AgentOps context map

July 16, 2026 · View on GitHub

Hard dependencies

Source	Target
`rpi`	`implement`
`rpi`	`plan`
`rpi`	`validate`

Optional context relationships

Source	Kind	Target
`agent-mail`	`supplier-to`	`agent-native`
`agent-native`	`customer-of`	`agent-mail`
`agent-native`	`customer-of`	`codex-exec`
`agent-native`	`customer-of`	`ntm`
`agy-native`	`separate-ways`	`codex-exec`
`automation-shape-routing`	`supplier-to`	`agent-native`
`automation-shape-routing`	`supplier-to`	`operationalize`
`automation-shape-routing`	`supplier-to`	`skill-builder`
`automation-shape-routing`	`supplier-to`	`using-gc`
`automation-shape-routing`	`supplier-to`	`workflow-builder`
`codebase-recon`	`customer-of`	`doc`
`codebase-recon`	`customer-of`	`research`
`codebase-recon`	`customer-of`	`validate`
`codex-exec`	`supplier-to`	`validate`
`goals`	`shared-kernel`	`standards`
`idea-genie`	`customer-of`	`research`
`idea-genie`	`supplier-to`	`plan`
`implement`	`customer-of`	`plan`
`learn`	`customer-of`	`validate`
`ntm`	`supplier-to`	`agent-native`
`operationalize`	`supplier-to`	`skill-builder`
`operationalize`	`supplier-to`	`workflow-builder`
`pattern-mining`	`customer-of`	`research`
`pattern-mining`	`customer-of`	`validate`
`pattern-mining`	`supplier-to`	`operationalize`
`premortem`	`supplier-to`	`plan`
`product`	`supplier-to`	`plan`
`reality-check`	`supplier-to`	`plan`
`rpi`	`customer-of`	`implement`
`rpi`	`customer-of`	`plan`
`rpi`	`customer-of`	`validate`
`scope`	`supplier-to`	`plan`
`security`	`supplier-to`	`validate`
`toil-mining`	`supplier-to`	`automation-shape-routing`
`using-gc`	`partnership`	`agent-native`
`validate`	`customer-of`	`implement`
`validate`	`customer-of`	`plan`
`workflow-builder`	`customer-of`	`automation-shape-routing`
`workflow-builder`	`shared-kernel`	`operationalize`

Data flow

Skill	Direction	Artifact
`agent-mail`	consumes	`task-intent`
`agent-mail`	produces	`agent-identity`
`agent-mail`	produces	`file-reservation`
`agent-mail`	produces	`acknowledged-handoff`
`agent-native`	consumes	`explicit-role-packets`
`agent-native`	produces	`runtime-evidence`
`agent-native`	produces	`worker-handoff`
`agy-native`	consumes	`explicit-packet`
`agy-native`	produces	`agy-run-evidence`
`automation-shape-routing`	consumes	`task-intent`
`automation-shape-routing`	produces	`automation-shape-verdict`
`bootstrap`	consumes	`goals`
`bootstrap`	consumes	`product`
`bootstrap`	consumes	`doc`
`bootstrap`	consumes	`shared`
`codebase-recon`	consumes	`repo-context`
`codebase-recon`	consumes	`existing-docs`
`codebase-recon`	produces	`codebase-recon.v1`
`codebase-recon`	produces	`evidence-bounded-recon-report`
`codex-exec`	produces	`codex-run-output`
`converter`	produces	`converted-skill`
`council`	consumes	`explicit-question`
`council`	consumes	`evidence`
`council`	produces	`council-report.v1`
`doc`	consumes	`repo-context`
`doc`	produces	`documentation`
`domain`	produces	`stdout`
`goals`	produces	`result.json`
`handoff`	produces	`.agents/handoff/*.md`
`idea-genie`	consumes	`repo-context`
`idea-genie`	consumes	`task-question`
`idea-genie`	consumes	`idea-portfolio.v1`
`idea-genie`	produces	`idea-portfolio.v1`
`idea-genie`	produces	`idea-challenge.v1`
`implement`	produces	`subject-manifest.v1`
`learn`	consumes	`verdict.v2`
`learn`	produces	`learning-observations`
`ntm`	consumes	`task-intent`
`ntm`	produces	`ntm-robot-state`
`ntm`	produces	`agent-worker-transcript`
`operationalize`	consumes	`evidence-backed-expertise`
`operationalize`	produces	`operationalization-proposal.v1`
`pattern-mining`	consumes	`repo-context`
`pattern-mining`	consumes	`task-question`
`pattern-mining`	produces	`pattern-mining.v1`
`postmortem`	consumes	`verdict.v2`
`postmortem`	produces	`postmortem-report.md`
`premortem`	produces	`premortem-plan-review.v1`
`product`	produces	`PRODUCT.md`
`reality-check`	consumes	`claim`
`reality-check`	consumes	`repository-evidence`
`reality-check`	produces	`reality-check-report.v1`
`refactor`	consumes	`repo-context`
`refactor`	produces	`code-changes`
`research`	consumes	`research-question`
`research`	produces	`research-report`
`reverse-engineer`	produces	`.agents/research/*.md`
`rpi`	consumes	`plan`
`rpi`	consumes	`implement`
`rpi`	consumes	`validate`
`rpi`	produces	`rpi-report.v1`
`scaffold`	produces	`project-scaffold`
`scope`	consumes	`proposed-write-scope`
`scope`	produces	`scope-review`
`security`	consumes	`repo-context`
`security`	produces	`security-report.json`
`shared`	produces	`reference-documents`
`skill-builder`	produces	`skill-source-package`
`skill-builder`	produces	`skill-hygiene-report`
`standards`	produces	`stdout`
`status`	produces	`stdout`
`swarm`	consumes	`explicit-disjoint-packets`
`swarm`	produces	`per-packet-results`
`test`	consumes	`standards`
`test`	consumes	`repo-context`
`test`	produces	`result.json`
`toil-mining`	produces	`result.json`
`using-gc`	consumes	`explicit-packets`
`using-gc`	produces	`gas-city-runtime-evidence`
`validate`	consumes	`subject-manifest.v1`
`validate`	produces	`subject-manifest.v1`
`validate`	produces	`verdict.v2`
`workflow-builder`	produces	`workflow-script`