{
  "folder": "action-items",
  "count": 140,
  "entries": [
    {
      "id": "action-adopt-strict-compilers",
      "title": "action-adopt-strict-compilers",
      "file": "action-adopt-strict-compilers.md"
    },
    {
      "id": "action-adopt-vibe-coding",
      "title": "action-adopt-vibe-coding",
      "file": "action-adopt-vibe-coding.md"
    },
    {
      "id": "action-apply-litmus-test",
      "title": "action-apply-litmus-test",
      "file": "action-apply-litmus-test.md"
    },
    {
      "id": "action-attempt-before-augmenting",
      "title": "action-attempt-before-augmenting",
      "file": "action-attempt-before-augmenting.md"
    },
    {
      "id": "action-audit-agent-security",
      "title": "action-audit-agent-security",
      "file": "action-audit-agent-security.md"
    },
    {
      "id": "action-audit-business-inefficiency",
      "title": "action-audit-business-inefficiency",
      "file": "action-audit-business-inefficiency.md"
    },
    {
      "id": "action-audit-lock-in",
      "title": "action-audit-lock-in",
      "file": "action-audit-lock-in.md"
    },
    {
      "id": "action-audit-middleware-spend",
      "title": "action-audit-middleware-spend",
      "file": "action-audit-middleware-spend.md"
    },
    {
      "id": "action-audit-plugins",
      "title": "action-audit-plugins",
      "file": "action-audit-plugins.md"
    },
    {
      "id": "action-audit-signal-fidelity",
      "title": "action-audit-signal-fidelity",
      "file": "action-audit-signal-fidelity.md"
    },
    {
      "id": "action-audit-tribal-knowledge",
      "title": "action-audit-tribal-knowledge",
      "file": "action-audit-tribal-knowledge.md"
    },
    {
      "id": "action-automate-legacy-software",
      "title": "action-automate-legacy-software",
      "file": "action-automate-legacy-software.md"
    },
    {
      "id": "action-ban-ai-detectors",
      "title": "action-ban-ai-detectors",
      "file": "action-ban-ai-detectors.md"
    },
    {
      "id": "action-battle-test-mythos",
      "title": "action-battle-test-mythos",
      "file": "action-battle-test-mythos.md"
    },
    {
      "id": "action-become-liability-guarantor",
      "title": "action-become-liability-guarantor",
      "file": "action-become-liability-guarantor.md"
    },
    {
      "id": "action-build-agent-discovery",
      "title": "action-build-agent-discovery",
      "file": "action-build-agent-discovery.md"
    },
    {
      "id": "action-build-apple-enterprise-stack",
      "title": "action-build-apple-enterprise-stack",
      "file": "action-build-apple-enterprise-stack.md"
    },
    {
      "id": "action-build-creative-ops",
      "title": "action-build-creative-ops",
      "file": "action-build-creative-ops.md"
    },
    {
      "id": "action-build-deterministic-evals",
      "title": "action-build-deterministic-evals",
      "file": "action-build-deterministic-evals.md"
    },
    {
      "id": "action-build-digital-twins",
      "title": "action-build-digital-twins",
      "file": "action-build-digital-twins.md"
    },
    {
      "id": "action-build-eval-harnesses",
      "title": "action-build-eval-harnesses",
      "file": "action-build-eval-harnesses.md"
    },
    {
      "id": "action-build-eval-infrastructure",
      "title": "action-build-eval-infrastructure",
      "file": "action-build-eval-infrastructure.md"
    },
    {
      "id": "action-build-hybrid-system",
      "title": "action-build-hybrid-system",
      "file": "action-build-hybrid-system.md"
    },
    {
      "id": "action-build-mcp-infrastructure",
      "title": "action-build-mcp-infrastructure",
      "file": "action-build-mcp-infrastructure.md"
    },
    {
      "id": "action-build-metadata-registry",
      "title": "action-build-metadata-registry",
      "file": "action-build-metadata-registry.md"
    },
    {
      "id": "action-build-native-ai",
      "title": "action-build-native-ai",
      "file": "action-build-native-ai.md"
    },
    {
      "id": "action-build-observability",
      "title": "action-build-observability",
      "file": "action-build-observability.md"
    },
    {
      "id": "action-build-postgres-db",
      "title": "action-build-postgres-db",
      "file": "action-build-postgres-db.md"
    },
    {
      "id": "action-build-skill-with-claude",
      "title": "action-build-skill-with-claude",
      "file": "action-build-skill-with-claude.md"
    },
    {
      "id": "action-build-test-suite",
      "title": "action-build-test-suite",
      "file": "action-build-test-suite.md"
    },
    {
      "id": "action-buy-compute-now",
      "title": "action-buy-compute-now",
      "file": "action-buy-compute-now.md"
    },
    {
      "id": "action-calculate-inference-cost",
      "title": "action-calculate-inference-cost",
      "file": "action-calculate-inference-cost.md"
    },
    {
      "id": "action-calculate-token-economics",
      "title": "action-calculate-token-economics",
      "file": "action-calculate-token-economics.md"
    },
    {
      "id": "action-categorize-skills",
      "title": "action-categorize-skills",
      "file": "action-categorize-skills.md"
    },
    {
      "id": "action-chain-primitives",
      "title": "action-chain-primitives",
      "file": "action-chain-primitives.md"
    },
    {
      "id": "action-change-the-race",
      "title": "action-change-the-race",
      "file": "action-change-the-race.md"
    },
    {
      "id": "action-choose-agentic-role",
      "title": "action-choose-agentic-role",
      "file": "action-choose-agentic-role.md"
    },
    {
      "id": "action-choose-architecture-by-scale",
      "title": "action-choose-architecture-by-scale",
      "file": "action-choose-architecture-by-scale.md"
    },
    {
      "id": "action-collapse-say-do-ratio",
      "title": "action-collapse-say-do-ratio",
      "file": "action-collapse-say-do-ratio.md"
    },
    {
      "id": "action-compress-context-iteratively",
      "title": "action-compress-context-iteratively",
      "file": "action-compress-context-iteratively.md"
    },
    {
      "id": "action-connect-mcp",
      "title": "action-connect-mcp",
      "file": "action-connect-mcp.md"
    },
    {
      "id": "action-consolidate-eval-gates",
      "title": "action-consolidate-eval-gates",
      "file": "action-consolidate-eval-gates.md"
    },
    {
      "id": "action-convert-markdown",
      "title": "action-convert-markdown",
      "file": "action-convert-markdown.md"
    },
    {
      "id": "action-create-explanation-artifacts",
      "title": "action-create-explanation-artifacts",
      "file": "action-create-explanation-artifacts.md"
    },
    {
      "id": "action-create-markdown-os",
      "title": "action-create-markdown-os",
      "file": "action-create-markdown-os.md"
    },
    {
      "id": "action-create-module-manifests",
      "title": "action-create-module-manifests",
      "file": "action-create-module-manifests.md"
    },
    {
      "id": "action-create-shared-table",
      "title": "action-create-shared-table",
      "file": "action-create-shared-table.md"
    },
    {
      "id": "action-cut-enterprise-red-tape",
      "title": "action-cut-enterprise-red-tape",
      "file": "action-cut-enterprise-red-tape.md"
    },
    {
      "id": "action-decelerate-for-comprehension",
      "title": "action-decelerate-for-comprehension",
      "file": "action-decelerate-for-comprehension.md"
    },
    {
      "id": "action-define-interpretive-boundary",
      "title": "action-define-interpretive-boundary",
      "file": "action-define-interpretive-boundary.md"
    },
    {
      "id": "action-define-karpathy-triplet",
      "title": "action-define-karpathy-triplet",
      "file": "action-define-karpathy-triplet.md"
    },
    {
      "id": "action-define-output-contracts",
      "title": "action-define-output-contracts",
      "file": "action-define-output-contracts.md"
    },
    {
      "id": "action-define-rules-of-engagement",
      "title": "action-define-rules-of-engagement",
      "file": "action-define-rules-of-engagement.md"
    },
    {
      "id": "action-delete-procedural-prompts",
      "title": "action-delete-procedural-prompts",
      "file": "action-delete-procedural-prompts.md"
    },
    {
      "id": "action-demand-portability",
      "title": "action-demand-portability",
      "file": "action-demand-portability.md"
    },
    {
      "id": "action-deploy-in-slack",
      "title": "action-deploy-in-slack",
      "file": "action-deploy-in-slack.md"
    },
    {
      "id": "action-deploy-mcp-server",
      "title": "action-deploy-mcp-server",
      "file": "action-deploy-mcp-server.md"
    },
    {
      "id": "action-deploy-vercel",
      "title": "action-deploy-vercel",
      "file": "action-deploy-vercel.md"
    },
    {
      "id": "action-develop-specification-skills",
      "title": "action-develop-specification-skills",
      "file": "action-develop-specification-skills.md"
    },
    {
      "id": "action-develop-stack-literacy",
      "title": "action-develop-stack-literacy",
      "file": "action-develop-stack-literacy.md"
    },
    {
      "id": "action-document-edge-cases",
      "title": "action-document-edge-cases",
      "file": "action-document-edge-cases.md"
    },
    {
      "id": "action-encode-outcomes",
      "title": "action-encode-outcomes",
      "file": "action-encode-outcomes.md"
    },
    {
      "id": "action-enforce-manual-foundations",
      "title": "action-enforce-manual-foundations",
      "file": "action-enforce-manual-foundations.md"
    },
    {
      "id": "action-establish-source-of-truth",
      "title": "action-establish-source-of-truth",
      "file": "action-establish-source-of-truth.md"
    },
    {
      "id": "action-evaluate-full-stack-concurrency",
      "title": "action-evaluate-full-stack-concurrency",
      "file": "action-evaluate-full-stack-concurrency.md"
    },
    {
      "id": "action-evaluate-iteration",
      "title": "action-evaluate-iteration",
      "file": "action-evaluate-iteration.md"
    },
    {
      "id": "action-evaluate-vendor-safety",
      "title": "action-evaluate-vendor-safety",
      "file": "action-evaluate-vendor-safety.md"
    },
    {
      "id": "action-export-skills-to-chatgpt",
      "title": "action-export-skills-to-chatgpt",
      "file": "action-export-skills-to-chatgpt.md"
    },
    {
      "id": "action-extract-context",
      "title": "action-extract-context",
      "file": "action-extract-context.md"
    },
    {
      "id": "action-extract-design-markdown",
      "title": "action-extract-design-markdown",
      "file": "action-extract-design-markdown.md"
    },
    {
      "id": "action-force-reasoning",
      "title": "action-force-reasoning",
      "file": "action-force-reasoning.md"
    },
    {
      "id": "action-front-load-intent",
      "title": "action-front-load-intent",
      "file": "action-front-load-intent.md"
    },
    {
      "id": "action-generate-ui-code",
      "title": "action-generate-ui-code",
      "file": "action-generate-ui-code.md"
    },
    {
      "id": "action-hardwire-processes",
      "title": "action-hardwire-processes",
      "file": "action-hardwire-processes.md"
    },
    {
      "id": "action-hire-workflow-architect",
      "title": "action-hire-workflow-architect",
      "file": "action-hire-workflow-architect.md"
    },
    {
      "id": "action-identify-skill-use-cases",
      "title": "action-identify-skill-use-cases",
      "file": "action-identify-skill-use-cases.md"
    },
    {
      "id": "action-implement-agent-memory",
      "title": "action-implement-agent-memory",
      "file": "action-implement-agent-memory.md"
    },
    {
      "id": "action-implement-ai-review-pipelines",
      "title": "action-implement-ai-review-pipelines",
      "file": "action-implement-ai-review-pipelines.md"
    },
    {
      "id": "action-implement-caching",
      "title": "action-implement-caching",
      "file": "action-implement-caching.md"
    },
    {
      "id": "action-implement-comprehension-gate",
      "title": "action-implement-comprehension-gate",
      "file": "action-implement-comprehension-gate.md"
    },
    {
      "id": "action-implement-human-validation",
      "title": "action-implement-human-validation",
      "file": "action-implement-human-validation.md"
    },
    {
      "id": "action-implement-predictive-budgets",
      "title": "action-implement-predictive-budgets",
      "file": "action-implement-predictive-budgets.md"
    },
    {
      "id": "action-implement-scenario-testing",
      "title": "action-implement-scenario-testing",
      "file": "action-implement-scenario-testing.md"
    },
    {
      "id": "action-implement-sovereign-memory",
      "title": "action-implement-sovereign-memory",
      "file": "action-implement-sovereign-memory.md"
    },
    {
      "id": "action-implement-strict-linting",
      "title": "action-implement-strict-linting",
      "file": "action-implement-strict-linting.md"
    },
    {
      "id": "action-implement-trace-logging",
      "title": "action-implement-trace-logging",
      "file": "action-implement-trace-logging.md"
    },
    {
      "id": "action-interactive-pitch-decks",
      "title": "action-interactive-pitch-decks",
      "file": "action-interactive-pitch-decks.md"
    },
    {
      "id": "action-internal-tooling",
      "title": "action-internal-tooling",
      "file": "action-internal-tooling.md"
    },
    {
      "id": "action-invest-in-spec-writing",
      "title": "action-invest-in-spec-writing",
      "file": "action-invest-in-spec-writing.md"
    },
    {
      "id": "action-locus-circle",
      "title": "action-locus-circle",
      "file": "action-locus-circle.md"
    },
    {
      "id": "action-make-business-agent-ready",
      "title": "action-make-business-agent-ready",
      "file": "action-make-business-agent-ready.md"
    },
    {
      "id": "action-mcp-growth-hack",
      "title": "action-mcp-growth-hack",
      "file": "action-mcp-growth-hack.md"
    },
    {
      "id": "action-measure-before-optimizing",
      "title": "action-measure-before-optimizing",
      "file": "action-measure-before-optimizing.md"
    },
    {
      "id": "action-measure-context",
      "title": "action-measure-context",
      "file": "action-measure-context.md"
    },
    {
      "id": "action-measure-review-burden",
      "title": "action-measure-review-burden",
      "file": "action-measure-review-burden.md"
    },
    {
      "id": "action-migrate-upstream",
      "title": "action-migrate-upstream",
      "file": "action-migrate-upstream.md"
    },
    {
      "id": "action-mockup-to-code",
      "title": "action-mockup-to-code",
      "file": "action-mockup-to-code.md"
    },
    {
      "id": "action-model-energy-costs",
      "title": "action-model-energy-costs",
      "file": "action-model-energy-costs.md"
    },
    {
      "id": "action-monitor-mcp-adoption",
      "title": "action-monitor-mcp-adoption",
      "file": "action-monitor-mcp-adoption.md"
    },
    {
      "id": "action-multi-llm-critique",
      "title": "action-multi-llm-critique",
      "file": "action-multi-llm-critique.md"
    },
    {
      "id": "action-optimize-existing-hardware",
      "title": "action-optimize-existing-hardware",
      "file": "action-optimize-existing-hardware.md"
    },
    {
      "id": "action-own-your-context-layer",
      "title": "action-own-your-context-layer",
      "file": "action-own-your-context-layer.md"
    },
    {
      "id": "action-pair-same-models",
      "title": "action-pair-same-models",
      "file": "action-pair-same-models.md"
    },
    {
      "id": "action-pick-weekly-job",
      "title": "action-pick-weekly-job",
      "file": "action-pick-weekly-job.md"
    },
    {
      "id": "action-pivot-saas-pricing",
      "title": "action-pivot-saas-pricing",
      "file": "action-pivot-saas-pricing.md"
    },
    {
      "id": "action-plan-for-agent-finops",
      "title": "action-plan-for-agent-finops",
      "file": "action-plan-for-agent-finops.md"
    },
    {
      "id": "action-pm-prototype-handoff",
      "title": "action-pm-prototype-handoff",
      "file": "action-pm-prototype-handoff.md"
    },
    {
      "id": "action-prepare-agent-monitoring",
      "title": "action-prepare-agent-monitoring",
      "file": "action-prepare-agent-monitoring.md"
    },
    {
      "id": "action-prepare-for-delegation",
      "title": "action-prepare-for-delegation",
      "file": "action-prepare-for-delegation.md"
    },
    {
      "id": "action-rebuild-ai-native",
      "title": "action-rebuild-ai-native",
      "file": "action-rebuild-ai-native.md"
    },
    {
      "id": "action-reflect-mode",
      "title": "action-reflect-mode",
      "file": "action-reflect-mode.md"
    },
    {
      "id": "action-reframe-obstacles-skill-issues",
      "title": "action-reframe-obstacles-skill-issues",
      "file": "action-reframe-obstacles-skill-issues.md"
    },
    {
      "id": "action-reposition-design-teams",
      "title": "action-reposition-design-teams",
      "file": "action-reposition-design-teams.md"
    },
    {
      "id": "action-restructure-org-for-ai",
      "title": "action-restructure-org-for-ai",
      "file": "action-restructure-org-for-ai.md"
    },
    {
      "id": "action-route-complex-execution",
      "title": "action-route-complex-execution",
      "file": "action-route-complex-execution.md"
    },
    {
      "id": "action-route-visual-design",
      "title": "action-route-visual-design",
      "file": "action-route-visual-design.md"
    },
    {
      "id": "action-run-interviewer-agent",
      "title": "action-run-interviewer-agent",
      "file": "action-run-interviewer-agent.md"
    },
    {
      "id": "action-run-memory-migration",
      "title": "action-run-memory-migration",
      "file": "action-run-memory-migration.md"
    },
    {
      "id": "action-scope-permissions",
      "title": "action-scope-permissions",
      "file": "action-scope-permissions.md"
    },
    {
      "id": "action-separate-workflow-state",
      "title": "action-separate-workflow-state",
      "file": "action-separate-workflow-state.md"
    },
    {
      "id": "action-setup-frictionless-capture",
      "title": "action-setup-frictionless-capture",
      "file": "action-setup-frictionless-capture.md"
    },
    {
      "id": "action-shift-altitude",
      "title": "action-shift-altitude",
      "file": "action-shift-altitude.md"
    },
    {
      "id": "action-simplify-agent-architecture",
      "title": "action-simplify-agent-architecture",
      "file": "action-simplify-agent-architecture.md"
    },
    {
      "id": "action-single-line-descriptions",
      "title": "action-single-line-descriptions",
      "file": "action-single-line-descriptions.md"
    },
    {
      "id": "action-start-fresh-chats",
      "title": "action-start-fresh-chats",
      "file": "action-start-fresh-chats.md"
    },
    {
      "id": "action-stop-using-first-agent-for-tasks",
      "title": "action-stop-using-first-agent-for-tasks",
      "file": "action-stop-using-first-agent-for-tasks.md"
    },
    {
      "id": "action-teach-specification",
      "title": "action-teach-specification",
      "file": "action-teach-specification.md"
    },
    {
      "id": "action-train-error-detection",
      "title": "action-train-error-detection",
      "file": "action-train-error-detection.md"
    },
    {
      "id": "action-translate-okrs",
      "title": "action-translate-okrs",
      "file": "action-translate-okrs.md"
    },
    {
      "id": "action-unstructured-input",
      "title": "action-unstructured-input",
      "file": "action-unstructured-input.md"
    },
    {
      "id": "action-update-trust-stack",
      "title": "action-update-trust-stack",
      "file": "action-update-trust-stack.md"
    },
    {
      "id": "action-use-claude-for-scoped-work",
      "title": "action-use-claude-for-scoped-work",
      "file": "action-use-claude-for-scoped-work.md"
    },
    {
      "id": "action-use-community-repo",
      "title": "action-use-community-repo",
      "file": "action-use-community-repo.md"
    },
    {
      "id": "action-use-integration-middleware",
      "title": "action-use-integration-middleware",
      "file": "action-use-integration-middleware.md"
    },
    {
      "id": "action-use-perplexity",
      "title": "action-use-perplexity",
      "file": "action-use-perplexity.md"
    },
    {
      "id": "action-use-scripts-for-hardwiring",
      "title": "action-use-scripts-for-hardwiring",
      "file": "action-use-scripts-for-hardwiring.md"
    },
    {
      "id": "action-use-service-accounts",
      "title": "action-use-service-accounts",
      "file": "action-use-service-accounts.md"
    },
    {
      "id": "action-work-in-public",
      "title": "action-work-in-public",
      "file": "action-work-in-public.md"
    },
    {
      "id": "action-write-precise-specs",
      "title": "action-write-precise-specs",
      "file": "action-write-precise-specs.md"
    },
    {
      "id": "action-write-specs-first",
      "title": "action-write-specs-first",
      "file": "action-write-specs-first.md"
    }
  ]
}