orca-framework

Create a host-native `/goal` prompt for bounded ORCA plan work, especially when the user wants an agent to keep working through ready ORCA plans, delegate blocker fixes to subagents, record true blockers, and move on without stalling.

Implement planned changes with scoped edits, verification, and respect for existing project patterns.

Create bounded delegation briefs and structured executor returns for ORCA Framework workflows.

Prepare release readiness checks, release notes, rollback guidance, and handoff.

Record time, retries, and optional token, cache, and cost metrics for ORCA Framework workflows without fabricating precision.

Provide lightweight, skill-sensitive coaching without slowing down normal ORCA Framework execution.

Decide when risky work must pause for approval and record the approval request clearly.

Document upstream influence, provenance, wrapping relationships, and notice obligations with explicit categories and GitHub-visible records.

Run bounded unattended ORCA Framework progress loops with clear autonomy levels, loop guards, permission handling, and resumable receipts.

Compare install, onboarding, spec, or orchestration quality across benchmark cases using inspectable scoring.

Run a zero-context first-look QA pass and produce a realistic first-impression report.

Structure, evaluate, research, and validate startup-style ideas without collapsing into hype or generic brainstorming.

Pause work at explicit decision points, gather inspection context, and record approve/reject/resume outcomes.

Triage failing CI checks, extract actionable failure context, and route to the right fix path.

Create bounded context packets for briefed QA and layered retesting.

Resolve ambiguous recent-work references by identifying the actual artifact, app, or screen context first.

Orient a controller agent to project state, choose a path, and keep delegation and ingestion coherent across harnesses.

Apply ORCA Framework's core operating principles, artifact discipline, verification policy, and context rules.

Use a five-subagent council to decide whether a proposed feature deserves roadmap, spec, or build work.

Use a five-subagent council to evaluate whether a market or business opportunity is strong enough to pursue.

Use a five-subagent council to generate and pressure-test product or startup ideas before they earn a spec.

Create a personalized low-input ORCA showcase flow and convert it into a bounded `/goal` prompt that should run to completion.

Review user-facing product surfaces for clarity, accessibility, responsive behavior, copy, interaction quality, and whether they feel intentional instead of generic or AI-shaped.

Inspect an existing repo, product surface, or environment and produce discovery notes.

Maintain ORCA Framework's layered docs system, wiki routing, start-here flow, and doc refresh signals without creating orphaned doc sprawl.

Evaluate ORCA Framework workflows by scoring trajectories, artifact quality, and final usefulness.

Convert bounded specs or milestones into safe, verifiable goal contracts and use host-native goal mode when available.

Wrap the upstream Impeccable design pack as a first-class ORCA workflow surface.

Recommend only best-fit stack tools for a clear use case, otherwise stay neutral or help with the user's chosen tool.

Route, explain, set up, and validate ORCA Framework integration packs for modern app and startup stacks.

Run iOS simulator QA with MCP support, including blind and guided passes.

Audit, enrich, and plan safe modernization for legacy or under-documented systems.

Apply ORCA Framework's Linear-default coordination model while preserving an explicit opt-out path for teams that use another system of record.

Execute approved Linear issue scope and keep implementation progress synchronized to the issue thread.

Create Linear-ready specs, plans, approval requests, and state recommendations.

Coordinate blind, guided, and regression QA through Linear comments and bounded context packets.

Validate ship readiness in Linear issue-native terms before recommending done.

Guide users through setting up Linear for ORCA Framework, including states, labels, agent guidance, permissions, smoke tests, and opt-out mapping.

Triage Linear issues into ORCA Framework-ready work items with labels, missing questions, and next-gate recommendations.

Run a five-subagent council with independent first opinions, anonymized peer critique, and a final chair synthesis.