A task appears in Asana
A consultant creates or moves work into a Jessie-eligible place and assigns it to Jessie when required.
Jessie runtime
Asana Task Agent Flow
The end-to-end path from Asana task to context-aware, AI Gateway-routed, review-ready output.
Plain Flow
Jessie checks eligibility
The runtime confirms the task should be handled by Jessie and fetches the current task truth from Asana.
Jessie selects a skill
Routing chooses a specific skill or the generic handler. Ambiguity leads to clarification.
Jessie loads context
Approved client context and task-specific consultant notes are assembled before analysis.
Jessie retrieves evidence
The selected toolkit fetches configured data sources and records caveats.
Jessie calls the LLM
Insight synthesis goes through Cloudflare AI Gateway, not direct provider calls.
Jessie posts review output
The result returns to the same Asana task as a review comment and attachment or artifact reference.
Technical Flow
Asana
Task/comment eventWebhook hintLatest task fetchReview comment/attachmentCloudflare Worker
Signature checkQueue candidateRun lease/stateFeedback revision/watchdogSkill executionContext & Evidence
Business Unit resolutionContext retrievalSource asset readsR2/D1 artifact writesAI Gateway
Bounded prompt capsuleProvider-routed model callSanitized run-step traceFallback issue if unavailableFailure Paths
| Failure | What Jessie should do |
|---|---|
| Ambiguous client or skill | Ask a clarification question on the Asana task. |
| Missing configured source | Report the missing source or credential caveat without inventing data. |
| Context unavailable after preflight | Use the context-unavailable capsule or block according to the configured gate, and surface the caveat. |
| Human revision stuck | The runner watchdog requeues stale revision_requested or revision_running runs with the feedback-round context so consultant comments do not get stranded. |
| AI Gateway unavailable | Use deterministic fallback wording only when supported, log a platform issue, and state the fallback in the artifact. |
| External provider partial failure | Continue with available evidence only if the report remains useful and caveats are explicit. |
Write Boundaries
- Jessie writes to the source Asana task and internal runtime stores.
- Jessie does not change client systems, ad platforms, websites, tracking, or dashboards today.
- Platform Build agents can work in isolated branches/worktrees for repo changes, but merge requires approval.