Extract report views, ratings, key assumptions and risks with sources and dates. Use when the user asks to research report breakdown with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

Compare option candidates and score components, with funding, expiry and assignment risks. Use when the user asks to options strategies with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

Separate reported claims from impact inferences, with related assets and next checkpoints. Use when the user asks to news impact with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

Compare research records you provide to see changes in facts, scores and judgments. Use when the user asks to investment review with AlphaGBM. Use the bundled Python runner; never silently replace real results with demos.

AI DevKit · Connect the current agent session to an available Telegram channel bridge.

Deep literature review — PubMed, EuropePMC, bioRxiv preprints, citation networks, evidence synthesis. Disambiguates queries, runs collision-aware searches, grades evidence T1-T4, and produces structured reports. Use for systematic literature review, meta-analysis evidence collection, and detailed answer-with-citations workflows.

Acquire and improve an epistemically responsible source-side account through conversation and consulted material. Use before substantive interviewing, source consultation, consequential correction or conflict resolution, and when recording workpiece evidence.

HASH Rust testing strategy. Use when writing Rust unit, integration, or snapshot tests, or choosing assertion and test-organization patterns.

End-to-end procedure for shipping a change to the Petrinaut packages (libs/@hashintel/petrinaut, petrinaut-core, petrinaut-cli, apps/petrinaut-opt, apps/petrinaut-website): the verification gates per package, the changeset step, docs sync, pre-PR hygiene checks, and CI expectations from draft to ready. Use when implementing any change in these packages, when creating a PR for Petrinaut work, when running tests or lints for them, or when checking CI on a Petrinaut PR.

The end-to-end workflow for adding a feature to Meshtastic-Android, in the order that keeps KMP source sets and the architecture intact. Use this whenever you start implementing a new feature or a sizeable behaviour change, before writing any code.

Build shared Compose Multiplatform UI in Meshtastic-Android - adaptive layouts on Material 3 Adaptive, plus the string and resource rules. Use this whenever you add or change a composable, add a user-facing string, or work on tablet, desktop or landscape layout. Consult the bundled `strings-index.txt` rather than opening the raw `strings.xml`, which is guarded for size.

Review a Meshtastic-Android change against KMP architecture, Compose Multiplatform and Modern Android Development conventions, starting from the four defect classes that keep recurring because neither the compiler, detekt nor spotless can see them. Use this for any PR review, for self-review before pushing, and whenever asked whether a change is safe to merge.

Keep GitHub Actions spend down on Meshtastic-Android - avoid redundant runs, cancel superseded ones, and pick the narrowest CI path for the change. Use this whenever you are about to push repeatedly, re-run a workflow, touch `.github/workflows/`, or someone asks why CI is slow, queued or expensive.

Run, launch, drive, and screenshot the Meshtastic app — the Compose Desktop app via hot reload (semantic clicks, live reload, window screenshots) or the Android app on an emulator (scripted deeplink bring-up, uiautomator taps, screencap). Use when asked to run the app, verify a UI change in the real app, take a screenshot, or exercise a flow end to end against a simulated radio.

Create or update reusable iPolloWork templates through conversation for Design, Slides/native editable PPT, and HyperFrames Video. Use when planning, generating, repairing, validating, or saving a template package, manifest, reusable variables, cover, slide/PPT markers, video composition, or design-system token integration.

Add or revise scene-bound narration in an active iPolloWork Video Studio project using its selected voice, media actions, timing contract, and final validation.

Create or edit the HyperFrames project owned by an active iPolloWork Video Studio session without changing the embedded Studio, starting another server, or writing to another project.

Create, revise, and verify slide presentations in an active iPolloWork Design session while retaining the selected template's visual and editable contracts.

Create or edit HTML designs inside an active iPolloWork Design Studio session while preserving its visual system, selection, theme tokens, and project boundaries.

Generate image assets through iPolloWork's image service, whether Image Studio is open or closed.