/scenes/web-analytics/WebAnalyticsScene.tsx
🟢 src/scenes/settings/SettingsMap.tsx stays out of src/scenes/session-recordings/detail/SessionRecordingDetail.tsx
🟢 @jspm/core/nodelibs/browser/fs stays out of src/scenes/session-recordings/detail/SessionRecordingDetail.tsx
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| 1.7 KiB | src/index.tsx |
| 1.7 KiB | ../node_modules/.pnpm/base64-js@1.5.1/node_modules/base64-js/index.js |
| 1.7 KiB | src/lib/utils/bootTiming.ts |
| 1.2 KiB | src/RootErrorBoundary.tsx |
| 949 B | src/scenes/ChunkLoadErrorBoundary.tsx |
Largest files eagerly shipped from src/index.tsx + src/scenes/App.tsx + src/scenes/bootApp.ts
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| 126.8 KiB | ../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js |
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Largest files eagerly shipped from src/scenes/AuthenticatedShell.tsx
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| 239.9 KiB | ../packages/quill/packages/quill/dist/index.js |
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| 126.8 KiB | ../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js |
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| 94.5 KiB | ../node_modules/.pnpm/@tiptap+core@3.20.6_@tiptap+pm@3.20.6/node_modules/@tiptap/core/dist/index.js |
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Largest files eagerly shipped from src/scenes/dashboard/Dashboard.tsx
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| 286.4 KiB | src/taxonomy/core-filter-definitions-by-group.json |
| 239.9 KiB | ../packages/quill/packages/quill/dist/index.js |
| 217.5 KiB | ../node_modules/.pnpm/@posthog+icons@0.39.0_react-dom@18.3.1_react@18.3.1__react@18.3.1/node_modules/@posthog/icons/dist/posthog-icons.es.js |
| 153.8 KiB | ../node_modules/.pnpm/re2js@0.4.1/node_modules/re2js/build/index.esm.js |
| 144.1 KiB | ../packages/quill/packages/primitives/dist/index.js |
| 126.8 KiB | ../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js |
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| 94.5 KiB | ../node_modules/.pnpm/@tiptap+core@3.20.6_@tiptap+pm@3.20.6/node_modules/@tiptap/core/dist/index.js |
| 92.5 KiB | ../node_modules/.pnpm/prosemirror-view@1.40.1/node_modules/prosemirror-view/dist/index.js |
Largest files eagerly shipped from src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/today/TodayHome.tsx
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| 239.9 KiB | ../packages/quill/packages/quill/dist/index.js |
| 217.5 KiB | ../node_modules/.pnpm/@posthog+icons@0.39.0_react-dom@18.3.1_react@18.3.1__react@18.3.1/node_modules/@posthog/icons/dist/posthog-icons.es.js |
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| 126.8 KiB | ../node_modules/.pnpm/react-dom@18.3.1_react@18.3.1/node_modules/react-dom/cjs/react-dom.production.min.js |
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| 94.5 KiB | ../node_modules/.pnpm/@tiptap+core@3.20.6_@tiptap+pm@3.20.6/node_modules/@tiptap/core/dist/index.js |
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| 86.7 KiB | src/lib/api.ts |
Largest files eagerly shipped from src/scenes/AuthenticatedShell.tsx + src/scenes/project-homepage/ProjectHomepage.tsx + src/scenes/project-homepage/ai-first/AiFirstHomepage.tsx
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| 239.9 KiB | ../packages/quill/packages/quill/dist/index.js |
| 217.5 KiB | ../node_modules/.pnpm/@posthog+icons@0.39.0_react-dom@18.3.1_react@18.3.1__react@18.3.1/node_modules/@posthog/icons/dist/posthog-icons.es.js |
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Largest files eagerly shipped from src/scenes/web-analytics/WebAnalyticsScene.tsx
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Largest files eagerly shipped from src/scenes/session-recordings/detail/SessionRecordingDetail.tsx
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✅ Toolbar bundle — eager 2.34 MiB within budget
What the toolbar ships to customer pages, measured from the esbuild output (minified, post-tree-shake). The eager set is the entry plus everything statically imported from it — fetched before any feature runs; deferred chunks load lazily. The eager guardrail is 5.72 MiB. Each output file must also stay below 10 MB, where CloudFront stops compressing it. The module boundary is enforced separately by check-toolbar-graph.
| Metric | Size | Δ vs base | Budget |
|---|---|---|---|
| Eager (shipped) entry + static imports |
2.34 MiB · 19 files | no change | ████░░░░░░ 40.8% of 5.72 MiB |
| Deferred (lazy) | 2.11 MiB · 42 files | no change | n/a — loads on demand |
Loader dist/toolbar.js |
1.2 KiB | no change | █░░░░░░░░░ 6.0% of 19.5 KiB |
Largest eagerly-shipped chunks
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| 261.2 KiB | dist/toolbar/chunk-chunk-3D7VEAC5.js |
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Posted automatically by check-toolbar-size · sizes are toolbar output bytes (shipped, post-tree-shake) from the esbuild metafile
✅ Dist folder size — no change
Total size of the built frontend/dist folder (all assets), compared against the base branch.
Total: 988.16 MiB · no change
ℹ️ MCP UI apps size — 35 app(s), 29122.2 KB JS
Built size of each MCP UI app (main.js + styles.css).
| App | JS | CSS |
|---|---|---|
| debug | 844.3 KB | 211.6 KB |
| explain-chart | 1117.7 KB | 211.6 KB |
| action | 767.7 KB | 211.6 KB |
| action-list | 835.3 KB | 211.6 KB |
| cohort | 766.7 KB | 211.6 KB |
| cohort-list | 834.3 KB | 211.6 KB |
| email-template | 766.6 KB | 211.6 KB |
| error-details | 771.6 KB | 211.6 KB |
| error-issue | 768.9 KB | 211.6 KB |
| error-issue-list | 836.8 KB | 211.6 KB |
| experiment | 832.4 KB | 211.6 KB |
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| feature-flag | 834.7 KB | 211.6 KB |
| feature-flag-list | 838.4 KB | 211.6 KB |
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| llm-costs | 831.1 KB | 211.6 KB |
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| survey | 768.3 KB | 211.6 KB |
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ℹ️ MCP agent API — agent-facing tool changes
What this PR changes for agents, from the tool schema snapshots and tool definitions.
Tools changed (1):
| Tool | Params | Scopes | Annotations | Schema chars |
|---|---|---|---|---|
inbox-reports-list |
description changed |
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PostHog Review · Standard · reviewed 73e1efa: 3 Should fix.
See this review and its findings in PostHog Review. Comment @posthog review --deep for a Deep review. A Deep review takes longer and looks deeper than a Standard review.
| | "Refresh" / "anything new?" | Call again with `refresh: true` | | ||
| | "Only X" | Keep the entries whose title, `reason` or `matched` names X. If few are left, call with `focus` | | ||
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | |
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P2 · Preserve actionable reports without model predictions
When the user requests “things I can fix” and reports are unscored or ranking access is unavailable, requiring a high fix lift removes every such report. get_ranking explicitly returns empty predictions in these states, so this also breaks the fallback for users outside the rollout. Filter by actionability and PR state, using lifts only to order eligible reports.
| | "Only X" | Keep the entries whose title, `reason` or `matched` names X. If few are left, call with `focus` | | ||
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | | ||
| | "What's waiting on me" | Keep entries whose `tier` or `reason` says they wait on the person, `pending_input` reports, and approved pull requests | |
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P2 · Verify personal routing before including reports waiting for input
In the fallback, candidates include project-wide action and theme pools, and pool-and-score.md delegates this filter here. Keeping all pending_input reports and approved PRs labels work awaiting other people as waiting on the caller; those states do not establish personal routing. Check reviewer or claim ownership before including these entries.
| Then call again with a larger `limit` (up to 50) and the same `focus`, and filter again. | ||
| A larger `limit` without `refresh` reads the stored list, so it does not cost a new build. |
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P2 · Avoid rebuilding focused rankings when requesting more rows
When a focused list has fewer than N entries after filtering, this instruction repeats focus while increasing limit. The skill states that every focus call builds a new ranking, so this adds tens of seconds and consumes another rate-limited build instead of reading stored rows. Describe how to expand the existing focused ranking without triggering another build.
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Not approved — this change needs a human reviewer.
Re-add the stamphog label to request another review once you have addressed this.
All three substantive findings from @PostHog remain unaddressed in the current skill text. Address the comments on products/signals/skills/prioritizing-my-inbox/SKILL.md and request another review from @PostHog/team-self-driving before re-requesting.
- PostHog Review (Standard) reviewed the current head: 3 findings, posted on the PR.
- @PostHog on products/signals/skills/prioritizing-my-inbox/SKILL.md:102: The fixable-work filter still requires a high fix lift, excluding actionable reports without predictions. serializers.py:get_ranking returns unavailable or unscored payloads in those cases, and the fallback delegates to this filter. Filter eligibility by actionability and PR state; use lifts only for ordering.
- @PostHog on products/signals/skills/prioritizing-my-inbox/SKILL.md:103: The waiting-for-me filter still includes pending-input reports and approved PRs without checking personal routing. The fallback includes project-wide candidate pools and reuses this filter. Require reviewer or claim ownership before including those reports.
- @PostHog on products/signals/skills/prioritizing-my-inbox/SKILL.md:107-109: Expanding a filtered list still repeats focus, although the skill explicitly says focus initiates a new build. The proposed tool is not implemented in this checkout, so the claim that this reads stored rows cannot be verified. Document a supported way to expand the existing focused ranking without rebuilding.
Gate mechanics and policy version
| Gate | Result | |
|---|---|---|
| prerequisites | ✓ | all clear |
| deny-list | ✓ | no deny categories matched |
| size | ✓ | 4L, 1F substantive, 327L/6F incl. docs/generated/snapshots — within ceiling |
| tier | ✓ | T1-agent / T1d-complex (327L, 6F, single-area, feat) |
| stamphog 2.6.1 | .stamphog/policy.yml @ 73e1efa · reviewed head 73e1efa |
HostHog preview —
|
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Not approved — this change needs a human reviewer.
Re-add the stamphog label to request another review once you have addressed this.
All three substantive concerns from @PostHog remain unaddressed in the current skill instructions. Address those comments before re-requesting, with review from @PostHog/team-self-driving.
- @PostHog, products/signals/skills/prioritizing-my-inbox/SKILL.md:102: The fixable-work filter still requires a high model lift, excluding actionable reports without predictions. serializers.py:2141–2162 confirms ranking can be unavailable or unscored. Use actionability and pull request state for eligibility, with lifts only for ordering.
- @PostHog, products/signals/skills/prioritizing-my-inbox/SKILL.md:103: The waiting-on-me filter still includes pending-input reports and approved pull requests without verifying personal routing. The fallback gathers project-wide candidates and delegates filtering here. Require reviewer or claim ownership before including these reports.
- @PostHog, products/signals/skills/prioritizing-my-inbox/SKILL.md:107–109: Expanding a filtered list still repeats focus, although the skill explicitly says focus calls rebuild rankings. The assertion that increasing the limit avoids rebuilding does not resolve that contradiction. Document a supported way to expand the stored focused ranking without another build.
Gate mechanics and policy version
| Gate | Result | |
|---|---|---|
| prerequisites | ✓ | all clear |
| deny-list | ✓ | no deny categories matched |
| size | ✓ | 9L, 3F substantive, 332L/8F incl. docs/generated/snapshots — within ceiling |
| tier | ✓ | T1-agent / T1d-complex (332L, 8F, two-areas, feat) |
| stamphog 2.6.1 | .stamphog/policy.yml @ a741cd2 · reviewed head a741cd2 |
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | | ||
| | "What's waiting on me" | Keep entries whose `tier` or `reason` says they wait on the person, `pending_input` reports, and approved pull requests | | ||
| | "Just new ones" | Keep entries whose `reason` or `matched` marks them as new. Read a report with `inbox-reports-retrieve` when you need its dates | |
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P2 · Filter new reports by creation date
For “just new ones,” this filter drops recently created reports whenever reason and matched describe relevance without mentioning newness. Those fields explain ranking rather than establish creation time, so the result omits eligible reports. Use created_at against a defined recent window, retrieving dates when the compact report lacks them.
| | "More on X" / "focus on X" | Add a search pool for X, give X matches a large boost | | ||
| | "Just new stuff" | Window to the last 1 to 3 days, sort by `created_at` | | ||
| | "Ignore the model" | Set `model_multiplier` to 1.0 and say so | | ||
| | Anything else | Use the filters in [SKILL.md](../SKILL.md#re-ranking) on the list you hold | |
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P2 · Handle refresh explicitly in the fallback workflow
After falling back because inbox-reports-for-me is missing or returns 404, a user saying “refresh” reaches this catch-all and the main table's instruction to call that unavailable tool with refresh: true. The advertised adjustment therefore fails instead of updating the shortlist. Add a fallback refresh instruction that fetches and scores fresh candidate pools.
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | | ||
| | "What's waiting on me" | Keep entries whose `tier` or `reason` says they wait on the person, `pending_input` reports, and approved pull requests | | ||
| | "Just new ones" | Keep entries whose `reason` or `matched` marks them as new. Read a report with `inbox-reports-retrieve` when you need its dates | |
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P2 · Fetch report dates in bulk for the newness filter
When a user asks for new reports and compact entries lack dates, this instruction requires an inbox-reports-retrieve call per candidate. A 25–50-entry shortlist becomes 25–50 detail requests, loading full reports merely to check timestamps and reversing the tool-call savings. Fetch dated candidates through a bounded list request or include dates in compact entries.
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Moving this to draft: it is blocked on #126250, which adds the Once #126250 merges: rebase, check the field names against the shipped serializer, test against the live tool, then mark ready. |
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Closing as superseded by #130804. That issue makes |
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Reviewed commit: a741cd2fc9
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| | "Refresh" / "anything new?" | Call again with `refresh: true` | | ||
| | "Only X" | Keep the entries whose title, `reason` or `matched` names X. If few are left, call with `focus` | | ||
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | |
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When someone asks for “things I can fix,” this now treats a high predicted fix lift as an eligibility condition instead of checking actionability: immediately_actionable. A report requiring human input can pass despite being blocked, while an immediately actionable but unscored report is excluded. The backend's actionable view explicitly checks the actionability judgment (products/signals/backend/views.py, _apply_signal_report_inbox_view_filter); a forecast does not replace that judgment. This also affects the fallback, whose re-ranking instructions delegate to this table. Restore the actionability check and use the lift as a ranking preference rather than a hard filter.
Useful? React with 👍 / 👎.
| | "Only X" | Keep the entries whose title, `reason` or `matched` names X. If few are left, call with `focus` | | ||
| | "Skip digests" / "skip scout Y" | Drop entries by title pattern or scout name | | ||
| | "Things I can fix" | Keep entries with no pull request and a high `fix` lift | | ||
| | "What's waiting on me" | Keep entries whose `tier` or `reason` says they wait on the person, `pending_input` reports, and approved pull requests | |
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When someone asks “what's waiting on me,” this instruction now keeps every pending_input report, dropping the previous requirement that it be routed to that person. This produces incorrect results in the fallback: theme-search and newly-created candidate pools are project-wide, so they can include reports waiting on a coworker. The backend explicitly distinguishes this case in products/signals/backend/briefing_reports.py: _relation_to_person assigns WAITING_FOR_YOU only when both names_me and PENDING_INPUT hold. Preserve that routing requirement here, rather than treating status alone as evidence that the requester owes an answer.
Useful? React with 👍 / 👎.
Problem
inbox-reports-listcalls plus an activity summary call, and pay the tokens.Warning
Do not merge before #126250 ships the
inbox-reports-for-metool. Until then, every run takes the fallback path.Closes #126251
Origin
Changes
inbox-reports-for-mecall. The skill shows its rank, tier, reason, next step, model lifts and list age.focus, "refresh" sendsrefresh: true. Filters such as "skip digests" or "things I can fix" work on the list the skill already holds.references/pool-and-score.md. It runs only when the tool is missing, returns 404, or returnspersonalized: falsewith no results.products/signals/mcp/tools.yaml,inbox-exploration, andproducts/signals/skills/AGENTS.md.How did you test this code?
hogli lint:skillspasses. Its warnings are all on other skills.Test rationale: skill text only; no code path to test.
Release status
Docs update
🤖 Agent context
Autonomy: Fully autonomous
Agent: PostHog Desktop (Claude Code), claude-opus-5-5
Skills:
/writing-skills,/writing-pr-descriptionsMore context for AI agents
SKILL.mdstays short; the main path no longer loadsscoring.md.tier,matched,folded) against the real serializer.SKILL.md, as compact rows may not carry every field a filter needs.Created with PostHog Desktop from this inbox report, addressing #126251.
🤖 Generated with Claude Code