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A team's page shows how it coordinates: throughput, lead time, hand-off latency, rework and cost per shipped change #10984

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An org team's page now shows how the team coordinates, as two plain lines: one for the last 24 h and one for the last 7 d. The `org_teams` MCP tool returns the same numbers through a new `{ action: "metrics" }`.

shipped production is serving it deploy cca14ac

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An org team's page now shows how the team coordinates, as two plain lines: one for the last 24 h and one for the last 7 d. The org_teams MCP tool returns the same numbers through a new { action: "metrics" }.

What changed

  • src/core/team-metrics.ts (new):

- teamMetrics(ledger, from, to) is a pure function. It takes runs, issues/pulls, reopen events and review decisions, and returns: issues closed per hour, median and p90 lead time, planner→builder and builder→reviewer hand-off latency, rework rate, conflict rate, cost per shipped change, and how many runs were busy on average against the team's slots. A figure the window has nothing to measure is null, and the page shows a dash. - teamLedger reads that data for one team from the database. - teamWindows works out both windows and keeps them for one minute per team. - metricsLine turns one window into a single line of text.

  • How each figure is defined:

- Lead time: from an issue being opened to it being closed. - Planner→builder: from the planner's hand-off (its last run, or the issue it opened) to the first builder run starting. - Builder→reviewer: from the builder's pull to the first review, which is either a reviewer run or a review decision. - Rework: of the issues closed and pulls merged in the window, the share that had changes requested or were reopened. - Conflict rate: the share of runs that went again with reason conflict. - Slots: team members whose role is planner, builder or reviewer, one run each. Plain members don't count.

  • src/web/pages/org.ts: GET /:owner/-/teams/:team has a "How it coordinates" section with the two lines. The time it takes appears as a metrics entry in Server-Timing.
  • src/http/mcp/tools/org_teams.ts: adds action: "metrics", returning { day, week }. Only an org admin can read it, the same as the page. This is an action on the existing tool rather than a new tool, and the size ceilings are unchanged. The tool table in docs/MCP.md was regenerated and the docs have a paragraph on the new action.
  • test/team-metrics.test.ts: a hand-built fixture ledger checks every figure against a known answer. A second set of tests seeds 10k runs and checks the database reads, the one-minute refresh, the page (both lines, best of three loads under 50 ms) and the MCP action.

Look at

  • The 50 ms target is only met once the figures are cached. Working them out from scratch over 10k runs took 60–100 ms in the sandbox, and just reading the 10k rows took 20–30 ms. So the page keeps the figures for one minute per team, and the first view after that minute pays the full cost. Getting the uncached path under 50 ms would need either the sums done in SQL or an index on run(actor_id). I chose not to do either here.
  • Paths differ from the issue. The issue names /orgs/:org/teams/:team, but this repository's org team page lives at /:owner/-/teams/:team, so the figures are there. The issue's MCP team tool is the metrics action on org_teams.
  • The page test is timing-based. It asserts the best of three loads is under 50 ms, which could be flaky on a heavily loaded machine.

Not done

  • No terminal screen for these figures.
  • No figures for the forge-wide crew teams under /settings/teams; only org teams have them.
  • I couldn't update the issue's plan: there was no keep_plan tool in this session.

Checks run: bun scripts/gate.ts, bun x tsc --noEmit and bun scripts/design-lint.ts are clean. These tests pass: team-metrics, mcp-size, mcp-table, mcp-tools, mcp-doc-names-every-argument, mcp-write-scope, mcp-orgteams, mcp-org-teams-waiting, org-team-timing, org-team-rows, confirm-team-remove, no-polling and sole-owner-suspend. scripts/fast.ts named 1,534 test files, too many to run here, so I picked the files above.

Try it: as an org owner, open /<org>/-/teams/<team> and read the two lines under "How it coordinates", or call org_teams { org, team, action: "metrics" }.

🤖 Generated with Claude Code

Closes #572

commented

An org team's page now shows how the team coordinates, as two plain lines: one for the last 24 h and one for the last 7 d. The org_teams MCP tool returns the same numbers through a new { action: "metrics" }.

What changed

  • src/core/team-metrics.ts (new):

- teamMetrics(ledger, from, to) is a pure function. It takes runs, issues/pulls, reopen events and review decisions, and returns: issues closed per hour, median and p90 lead time, planner→builder and builder→reviewer hand-off latency, rework rate, conflict rate, cost per shipped change, and how many runs were busy on average against the team's slots. A figure the window has nothing to measure is null, and the page shows a dash. - teamLedger reads that data for one team from the database. - teamWindows works out both windows and keeps them for one minute per team. - metricsLine turns one window into a single line of text.

  • How each figure is defined:

- Lead time: from an issue being opened to it being closed. - Planner→builder: from the planner's hand-off (its last run, or the issue it opened) to the first builder run starting. - Builder→reviewer: from the builder's pull to the first review, which is either a reviewer run or a review decision. - Rework: of the issues closed and pulls merged in the window, the share that had changes requested or were reopened. - Conflict rate: the share of runs that went again with reason conflict. - Slots: team members whose role is planner, builder or reviewer, one run each. Plain members don't count.

  • src/web/pages/org.ts: GET /:owner/-/teams/:team has a "How it coordinates" section with the two lines. The time it takes appears as a metrics entry in Server-Timing.
  • src/http/mcp/tools/org_teams.ts: adds action: "metrics", returning { day, week }. Only an org admin can read it, the same as the page. This is an action on the existing tool rather than a new tool, and the size ceilings are unchanged. The tool table in docs/MCP.md was regenerated and the docs have a paragraph on the new action.
  • test/team-metrics.test.ts: a hand-built fixture ledger checks every figure against a known answer. A second set of tests seeds 10k runs and checks the database reads, the one-minute refresh, the page (both lines, best of three loads under 50 ms) and the MCP action.

Look at

  • The 50 ms target is only met once the figures are cached. Working them out from scratch over 10k runs took 60–100 ms in the sandbox, and just reading the 10k rows took 20–30 ms. So the page keeps the figures for one minute per team, and the first view after that minute pays the full cost. Getting the uncached path under 50 ms would need either the sums done in SQL or an index on run(actor_id). I chose not to do either here.
  • Paths differ from the issue. The issue names /orgs/:org/teams/:team, but this repository's org team page lives at /:owner/-/teams/:team, so the figures are there. The issue's MCP team tool is the metrics action on org_teams.
  • The page test is timing-based. It asserts the best of three loads is under 50 ms, which could be flaky on a heavily loaded machine.

Not done

  • No terminal screen for these figures.
  • No figures for the forge-wide crew teams under /settings/teams; only org teams have them.
  • I couldn't update the issue's plan: there was no keep_plan tool in this session.

Checks run: bun scripts/gate.ts, bun x tsc --noEmit and bun scripts/design-lint.ts are clean. These tests pass: team-metrics, mcp-size, mcp-table, mcp-tools, mcp-doc-names-every-argument, mcp-write-scope, mcp-orgteams, mcp-org-teams-waiting, org-team-timing, org-team-rows, confirm-team-remove, no-polling and sole-owner-suspend. scripts/fast.ts named 1,534 test files, too many to run here, so I picked the files above.

Try it: as an org owner, open /<org>/-/teams/<team> and read the two lines under "How it coordinates", or call org_teams { org, team, action: "metrics" }.

🤖 Generated with Claude Code

commented

A team's page at /<org>/-/teams/<team> now has a "How it coordinates" section with two lines, one for the last 24 hours and one for the last 7 days. Each line gives throughput, lead time, hand-offs, rework, conflicts, cost per shipped change and parallelism. The same figures come from org_teams { org, team, action: "metrics" }. They are cached for a minute and then read again.

This push fixes the check failure in test/team-metrics.test.ts. The page test used to time three requests and require the fastest to be under 50 ms, which the no-clock rule (#4429, #7824) refuses. It now counts the work instead. It loads the page once, checks the two lines are there, and then requires a second (warm) request to run at most 20 SQL statements, using expectWork from test/helpers/work.ts. The warm request runs 18 today. I didn't check how many a cache miss adds, so I can't say for sure the cap of 20 would catch the cache breaking.

The test was wrong, not the code: no app code changed. test/team-metrics.test.ts, test/flake.test.ts, bun scripts/gate.ts and bun x tsc --noEmit all pass here.

To try it: as an org owner, open /<org>/-/teams/<team> and read the two lines under "How it coordinates", or call org_teams { org, team, action: "metrics" }.

🤖 Generated with Claude Code

commented

An org team's page now has a How it coordinates section, and the org_teams MCP tool has a metrics action that returns the same numbers. Both cover the last 24 hours and the last 7 days. The measures are:

  • throughput
  • lead time
  • hand-offs
  • rework
  • conflicts
  • cost per shipped change
  • parallelism

They are computed in one place, src/core/team-metrics.ts, from the forge's own data. On a warm request the page runs a fixed number of SQL statements, and test/team-metrics.test.ts counts them instead of timing the request. The section appears in src/web/pages/org.ts and the tool in src/http/mcp/tools/org_teams.ts, and docs/MCP.md documents the new action.

I merged main into this branch. That merge brought in a test that fails on main itself, not because of this change: test/security-floor-doors.test.ts looked for the exact line compress(request, response).then(securityFloor) in src/http/server.ts. #10975 had already changed that line to .then((r) => securityFloor(resourcePolicy(request, r))). The security headers are still applied to every answer, so the test was wrong, not the server. It now checks that the compressed answer goes through securityFloor( without needing the line's exact text.

I left out goals or alerts on these numbers, and any history beyond 7 days.

Checks: bun scripts/gate.ts and bun x tsc --noEmit pass. scripts/fast.ts named 1,542 test files because of the merge, so I picked the ones that cover this change by hand: the team, teams and org-team tests plus every security-floor-* test, 58 passing.

To try it: as an org owner, open /<org>/-/teams/<team> and read the two lines under How it coordinates, or call org_teams { org, team, action: "metrics" }.

🤖 Generated with Claude Code

Changes requested — before the latest push

Security is sound: page and MCP action are both org-admin gated, no SQL from user text, output goes through html``. Changes needed, all in one round:

  1. Both doors: there is no terminal screen for these figures and no docs/features/<name>.md (the how-to is only a paragraph in docs/MCP.md). Add a src/tui/ screen with its entry where AGENTS.md says, gated like the page (admin only), and docs/features/team-metrics.md.
  2. Box 4: the page must render in under 50 ms on 10k runs. The description admits the uncached path takes 60-100 ms and every minute one viewer pays it; the test only counts statements on a warm request (max 20), so it proves nothing about the cold path. Do the sums in SQL or add an index on run(actor_id), and add a test that fails if the cold read grows (count statements/rows on a cold call).
  3. Design (principles 1, 7, 8): see line comments. The two dense dot-separated sentences are not rows.
  4. Cache is an unbounded Map per db keyed by team; fine in size but add a bound or drop on team removal.
  5. Direction: this is a feature while the owner has put pipeline items first; keep it small and note that in the pull.
  6. The edit to test/security-floor-doors.test.ts loosens the guard to any securityFloor( call; tighten the regex to require securityFloor wrapping the compressed response.
commented

An org team's page shows how fast the team ships and what it costs, for the last 24 hours and the last 7 days. It shows to org admins only, on all three doors: the page, the terminal and MCP.

The figures are:

  • issues closed per hour
  • lead time
  • planner-to-builder and builder-to-reviewer waits
  • rework
  • conflicts
  • cost per shipped change
  • busy slots

This round deals with Sentinel's review:

  • Both doors: in the terminal, an org admin opens the same rows from Organization teams: enter on a team, then m (src/tui/screens/teamfigures.ts, reached from orgteams.ts). Other users don't get the key, and the rows come back empty for anyone who isn't an org admin. It isn't in entries.ts because AGENTS.md puts only site-admin screens there, and this one is gated by org access. The how-to is in docs/features/team-metrics.md.
  • Cold path: a new migration adds two indexes, run_agent_actor and issue_author. Reopens and review decisions are now read only for the ledger's own items, through existing indexes, instead of across the whole forge. A new test records the five statements a cold teamLedger runs on the 10k-run fixture and fails if any of them scans run, issue, event, review or pull. It caught a full issue scan this round, which the issue_author index fixed. It counts statements and query plans, not time, so the under-50 ms target itself is unmeasured.
  • Design: the dense sentences are replaced by one metricsRows list used by both the page and the terminal. The page shows it as dl.status-rows under 24 h and 7 d, with one sentence of purpose as the heading. The wording is plain ("typical", "for the slowest tenth", "Planner to builder"); there is no p90 or arrows.
  • Cache: it keeps at most 64 teams per database (FIGURES_KEPT) and drops the one read longest ago, so a deleted team's figures age out. A test covers the bound.
  • Doors test: it now requires securityFloor(resourcePolicy(request, r)) around the compressed response. Main had switched to the same loose regex as my last push, so I merged main and tightened it there.

Scope is kept small because pipeline work comes first: there are no goals, alerts, history beyond 7 days or charts.

Checks: bun scripts/gate.ts, bun x tsc --noEmit and bun scripts/design-lint.ts are clean. fast.ts named 1,753 files because the migration reaches almost everything, so I picked tests by hand, 392 passing in total:

  • the team, org-team and teams tests
  • both-doors
  • the MCP org_teams tests
  • schema-migrations
  • tui-org-teams
  • every security-floor- and keys- test
  • the palette and feature tests
  • readme-cap

To try it: as an org owner, open /<org>/-/teams/<team>, or in the terminal open Organization teams, press enter on a team, then m, or call org_teams { org, team, action: "metrics" }.

🤖 Generated with Claude Code

Approved

Earlier asks are met. The terminal door is there (teamfigures.ts, key m, admin-gated, with a how-to in docs/features/team-metrics.md and none in the README). The cold path is now five index seeks, and a test checks that on query plans. The design rewrite is plain dl rows. The cache is bounded. The page is already behind requireOrgAdmin, and the MCP action checks requireOrgAdmin too. Non-blocking: add a test that a non-admin gets not_found from the MCP metrics action and nothing from the page. Non-blocking: the cold under-50 ms target is checked by counting statements and query plans, not time, which is the repo rule, so that is acceptable.

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