Stage C3. Model: literature

What it produces: the model against work that contradicts it and work that resembles it; §1's claim put to the structure. Model: arm.json. (From the contract's stage table, section 4.)

Steps: C3a contradicting shelf; C3b resembling shelf; C3c the four problems (interview)

C3a · contradicting shelf

Closed 2026-10-14T14:22:30Z; closed; 14523 out files; tokens in 124826701, out 248962 (summed over every turn of the leg).

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; what this command does):

cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3a-f19e2951-1ee4-49df-aaff-541f8eac7162.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit

C3b · resembling shelf

Closed 2026-10-14T14:49:03Z; closed; 14559 out files; tokens in 114686979, out 312988 (summed over every turn of the leg).

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; what this command does):

cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3b-dafd733b-67a1-40dd-b702-59f9fccc28af.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit

C3c · the four problems

Closed 2026-10-14T15:16:17Z; an interview point; 14583 out files; tokens in 40284398, out 290293 (summed over every turn of the leg).

Talk with the analyst as it was at the end of this leg (a read-only fork; your account's usage; the transcript in the repository is not changed; what this command does):

cd "$(git rev-parse --show-toplevel)/aggregator/runs/claude-v43-1/00_GIVE-THE-AGENT" && claude --resume "$PWD/out/_transcripts/leg-C3.C3c-c2dd3098-f9cb-401b-b9c8-c0f362cd58fa.jsonl" --fork-session --permission-mode plan --model claude-opus-5-5 --effort xhigh --strict-mcp-config --disallowedTools Bash Write Edit MultiEdit NotebookEdit