Pause a heavy session at a NATURAL boundary and hand off to a fresh session via an audited handoff doc + ONE paste-able resume one-liner. Trigger when the user asks to resume/continue in a NEW session or chat ('resume in a new session', 'new session resumption', 'session handoff', 'let's pause and continue in a new…
Discover what to build next across a whole product: fan out parallel agents to map the current repo into a feature inventory, research competitors, ideate across seven value lenses, dedup and shortlist, spec and adversarially validate the winners, then synthesize a ranked roadmap. Distinct from brainstorm, which goes…
Use when a coding task needs an objective-first long-running loop with fresh-context work and review phases, explicit acceptance criteria, resumable state, and real blocked handling.
Use when polling external AIs (OpenAI, Anthropic) outside the host session for a neutral second opinion on a roadmap, diff, prompt, or file set — or 'cross-check with another model'.
Run a subagent-first structured improve-verify loop in OpenCode. Activate with /autoresearch or specialized modes like /autoresearch:plan, /autoresearch:debug, /autoresearch:fix, /autoresearch:learn, /autoresearch:predict, /autoresearch:scenario, /autoresearch:security, /autoresearch:ship. Supports recursive…
Use when: about to write code and docs/architecture/ exists with STATUS: APPROVED in architecture.yaml. Not when: no approved architecture yet (use compiling-architecture first), or architecture.yaml lacks STATUS: APPROVED header.
Research current job markets and hiring requirements, analyze recent job descriptions, compare them with a user's resume, projects, skills, and constraints, and turn the gaps into prioritized career actions. Use for students, job seekers, and career changers who need industry or role trends, cross-platform JD…
Chain of Truth (CoT) workflow for AI-assisted software development. Validated artifacts as the Source of Truth (SoT) — not prompts. 7 phases: SRS → Product Structure (IA + Design System + User Flows) → HiFi Prototype → Data Model → UCIC → Implementation → Testing. Use when: building a new feature/application with AI…
Full implementation mode - end-to-end feature implementation with phased execution, parallel work streams, verification gates, and atomic commits per phase.
Coding Agent Preflight for non-trivial coding work in Pi: classify direct/lightweight/full, lock goal/non-goals/risks/evidence, require approval when needed, and coordinate Pi goals/subagents with truthful routing. Use when ambiguity, risk, scope, or reviewability justifies a delivery contract; skip clear small direct…
Trợ lý Project Manager toàn diện, tích hợp Jira & Confluence qua Atlassian MCP. Gồm 3 nhóm chức năng: [Lập kế hoạch & Tài liệu] Sprint Planning (capacity, Sprint Goal) — Roadmap (quý/năm, milestone) — PRD (goals, scope, requirements) — User Story (chuẩn INVEST, tạo Jira issue) — Meeting Notes (action items, push Jira…
Use when the user types "/grill-me", says "grill me", "stress-test this", or "interrogate the plan" — a sequential, one-question-at-a-time interrogation that converges decisions BEFORE they calcify in a decision memo, a course/stage restructure, a rubric, or a template. Augments (does not replace) brainstorming…
Start a new Web plus Android product from the GreenField manual, which holds the prescribed monorepo, Firebase setup, contracts, AI layer, and billing. Use when the user wants to create a new product, app, or repository from scratch on this stack.
Daily entry workflow for NoteFlow OS. Create or update the current week's file, carry over unfinished work, summarize priorities, archive completed weeks, refresh the yearly index, and optionally update public tools.
Install or update Codex SDLC enforcement in the current repository. Use when the user wants this wizard set up as Codex hooks/docs, wants adaptive setup, or needs the generated Codex SDLC files repaired.
APS awareness, truth validation, and reconciliation. Loads plan context, validates selected work against current project truth before implementation, and reconciles plan state at task boundaries.
A Chinese-language workflow for exploring requirements, writing implementation plans, and carrying out repeated build-test-commit cycles. TDD means developing with tests as a guide; the description mentions this as part of its loop.
Enforce a claim-to-evidence-to-decision workflow for research projects. Use when planning experiments, implementing research code, analyzing results, changing scope, or preparing weekly updates.
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