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Plan: honest benchmark — steal ponytail's methodology (control arms, …
CI
#29:
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probe_pass: transient probe errors retry, only conclusions dedup
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#28:
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Probe hardening from final review: cap probe prompt, dedup probes acr…
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#27:
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Plan: failure-mode deepening — proof-generating review for the docume…
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Screen: report every vulnerability class on a line, not just the first
CI
#25:
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Mechanical screening for the documented AI-code failure modes
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#24:
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A/B pilot results: no outcome delta on short tasks — documented honestly
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#23:
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A/B scorer: repo on PYTHONPATH for hidden tests; crash-proof git fact…
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#22:
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A/B eval harness: Claude Code with vs without CodeCouncil
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#21:
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install.sh: credentials dir is 700 in every flow
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#20:
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Model providers: free-NVIDIA-key walkthrough + verified multi-provide…
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install.sh: create ~/.codecouncil before scaffolding the env file
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#18:
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CONTRIBUTING: tests are one file per concern (the critic has four)
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#17:
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Signal-first terminal: filtered stream, starred moments, auto dashboard
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#16:
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README: test count 408
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Interactive console: slash commands + layered config, Claude Code-style
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#14:
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One-command install: curl | sh, tested end-to-end
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#13:
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Pre-launch polish: kill the runtime-file false-positive family
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#12:
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Dashboard: fix stretched-card gaps, overflow overlap, and scroll cutoffs
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#11:
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Demo: match the real dashboard exactly — header bar, stat band, true …
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Demo: recreate the catch in the product's own design system
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Demo video: the live catch sequence, recreated frame-for-frame in Rem…
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#8:
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Open-source readiness: license, security contract, contributor guide
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#7:
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Fix basename cross-fire in miss detection + missed-case dedupe collapse
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#6:
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DRY the model-precedence chain — the stub argv IS the test contract
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