Discovery
Strategic Advisor original task list
Turn a rough product idea into the first task inventory: user goal, scope, non-goals, risks, unknowns, dependencies, and decision points.
Use it before writing specs when the problem is still blurry.
2026 AI Coding Skills
These are not generic habits. They are repeatable task modules that help coding agents move from idea, prototype, and product intent into specs, task plans, safety rules, and implementation work.
Pick the skill first, then choose the tool. OpenSpec is strongest for spec-driven structure; Superpowers is strongest for reusable agent workflow discipline; Claude Code, Codex, OpenHands, Cursor, Gemini CLI, opencode, and Aider can execute or maintain the workflow once the skill artifacts are clear.
Discovery
Turn a rough product idea into the first task inventory: user goal, scope, non-goals, risks, unknowns, dependencies, and decision points.
Use it before writing specs when the problem is still blurry.
SDD
Convert an existing prototype into a spec-driven sequence: capture behavior, extract requirements, define acceptance criteria, then produce implementation tasks.
Use it when a working demo exists but the team needs maintainable specs before scaling.
Index
Create a project index that links README, architecture notes, OpenSpec changes, current tasks, accepted decisions, and verification commands.
Use it when agents keep losing project context or repeating stale decisions.
Safety
Document agent permissions, tool boundaries, model routing, secrets policy, handoff rules, rollback paths, and human approval checkpoints.
Use it before connecting multiple agents, MCP tools, cloud runners, or provider routers.
SDD
Write a change proposal before implementation: problem, proposed behavior, affected specs, migration notes, acceptance tests, and review questions.
Use it for features that are too large for a single prompt.
Execution
Split a spec into agent-sized tasks with owned files, verification commands, dependencies, and merge order.
Use it when multiple agents or multiple sessions will work on the same feature.
Architecture
Capture architecture decisions, alternatives rejected, tradeoffs, date, owner, and the specs or tasks affected by the decision.
Use it when agents keep reopening already-settled design questions.
Review
Define what counts as done: tests, build, browser check, migration dry run, screenshots, logs, and reviewer evidence.
Use it before an agent claims a task is complete.
Operations
Specify which tasks can use cheaper models, which require frontier models, and how fallback, token compression, and audit logs should work.
Use it when AI coding volume creates cost, quota, or reliability pressure.