Review-Steps Ablation Test

Generated: 2026-03-22 11:02:10 UTC | Model: claude-sonnet-4-6 | Sessions: 1

Session Summary

# Session ID Started Ended Tools Rejected Prompts Plans Reports Turns In Tokens Out Tokens Cost Duration
1 2d1b67fc-7f0 2026-03-22T11:00:59Z 2026-03-22T11:02:10Z 16 0 2 0 0 10 11 3,921 $0.1326 70.0s

Session Details

Session 1: 2d1b67fc-7f0

tools 16rejected 0prompts 2plans 0agent reports 0turns 10in tokens 11out tokens 3,921cache read 115,837cost $0.1326duration 70.0sapi time 69.4s

started 2026-03-22T11:00:59Z

#TimeTypeDetail show 16 ok results
1 +0.0s [+0.0s] user_prompt user_prompt: Review the document `draft.md` following the review-steps process. Complete theReview the document `draft.md` following the review-steps process. Complete these stages, applying corrections directly to the file: 1. **Read and understand** — identify the document's function, audience, and goal 2. **Language and consistency** — fix spelling, grammar, punctuation; ensure consistent terminology and patterns 3. **Conceptual clarity** — fix incomplete sentences, unclear phrasing; expand acronyms on first use Apply all corrections directly to `draft.md` and save the result.
2 +0.0s [+0.0s] user_prompt user_prompt: Review the document `draft.md` following the review-steps process. Complete theReview the document `draft.md` following the review-steps process. Complete these stages, applying corrections directly to the file: 1. **Read and understand** — identify the document's function, audience, and goal 2. **Language and consistency** — fix spelling, grammar, punctuation; ensure consistent terminology and patterns 3. **Conceptual clarity** — fix incomplete sentences, unclear phrasing; expand acronyms on first use Apply all corrections directly to `draft.md` and save the result.
3 +3.0s [+3.0s] tool_call tool_call: Skill {"skill": "review-steps", "args": "draft.md"}
4 +3.0s [+0.0s] tool_call tool_call: Skill {"skill": "review-steps", "args": "draft.md"}
5 +3.0s [+0.0s] tool_result tool_result: [ok]
6 +3.0s [+0.0s] tool_result tool_result: [ok]
7 +7.0s [+4.0s] tool_call tool_call: Glob {"pattern": "**/*.md"}
8 +7.0s [+0.0s] tool_call tool_call: Glob {"pattern": "**/*.md"}
9 +7.0s [+0.0s] tool_result tool_result: [ok]
10 +7.0s [+0.0s] tool_result tool_result: [ok]
11 +8.0s [+1.0s] tool_call tool_call: Read {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md"}
12 +8.0s [+0.0s] tool_call tool_call: Read {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md"}
13 +8.0s [+0.0s] tool_result tool_result: [ok]
14 +8.0s [+0.0s] tool_result tool_result: [ok]
15 +49.0s [+41.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Projections (also c{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Projections (also called read models) materialized views that are built by processing the event stream. When a projection's schema changes, a full rebuild is required — the projection consumer resets it's offset to zero, truncates the target store, and replays every event. For large event stores, rebuild times can stretch to hours.\n\nSnapshot compaction reduces replay cost by periodically serializing aggregate state at a known sequence number. On load, the system reads the latest snapshot and only replays events after the snapshot's sequence number, this avoids processing the complete history.", "new_string": "Projections (also called read models) are materialized views that are built by processing the event stream. When a projection's schema changes, a full rebuild is required — the projection consumer resets its offset to zero, truncates the target store, and replays every event. For large event stores, rebuild times can stretch to hours.\n\nSnapshot compaction reduces replay cost by periodically serializing aggregate state at a known sequence number. On load, the system reads the latest snapshot and only replays events after the snapshot's sequence number; this avoids processing the complete history.", "replace_all": false}
16 +49.0s [+0.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Projections (also c{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Projections (also called read models) materialized views that are built by processing the event stream. When a projection's schema changes, a full rebuild is required — the projection consumer resets it's offset to zero, truncates the target store, and replays every event. For large event stores, rebuild times can stretch to hours.\n\nSnapshot compaction reduces replay cost by periodically serializing aggregate state at a known sequence number. On load, the system reads the latest snapshot and only replays events after the snapshot's sequence number, this avoids processing the complete history.", "new_string": "Projections (also called read models) are materialized views that are built by processing the event stream. When a projection's schema changes, a full rebuild is required — the projection consumer resets its offset to zero, truncates the target store, and replays every event. For large event stores, rebuild times can stretch to hours.\n\nSnapshot compaction reduces replay cost by periodically serializing aggregate state at a known sequence number. On load, the system reads the latest snapshot and only replays events after the snapshot's sequence number; this avoids processing the complete history.", "replace_all": false}
17 +49.0s [+0.0s] tool_result tool_result: [ok]
18 +49.0s [+0.0s] tool_result tool_result: [ok]
19 +54.0s [+5.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Read-model denormal{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Read-model denormalization optimizes query performance by pre-computing flattened projections. e.g. an OrderSummary projection might join data from OrderPlaced, ItemAdded and PaymentReceived events into a single document.", "new_string": "Read-model denormalization optimizes query performance by pre-computing flattened projections. For example, an OrderSummary projection might join data from OrderPlaced, ItemAdded, and PaymentReceived events into a single document.", "replace_all": false}
20 +54.0s [+0.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Read-model denormal{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Read-model denormalization optimizes query performance by pre-computing flattened projections. e.g. an OrderSummary projection might join data from OrderPlaced, ItemAdded and PaymentReceived events into a single document.", "new_string": "Read-model denormalization optimizes query performance by pre-computing flattened projections. For example, an OrderSummary projection might join data from OrderPlaced, ItemAdded, and PaymentReceived events into a single document.", "replace_all": false}
21 +54.0s [+0.0s] tool_result tool_result: [ok]
22 +54.0s [+0.0s] tool_result tool_result: [ok]
23 +56.0s [+2.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Event throughput me{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Event throughput metrics alone provide a incomplete picture without consumer lag monitoring.", "new_string": "Event throughput metrics alone provide an incomplete picture without consumer lag monitoring.", "replace_all": false}
24 +56.0s [+0.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Event throughput me{"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Event throughput metrics alone provide a incomplete picture without consumer lag monitoring.", "new_string": "Event throughput metrics alone provide an incomplete picture without consumer lag monitoring.", "replace_all": false}
25 +56.0s [+0.0s] tool_result tool_result: [ok]
26 +56.0s [+0.0s] tool_result tool_result: [ok]
27 +59.0s [+3.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Dead-letter queues {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Dead-letter queues capture events that repeatedly fail processing", "new_string": "Dead-letter queues (DLQs) capture events that repeatedly fail processing", "replace_all": false}
28 +59.0s [+0.0s] tool_call tool_call: Edit {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Dead-letter queues {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md", "old_string": "Dead-letter queues capture events that repeatedly fail processing", "new_string": "Dead-letter queues (DLQs) capture events that repeatedly fail processing", "replace_all": false}
29 +59.0s [+0.0s] tool_result tool_result: [ok]
30 +59.0s [+0.0s] tool_result tool_result: [ok]
31 +63.0s [+4.0s] tool_call tool_call: Read {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md"}
32 +63.0s [+0.0s] tool_call tool_call: Read {"file_path": "/tmp/pytest-sandbox/test_review_preserves_vocabula0/project/draft.md"}
33 +63.0s [+0.0s] tool_result tool_result: [ok]
34 +63.0s [+0.0s] tool_result tool_result: [ok]

Project Files

27 file(s) in project (excluding .git, __pycache__):

Aggregate Statistics

Total Events
34
Tool Successes
16
Tool Failures
0
Sessions
1
Total Turns
10
Input Tokens
11
Output Tokens
3,921
Cache Read
115,837
Cache Created
10,407
Total Cost
$0.1326
Total Duration
70s
API Time
69s

Tool Usage Breakdown

ToolCalls
Edit8
Read4
Skill2
Glob2

Ablation

MetricValue
modepreserve
verdictCLEAN
coverage1.0
mean_lexical_overlap0.9983
mean_ablation_risk0.0017
mean_semantic_similarity0.9973
mean_freq_shift43.95
concepts14 in / 14 out / 0 unmatched