Orchestrate a research-plan-execute cycle for feature development with traceability.
npx skills add https://github.com/ran729/context-rot-skill --skill spex-plan
Please help me install this Agent Skill. Skill: spex-plan Source: https://github.com/ran729/context-rot-skill/tree/main/.claude/.claude/skills/spex-plan Command: npx skills add https://github.com/ran729/context-rot-skill --skill spex-plan
This Skill enforces a rigorous research-plan-execute cycle for feature development, ensuring complete traceability and preventing context rot by grounding AI actions in existing code, past requirements, and established policies.
Use the spex plan skill to start planning a new feature.
High-intent search queries and answers about installing and using this skill.
To prevent context rot during feature development, you can orchestrate a strict research-plan-execute cycle that grounds AI actions in existing code, past requirements, and established policies to maintain full traceability.
You identify semantic conflicts by checking new feature requests against existing code, established policies, and past decisions before generating a plan, ensuring the development workflow resolves ambiguities early.
The best way to enforce traceability in an AI-driven development workflow is using a strict state machine that transitions through research, plan generation, and execution while documenting all requirements and impact analyses.
You resolve ambiguities in software requirements by identifying unclear user requests during the research phase and addressing them before transitioning to the plan generation state of the development cycle.
Yes, you can use a strict state machine managing states like INIT, RESEARCH, GENERATE_PLAN, REVIEWING_PLAN, COMPILING_TASKS, EXECUTE, and COMPLETE to orchestrate the entire feature development lifecycle.
Without strict state management, AI orchestration suffers from context rot and loses traceability, meaning AI actions may drift from established policies and fail to document impact analyses accurately.
lasswelltAnalyze a codebase across technology, architecture, quality, and concerns to generate CODEBASE-MAP.md.
dfmonacoExecute implementation plans by writing code task by task.
tja688Cross-reference project plans against CONTEXT.md and ADR files.
devalexanderdazaAutomate BMad Method framework setup and npx-based installation commands.
