Use when positioning an ACM PODS submission against the database-theory literature across PODS, ICDT, LICS, and the journals (TODS, LMCS…
Use when strengthening the verifiability of an ACM PODS paper — a complete claim-to-proof map, self-contained proofs in the at-submission…
Use when reasoning about how an ACM PODS submission is evaluated, covering lightweight double-anonymous review, the multi-cycle-per-year…
Use when auditing an ACM PODS research submission for EasyChair readiness, covering the chosen cycle's abstract-then-paper deadlines, the…
Use when deciding what belongs in an ACM PODS paper body versus its at-submission appendix, covering the acmsmall 15-page budget, the rule…
Use when deciding whether a data-management project belongs at ACM PODS (the database-theory symposium) or should be routed to…
Use when planning an ACM PODS project timeline across its multiple submission cycles per year, from venue fit through the EasyChair…
Use when revising an ACM PODS paper for a precise model and result on the first page, exact theorem statements with matching bounds…
When to activate: Poetry, pyproject.toml, dependency management, virtual environments, packaging, publishing
Demonstrate Poisoned Pipeline Execution (PPE / CICD-SEC-4) during an authorized assessment — injecting attacker-controlled build steps…
Look up any Pokemon's types, base stats, and abilities from the public PokeAPI.
Augment a BC Transformer agent with 2-ply bounded search using the cg library's SearchBegin/SearchStep API.
Submit a BC (behavioral cloning) Transformer agent for the Pokémon TCG AI Battle competition.
Set up Affonso affiliate program tracking with Polar integration.
Enforce access via Policies and Gates; use authorize() and authorizeResource() to standardize controller protections
Use when articulating the real-world, policy, and practice implications of a Global Environmental Change (GEC) manuscript.
Audit the allow/deny/ask rules across the user, project and local settings scopes, then dedupe them and promote read-only rules up the…
Controlled polling for async operations at specified intervals
End-to-end test the polly multi-agent coding orchestrator's critical user journeys (CUJs).
Use when coding in a supported production language.
Audit the whole repo for over-engineering.