Cursor rule Codex
Enforce exactly one example row per variation key; remove or comment duplicate samples.
Cursor rule Codex
Enforce exactly one example row per variation key; remove or comment duplicate samples.
Skill Claude CodeCodex
Adversarial verification of claimed work: read shipped modules (not memory), grep wiring and approvals, run tests, demand evidence before pass verdict. Use when reviewing agent output, PRs, or security-sensitive changes before merge. Triggers: adversarial audit, refute claims, evidence before verdict, pre-merge review.
Skill Claude CodeCodex
Triage every non-trivial task first: single-shot when safe, full orchestration when multi-step, multi-agent, or high-risk. Covers briefs, verification before "done", iterative waves, and resume. Use when coordinating workers, delegating, or reviewing agent output — not for one-file typo fixes.
Skill Claude CodeCodex
Fission engine for token-efficient coding (JS, TS, Node, Rust, Python, ML/AI): relevance scoring, hierarchical compression, strict token budgets, progressive disclosure, accuracy guardrails. Pair with fusion-sage for synthesis/surplus. Triggers: tokens, context window, prune, compress, Context Sage, large repo.
Skill Claude CodeCodex
Architecture synthesis after ai-optimization (fission): cross-file abstractions, ⚡ surplus (Q>1), optional session knowledge graph, binding energy toward iron-peak design. Use for architecture, domain models, compounding maintainability — not pure one-file typos. Triggers: architecture-synthesis, synthesis, surplus…
Skill Claude CodeCodex
Agent control-plane as a graph: outer state machine (or cyclic loop) over named phases, nested inner DAGs or bounded sub-loops, hard budgets, HITL pause gates, and multi-model routing (fast/explore/coding/deep/review). Use for multi-step agent cycles, unbounded-ReAct risk, model routing, structured loops — not domain…
Skill Claude CodeCodex
Map the relevant code with Glob/Grep/Read before writing. Use when the user asks to change, fix, or add behavior and the touch points are unclear, or when top tool sequences show Read→Grep→edit. Also for /explore-then-edit.
Skill Claude CodeCodex
Fusion on fission: after ai-optimization pruning, synthesize cross-file abstractions, emit ⚡ surplus (Q>1), maintain a session knowledge graph, and score binding energy toward iron-peak design. Use for architecture, domain models, compounding maintainability — not pure one-file typos. Triggers: fusion, surplus, Q>1…
Skill Claude CodeCodex
Applies first-principles, multi-order consequence analysis, inversion, systems thinking, probability, antifragility, and high-energy thrive ascent (2036 lens) before material coding decisions (architecture, dependencies, public API, security, data contracts, hard-to-revert refactors). Use when choosing between…
Skill Claude CodeCodex
Peramanathan Sathyamoorthy's senior ML/AI systems engineering principles — first principles thinking inspired by Feynman and Musk, Machine First architecture, strong mathematical and physics foundations, rapid practical learning through clean iteration, deep systems capability, clear language, extensibility, and…
Skill Claude CodeCodex
Continue an in-flight plan when user says proceed, go ahead, or do that. Use after CreatePlan, TodoWrite, or a multi-step refactor — do not restart exploration.
Skill Claude CodeCodex
Senior client-side React (no RSC for UI): minimal state, deliberate effects, use() + Suspense and TanStack Query for data, XState for complex flows, refs, restrained Context. Use for components, hooks, fetching, effects, or client refactors in .tsx files.
Skill Claude CodeCodex
Authors evidence-driven architecture backlog docs (coming-next style): scorecards, mermaid diagrams, blueprint cards SN-, thrive vision, gantt order. Use when creating or updating roadmaps, spacemaps, arch-design/coming-next.md, backlog after PRs, or when the user wants blueprint cards, Musk 5-step, or optimistic…
Skill Claude CodeCodex
Systematic Glob → Grep → Read exploration before edits or answers. Use for explore/map requests, unfamiliar modules, or /structured-repo-explore.
Skill Claude CodeCodex
Delegate broad exploration to a subagent with a fixed Return format. Use when the task needs readonly repo mapping, token/CSS/prosody surveys, QA module exploration, or "explore thoroughly" with numbered deliverables.
Cursor rule Cursor
Git branch names must follow trinity-and-native-agents/AGENTROLES.md; use role in slug when Cursor requires cursor/ prefix.
Cursor rule Cursor
Before material coding decisions, apply Higher-Order Decision Architect — first principles, multi-order consequences, inversion, systems, probability, competence, antifragility; strict output format when advising decisions.
Cursor rule Cursor
Prefer domain-specific, explicit semantic names in code; avoid single-letter identifiers and opaque technical jargon.
Skill Claude CodeCodex
Guide agents on implementing new features in thepulimaangani, covering planning, execution, and validation.
Instructions file CodexOpenCode
AGENTS.md instructions for p10ns11y/thepulimaangani, covering agents.md - global project guidelines for thepulimaangani, project overview, structure, commands and deployment (vercel).