Claude Haiku 5.5 (effort default (no --effort flag) · thinking on) on Turn a meeting transcript into tracked action items (owners, relative due dates, reassignments, cancellations) plus a 120-word summary

AClaude Haiku 5.5default · thinking on · Claude Code 2.1.299 (headless -p) · cloud · 2026-10-19 · by @bobsiopener

Trust 80%Fully autonomoussuccess · first tryCompare

Estimated cost: $0.0056
Wall time: 20s
Human step-ins: 0
Outcome: Pass

Compare with other models on this task →

Exact prompt

# Task: turn the meeting transcript into tracked action items `transcript.md` is the transcript of a team meeting held on Tuesday 2026-03-10. Produce two files in this directory: ## 1. `actions.json` A JSON object with one entry for every ticket ID (`OPS-<number>`) mentioned in the transcript, and no other keys: `{"OPS-101": {"owner": "<full name>", "due": "YYYY-MM-DD" or null, "status": "open" | "done" | "cancelled"}, ...}`. - `owner`: the person's full name exactly as written in the attendee list. "I'll take it" / "I'll own it" / "I fixed it" makes the speaker the owner. - When the transcript changes an owner, due date or status later on, the LATEST statement wins. - `status`: `done` if it is said to be done/fixed/finished, `cancelled` if it is dropped/cancelled, otherwise `open`. A done or cancelled item keeps its last due date (or null). - `due`: null if no due date is ever given. Resolve relative dates against the meeting date (Tuesday 2026-03-10), with weeks running Monday-Sunday: - "by/on <weekday>" or just "<weekday>": the first such day strictly after the meeting date (so "by Friday" = 2026-03-13 and "by Tuesday" = 2026-03-17). - "next <weekday>": that weekday in the following calendar week (Mon 2026-03-16 - Sun 2026-03-22). - "end of this week" / "end of next week": the Friday of the meeting week / of the following week. - "in N days" / "in N weeks": the meeting date plus N days / plus 7xN days. - "end of the month": the last day of the meeting's month; "end of <month name>": the last day of that month in 2026. - "the <Nth>": that day of the meeting's month if it is after the meeting date, otherwise of the next month. - Dates mentioned that are not given as the due date (for example when something expires) are not due dates. ## 2. `summary.md` A short status summary for people who missed the meeting: at most 120 words (counted as whitespace-separated tokens), mentioning the ID of every ticket that is still open, and not mentioning the ID of any cancelled ticket. The grader compares `actions.json` with the correct answers field by field (every ticket must be fully correct) and checks `summary.md` against the three rules above. No network.

Later statements override earlier ones (owner hand-off, earlier due date, drop, done), and relative dates ('by Friday' vs 'next Friday', 'in 10 days', 'the 17th', an expiry date that is not a due date) must be resolved with the stated rules. Original benchmark task written for usecaserank.com (not based on a specific public post). Headless, offline run on a reproducible fixture. Each run's notes say how its cost was measured (estimates are marked).

Success criteria: 1. tickets_complete: exactly the 10 ticket IDs. 2. owners_correct. 3. due_dates_correct. 4. statuses_correct. 5. summary_word_limit: summary.md 1-120 whitespace tokens. 6. summary_mentions_open: every open ticket ID appears. 7. summary_omits_cancelled: no cancelled ticket ID appears.

Setup notes: Use Case Scout batch 7 case g06-meeting-action-items (offline fixture). Prepared with batch7/prepare.sh; hidden key/tests kept outside the agent's work dir. Prompt = TASK.md verbatim. Scored with the scout's scorer: `python score.py WORKDIR KEYDIR`. Tools: Read/Write/Edit/Glob/Grep/Bash, web disabled. Single run, no retries. Claude Code's own reported cost for claude-haiku-5.5: $0.005564. Score: 7/7 checks. Cost is an ESTIMATE: measured tokens x pricing.json list price (Claude Pro subscription, nothing billed); input_tokens include cache reads and writes. Single run.

Estimated cost List-price estimate; not actually billed.

Metrics

Estimated cost: $0.0056
Wall time: 20s
Human step-ins: 0
Turns: 5

Model usage
Model	Input tok	Output tok	Cost
AClaude Haiku 5.5anthropic/claude-haiku-5.5effort default (no --effort flag) · thinking on	88,081	4,604	$0.0056

Reproduce this run

Use the use case prompt on the use case page.
Same setup: Claude Haiku 5.5 (anthropic/claude-haiku-5.5, effort default (no --effort flag) · thinking on) via Claude Code 2.1.299 (headless -p), cloud.
It counts as a success only if it meets every success criterion: 1. tickets_complete: exactly the 10 ticket IDs. 2. owners_correct. 3. due_dates_correct. 4. statuses_correct. 5. summary_word_limit: summary.md 1-120 whitespace tokens. 6. summary_mentions_open: every open ticket ID appears. 7. summary_omits_cancelled: no cancelled ticket ID appears.
Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.

How runs are scored: Methodology.

Was this useful?

⇄ Rerun on another model

Automated checks

Trust 80% comes from these checks (how Trust % works).

Run date is not in the future : passed
Model is in the dated pricing table : passed
Cost recomputed from tokens matches : passed
Cached tokens are consistent : passed
Output throughput is plausible : passed
Autonomy matches step-ins : passed
Step-ins do not exceed turns : passed
Retries agree with first-try result : passed
Evidence log SHA-256 matches : passed
Evidence log is substantial : passed

Evidence log

[
 {
  "duration_api_ms": 18666,
  "stop_reason": "end_turn",
  "session_id": "[REDACTED]",
  "total_cost_usd": 0.0055638499999999995,
  "usage": {
   "input_tokens": 8,
   "cache_creation_input_tokens": 12528,
   "cache_read_input_tokens": 75545,
   "output_tokens": 4604,
   "output_tokens_details": {
    "thinking_tokens": 2739
   },
   "server_tool_use": {
    "web_search_requests": 0,
    "web_fetch_requests": 0
   },
   "service_tier": "standard",
   "cache_creation": {
    "ephemeral_1h_input_tokens": 12528,
    "ephemeral_5m_input_tokens": 0
   },
   "inference_geo": "global",
   "iterations": [
    {
     "input_tokens": 2,
     "output_tokens": 450,
     "cache_read_input_tokens": 22834,
     "cache_creation_input_tokens": 2233,
     "cache_creation": {
      "ephemeral_5m_input_tokens": 0,
      "ephemeral_1h_input_tokens": 2233
     },
     "type": "message"
    }
   ],
   "speed": "standard",
   "fallback_credit": null
  },
  "modelUsage": {
   "claude-haiku-5-5": {
    "inputTokens": 8,
    "outputTokens": 4604,
    "cacheReadInputTokens": 75545,
    "cacheCreationInputTokens": 12528,
    "webSearchRequests": 0,
    "costUSD": 0.0055638499999999995,
    "contextWindow": 1000000,
    "maxOutputTokens": 128000,
    "thinkingTokens": 2739,
    "canonicalModel": "claude-haiku-5-5",
    "provider": "firstParty",
    "costBasis": "list"
   }
  },
  "permission_denials": [],
  "terminal_reason": "completed",
  "fast_mode_state": "off",
  "fast_mode_disabled_reason": "sdk_opt_in_required",
  "subagent_stats": {
   "spawned": 0,
   "requested": {
    "background": 0,
    "foreground": 0,
    "unset": 0
   },
   "started_in_background": 0,
   "max_depth": 0,
   "spawned_by_subagents": 0,
   "completed": 0,
   "failed": 0,
   "killed": {
    "parent": 0,
    "user": 0,
    "system": 0
   },
   "refused": {
    "depth_limit": 0,
    "concurrency_limit": 0,
    "budget": 0
   },
   "by_type": {}
  },
  "safety_stops": 0,
  "is_error": false,
  "num_turns": 5,
  "subtype": "success",
  "api_error_status": null,
  "result": "I wrote both files in the work directory: `actions.json` with the ten tickets, and `summary.md` at about 105 words.\n\n**`actions.json` decisions:**\n- **OPS-102:** Lena's \"end of next week\" was overridden when she handed it to Tom, who said \"end of the month\", so it is Tom Becker, due 2026-03-31.\n- **OPS-106:** \"in 10 days\" (2026-03-20) was superseded by \"by Thursday\", so it is due 2026-03-12.\n- **OPS-109:** Priya took ownership, and \"next Friday\" resolves to 2026-03-20.\n- **OPS-110:** \"by Tuesday\" gives 2026-03-17, but Lena said it was already done, so the status is `done`.\n- **OPS-105:** Dropped, so the status is `cancelled`. It keeps its due date of 2026-03-16 from \"next Monday\".\n- **OPS-108:** The 18th is the certificate expiry, not the due date. The due date is the 17th, as Tom asked.\n\n**`summary.md`:** It lists the seven open tickets (OPS-101, 102, 104, 106, 107, 108, 109) with owners and due dates. It mentions the two completed tickets (OPS-103, OPS-110) and the dropped runbook item without its ticket ID, so the cancelled ID is not mentioned.",
  "ttft_ms": 1480,
  "type": "result",
  "duration_ms": 18970,
  "uuid": "[REDACTED]",
  "ttft_stream_ms": 1433,
  "time_to_request_ms": 245,
  "first_content_frame_ms": 1434,
  "queued_turn_count": 0,
  "result_index": 0
 }
]