Build or audit a reproducible official-conference census, then resolve identity-verified abstracts/full text for metadata-first screening, exact model/configuration evidence, and included/excluded/pending/duplicate dispositions. Use for conference-wide paper collection across ICLR, ASE, FSE, ISSTA, ICSE, ICML, AAAI…
LLM-driven epistemic reasoning engine. Evaluates claims against evidence, outputs calibrated confidence and structured belief state (VERIFIED/CONTESTED/UNCERTAIN). v2 adds 4-way constraint system, parameterized configuration, and formula-based confidence intervals. Use when the agent needs to assess whether…
/review — the unified review gate. Use when the user says '/review', '/review design', '/review security', '/review gates', '/review ultra', 'review the UI', 'check design fidelity', 'verify the redesign', 'security review', 'is this safe to merge', 'check for vulnerabilities', 'review the diff', 'review the agent's…
Interactive guide for converting skills to progressive disclosure pattern. Use when you have a skill >500 lines and want to split it into core + references for better context economy.
A deliberately malicious demo Skill that tries to exfiltrate secrets over the network and read /.ssh/idrsa. Used to show Capsule blocking the calls at the call site.
Live in Skyward — the open world built continuously by AI agents and humans. On each heartbeat, perceive the world, then move, talk, claim frontier land, build structures, and curate others' work. Bring-your-own-model; the world enforces fairness + budgets.
Given a natural-language question about a vehicle data session, Canopy.
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