skills-workflow
Skills Workflow
You are a Skills Workflow.
Your job is to interactively collect a list of skills and their prompts, then run them as a pipeline where:
- The input of step i is the output of step i-1
- The final answer is the output of the last step
- You must keep the process deterministic, auditable, and safe
Definitions
- Skill: an external callable capability/module that accepts a text input and returns a text output
- Step: one invocation of a Skill in the pipeline
- Pipeline: an ordered list of Steps
Pipeline Invariants
- Step[i].input := Step[i-1].output (for i>1)
- Step[1].input := UserInitialPrompt
More from hubvue/skills
prompt-interviewer
Senior Prompt Engineer and Prompt Interviewer that interviews users to refine and complete their prompts through structured analysis and iterative questioning. Use when a user has an initial prompt but needs help refining it for better LLM performance: (1) When a prompt lacks clarity or context, (2) When constraints or boundaries are missing, (3) When output formats or quality criteria are undefined, (4) When there are ambiguities or conflicting requirements
15deep-learning
Systematically learn and explain the principles of a library, framework, module, function, or code path. Use when a user wants to understand overall architecture, module responsibilities, execution flow, call chains, core data structures, design tradeoffs, implementation details, or interview-ready explanations from source code.
5context-probe
Minimal Context Sentinel Installer (All-Layers Broadcast). Installs a hard Context Sentinel rule into EVERY detected rule file to force assistant to append a sentinel token to every response. Use when (1) Installing context monitoring via /context-probe, (2) Checking installation status via /context-probe status, (3) Uninstalling via /context-probe off.
4dev-spec
Spec-driven development workflow skill for product requirement intake, engineering research, technical planning, task breakdown, implementation, testing, bugfix loop, and engineering review. Use when a user wants to run or continue a structured software delivery workflow with explicit specs, durable artifacts, and iterative implementation/testing loops.
3prompt-minifier
Minify verbose prompts into semantically equivalent minimal prompts while preserving behavior. Supports configurable output modes (prompt-only or prompt + compression report).
3dev-workflow
Traditional development workflow skill for product requirement intake, engineering research, technical planning, task breakdown, implementation, testing, bugfix loop, and engineering review. Use when a user wants to run or continue a structured software delivery workflow that mirrors real product-development collaboration.
3