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Why this batch: every recent study had to work around broken measuring tools. This batch fixes the token report, the A/B harness and the review workflow, plus one small doc cleanup. The next batch can then run the two measurements that could change policy.
Four packages, all independent of each other. P1, P3 and P4 are existing issues. On dispatch their bodies are updated to the scope below and get the batch line. P2 is new.
P1 (#416, rescoped): Token report includes workflow subagents and adds a per-agent wall-clock table
Scope:token-report.mjs reads the lead transcript and subagents/agent-*.jsonl, but never subagents/workflows/<wf-id>/. So a workflow's whole cost goes missing without a warning ($4.28 reported vs $12.77 measured in #405). This package makes the report read those transcripts too, and say which transcript directories it found but couldn't read. It also adds a per-agent table so slow seats are visible. Speed is shown as measured wall-clock, not tokens per second. Interactive transcripts carry only streaming placeholders for output_tokens (checked 2026-10-01: values 5/8/16 across 32 messages), so a tokens-per-second figure would rest on an estimate that leaves out thinking.
Acceptance criteria:
The report includes workflow subagents under subagents/workflows/, grouped by role and by model like every other agent. A fixture test covers a session with a workflow.
The report names every subagent transcript directory it found but could not read.
A per-agent table lists role, model, calls, tool uses, estimated output tokens, and wall-clock time for each agent (the lead, each dispatched seat, each workflow subagent).
The report states where each wall-clock value comes from (for example, duration_ms in a task notification, or the first-to-last timestamp span in a transcript), and marks any estimated value.
Tests are written first, against fixture transcripts. They include an agent with no output and an agent with a zero or missing duration, which shows as "n/a" (no division by zero, no made-up value).
/tm-advisor section 5 and /tm-kickoff's wave-end report still post the report on every run, with the new table.
npm test is green, and plugin.jsonversion is bumped.
Size: M. Track: full (executable code under .claude/skills/). Non-goals: a tokens-per-second column; pricing headless claude -p child sessions; real billing figures; live or streaming throughput.
P2 (new): Record the headless trial traps from #400, #404 and #405 in tm-ab-test
Scope: The three trials of 2026-09-28 lost runs, money, or fix rounds to the same operational traps, and tm-ab-test mentions none of them. This package adds a checklist section to the skill. Each item gives the trap, its fix, and the report section it came from, so the next trial avoids it up front. These trials are the next batch's main work, so this lands first.
Acceptance criteria:
tm-ab-test's SKILL.md has a headless-run checklist. Each item states the trap, the fix, and its source report and section.
It covers at least:
every plugin copy disabled (including orchestrai@synced) and verified in the init event
dontAsk silently denying writes under .claude/
the 600 s background-task ceiling cutting off a workflow
total_cost_usd and modelUsage being cumulative across a --resume chain (take the last result event per session, don't sum)
modelUsage vs token-report.mjs's 3.8-4.4x-low estimate
a judge checkout that reproduces the runs' filesystem layout
the Glob allowlist gap
The 600 s item names the documented way to keep a headless session waiting for a background workflow, with a docs link. If none is documented, it says so with the check date.
npm test is green, and plugin.jsonversion is bumped.
Size: S. Track: full (touches .claude/skills/). Non-goals: a new script or code; re-running any trial; editing the three reports or any frozen protocol file.
P3 (#406, as filed plus one line): Verify stage in tm-review-changes, with spec-format item transforms
Scope: Unchanged from the issue. It adds an items_transform field with the must_fix_deduped reducer in both renderers, and fixes the items_cap lookup bug. It also adds an adversarial worker-tier verify stage between review and consolidate, a refuted array and appendix in the report, and over-cap findings reported rather than dropped. All seven surfaces change together. The one live /tm-review-changes run on the PR's own diff is included in this dispatch, as the owner pre-approved on 2026-09-28. The single addition: that run also records its wall-clock time. tm-review-changes already ran past 600 s in #405, and a verify phase makes it longer, which matters for headless judging.
Acceptance criteria: all eight from the issue, plus:
The PR body records the live run's wall-clock time beside the confirmed count, refuted count, and cost.
Size: M. Track: full. Non-goals: as filed (no P2 port to tm-review-codebase, no expression language, no severity floor, no A/B rerun).
P4 (#415, two criteria settled): Tidy up after batch #403
Scope: Unchanged edits to the team-guide note and the lead-effort report nits. Two criteria change to match what is now known:
The owner step is done. settings.json shows modelSettings.claude-opus-5-5.effortLevel: xhigh as of 2026-10-01, which has the same effect as removing it.
The owner confirmed that typing /effort writes a per-model override into settings.json. So the team-guide note must say that a refine-phase /effort high persists across sessions until /effort xhigh is typed again.
Acceptance criteria:
The first eight criteria from the issue (team-guide "dispatch" or "file only", plus the seven report and data.json nits).
Owner step: already done. The developer confirms that a session log written after 2026-10-01 09:29 shows perTurnEffortxhigh, or says none exists yet.
The team-guide note says that /effort high writes a persistent per-model override (owner-confirmed 2026-10-01), and that typing /effort xhigh before "dispatch" or "file only" is what undoes it.
Size: S. Track: lean (only team-guide.md and docs/reviews/, no guarded paths, no code; the reviewer runs the check suite). Non-goals: as filed (no frozen protocol edit, no tiers.lead, agent or test change, no new trials, no score changes).
How the run goes
Up to 3 packages run at once. P3 (the longest) starts first, alongside P1 and P2. P4 starts when a slot frees up.
P1, P2 and P3 all bump plugin.json. Whichever merges first, the other two each need a one-line rebase on the version.
Planned decision, logged here: the installed token-report.mjs can't see workflows, and P3's live run is a workflow. If P1's PR is ready by report time, the batch token report runs from P1's branch so that run is counted, and the comment says so.
Cost: roughly $30-50 at list price for the pipeline (for reference, batch Batch: lead-effort-and-ultracode #403's two packages cost $37.71), plus a few dollars for P3's live run.
Second native-vs-kickoff pair (T1 replay): waits for P1 and P2, so the cost and harness are fixed first. Two pairs are what the frozen rule needs before it can give a verdict.
Paired run of local /code-review vs the reviewer quality pass, on seeded known-flaw diffs. This is the audit's "thin" reviewer row. Same reason as above.
Left out, with a recommendation
Lead-effort run-phase measurement: not filed (the lead's share of calls is small, and Opus is back on xhigh).
Approved contract (sign-off: dispatch, 2026-10-01). Raw need: "advise on the next issues to tackle. Consider the latest changes."
Refinement answers (owner, 2026-10-01)
output_tokens, so a rate would rest on the chars/4 estimate, which leaves out thinking./effortin a session, which wrotemodelSettings.claude-opus-5-5.effortLevel: xhighinto~/.claude-work/settings.json(2026-10-01 09:29). So/effortdoes write a per-model override back.Proposal:
Batch: measurement-toolsWhy this batch: every recent study had to work around broken measuring tools. This batch fixes the token report, the A/B harness and the review workflow, plus one small doc cleanup. The next batch can then run the two measurements that could change policy.
Four packages, all independent of each other. P1, P3 and P4 are existing issues. On dispatch their bodies are updated to the scope below and get the batch line. P2 is new.
P1 (#416, rescoped): Token report includes workflow subagents and adds a per-agent wall-clock table
Scope:
token-report.mjsreads the lead transcript andsubagents/agent-*.jsonl, but neversubagents/workflows/<wf-id>/. So a workflow's whole cost goes missing without a warning ($4.28 reported vs $12.77 measured in #405). This package makes the report read those transcripts too, and say which transcript directories it found but couldn't read. It also adds a per-agent table so slow seats are visible. Speed is shown as measured wall-clock, not tokens per second. Interactive transcripts carry only streaming placeholders foroutput_tokens(checked 2026-10-01: values 5/8/16 across 32 messages), so a tokens-per-second figure would rest on an estimate that leaves out thinking.Acceptance criteria:
subagents/workflows/, grouped by role and by model like every other agent. A fixture test covers a session with a workflow.duration_msin a task notification, or the first-to-last timestamp span in a transcript), and marks any estimated value./tm-advisorsection 5 and/tm-kickoff's wave-end report still post the report on every run, with the new table.npm testis green, andplugin.jsonversionis bumped.Size: M. Track: full (executable code under
.claude/skills/).Non-goals: a tokens-per-second column; pricing headless
claude -pchild sessions; real billing figures; live or streaming throughput.P2 (new): Record the headless trial traps from #400, #404 and #405 in
tm-ab-testScope: The three trials of 2026-09-28 lost runs, money, or fix rounds to the same operational traps, and
tm-ab-testmentions none of them. This package adds a checklist section to the skill. Each item gives the trap, its fix, and the report section it came from, so the next trial avoids it up front. These trials are the next batch's main work, so this lands first.Acceptance criteria:
tm-ab-test's SKILL.md has a headless-run checklist. Each item states the trap, the fix, and its source report and section.orchestrai@synced) and verified in the init eventdontAsksilently denying writes under.claude/total_cost_usdandmodelUsagebeing cumulative across a--resumechain (take the last result event per session, don't sum)modelUsagevstoken-report.mjs's 3.8-4.4x-low estimateGloballowlist gapnpm testis green, andplugin.jsonversionis bumped.Size: S. Track: full (touches
.claude/skills/).Non-goals: a new script or code; re-running any trial; editing the three reports or any frozen protocol file.
P3 (#406, as filed plus one line): Verify stage in
tm-review-changes, with spec-format item transformsScope: Unchanged from the issue. It adds an
items_transformfield with themust_fix_dedupedreducer in both renderers, and fixes theitems_caplookup bug. It also adds an adversarial worker-tierverifystage betweenreviewandconsolidate, arefutedarray and appendix in the report, and over-cap findings reported rather than dropped. All seven surfaces change together. The one live/tm-review-changesrun on the PR's own diff is included in this dispatch, as the owner pre-approved on 2026-09-28. The single addition: that run also records its wall-clock time.tm-review-changesalready ran past 600 s in #405, and a verify phase makes it longer, which matters for headless judging.Acceptance criteria: all eight from the issue, plus:
Size: M. Track: full.
Non-goals: as filed (no P2 port to
tm-review-codebase, no expression language, no severity floor, no A/B rerun).P4 (#415, two criteria settled): Tidy up after batch #403
Scope: Unchanged edits to the team-guide note and the lead-effort report nits. Two criteria change to match what is now known:
settings.jsonshowsmodelSettings.claude-opus-5-5.effortLevel: xhighas of 2026-10-01, which has the same effect as removing it./effortwrites a per-model override intosettings.json. So the team-guide note must say that a refine-phase/effort highpersists across sessions until/effort xhighis typed again.Acceptance criteria:
perTurnEffortxhigh, or says none exists yet./effort highwrites a persistent per-model override (owner-confirmed 2026-10-01), and that typing/effort xhighbefore "dispatch" or "file only" is what undoes it.Size: S. Track: lean (only
team-guide.mdanddocs/reviews/, no guarded paths, no code; the reviewer runs the check suite).Non-goals: as filed (no frozen protocol edit, no
tiers.lead, agent or test change, no new trials, no score changes).How the run goes
plugin.json. Whichever merges first, the other two each need a one-line rebase on the version.token-report.mjscan't see workflows, and P3's live run is a workflow. If P1's PR is ready by report time, the batch token report runs from P1's branch so that run is counted, and the comment says so.Deferred to the next batch, and why
tm-review-codebase): waits for Verify stage in tm-review-changes, with spec-format item transforms #406 to merge./code-reviewvs the reviewer quality pass, on seeded known-flaw diffs. This is the audit's "thin" reviewer row. Same reason as above.Left out, with a recommendation
xhigh).main). Also mark PR docs: survey Claude-of-Tanks orchestration and plan the adoption #345 ready and merge it, so the plan that Verify stage in tm-review-changes, with spec-format item transforms #406 and Auto-must-fix severity floor in review prompts #407 cite is onmain.Packages
tm-ab-test(PR docs: add headless claude -p checklist to tm-ab-test #420 merged as 12e8c0f)tm-review-changes, with spec-format item transforms (PR feat: verify stage in tm-review-changes with spec-format item transforms #419 merged as 43cee0b)Decision log
Decisions made during the run are posted as comments below.