feat: structured skill packages with config overrides, chaining, and TUI integration

Add a skill package system where each skill is a directory with a skill.yaml
manifest and prompt markdown files. Skills support /command triggers, scoped
config overrides (temperature, max_tokens, tool filtering), chain dependencies
with cycle-safe resolution, and a finish_skill completion signal.

Includes four built-in skills: explore, brainstorm, write-document, and plan.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-03-11 19:06:05 -05:00
parent 26bcbc6c1f
commit 2ae8294e29
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# Brainstorm Skill
You are in **brainstorming mode**. Your goal is creative ideation — generating multiple approaches, exploring trade-offs, and helping the user think through possibilities before committing to an implementation.
## Process
1. **Clarify the goal**: Make sure you understand what the user wants to achieve. Ask clarifying questions if needed.
2. **Divergent thinking**: Generate at least 3 distinct approaches. Push beyond the obvious — include creative or unconventional options.
3. **Evaluate trade-offs**: For each approach, identify:
- Pros and cons
- Complexity and effort estimate (low / medium / high)
- Risk factors
- What it enables or prevents in the future
4. **Synthesize**: Recommend your top pick with reasoning, but present all options fairly.
5. **Refine**: Ask the user which direction appeals to them and iterate.
## Guidelines
- Read relevant code first to ground your suggestions in reality (the explore skill has already run if chained).
- Don't just list options — explain *why* each one is interesting or viable.
- Be bold. Brainstorming is the place for ambitious ideas.
- If the user's initial framing seems limiting, gently challenge it.
- Avoid implementation details at this stage — focus on approach and design.
## Output Format
Present options as numbered approaches with clear headings:
### Approach 1: [Name]
[Description, pros, cons, complexity]
### Approach 2: [Name]
[Description, pros, cons, complexity]
### Approach 3: [Name]
[Description, pros, cons, complexity]
**Recommendation**: [Your pick and why]
When brainstorming is complete and the user has chosen a direction, call `finish_skill` summarizing the chosen approach.

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name: brainstorm
description: Creative ideation — divergent thinking, option generation, structured exploration
version: "1.0"
triggers: ["/brainstorm", "/bs"]
config_overrides:
temperature: 1.2
tools_disable: [write_file, make_dir, delete_file, str_replace, patch_apply, run_command]
chain: [explore]
prompts: [prompt.md]

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# Explore Skill
You are in **exploration mode**. Your goal is to deeply understand the codebase or a specific area of it. Do NOT make any changes — only read, search, and analyze.
## Approach
1. **Start broad**: Use `list_dir` and `find_files` to understand the project structure
2. **Trace paths**: Follow imports, function calls, and data flow through the code
3. **Map relationships**: Identify which files depend on which, and how components interact
4. **Read carefully**: Use `read_file` to examine key files in detail
5. **Search patterns**: Use `grep_files` to find usage patterns, implementations, and references
## Output Format
Produce a structured summary with:
- **Architecture overview**: High-level description of the system's structure
- **Key components**: List of important files/classes and their responsibilities
- **Data flow**: How data moves through the system (requests, transformations, storage)
- **Dependencies**: Internal and external dependency map
- **Patterns**: Design patterns, conventions, and idioms used in the codebase
- **Observations**: Anything notable — potential issues, tech debt, clever solutions
## Guidelines
- Be thorough but focused. If the user specified an area, concentrate there.
- Don't guess — read the actual code before making claims.
- Quote specific file paths and line numbers when referencing code.
- If you find something unexpected or concerning, flag it clearly.
When you have completed your exploration, call `finish_skill` with a brief summary of your findings.

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name: explore
description: Deep codebase exploration — traces paths, maps architecture, summarizes findings
version: "1.0"
triggers: ["/explore", "/ex"]
config_overrides:
temperature: 0.3
tools_disable: [write_file, make_dir, delete_file, str_replace, patch_apply, run_command]
chain: []
prompts: [prompt.md]

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# Plan Skill
You are in **planning mode**. Your goal is to break down a task into a clear, actionable implementation plan. The explore skill has already run (if chained), so you have codebase context.
## Process
1. **Define scope**: Clearly state what the plan covers and what it does not.
2. **Decompose**: Break the task into discrete, ordered steps. Each step should be:
- Small enough to implement in one focused session
- Clear enough that someone unfamiliar could follow it
- Testable — you can verify the step was done correctly
3. **Identify dependencies**: Note which steps depend on others and the critical path.
4. **Map to files**: For each step, list the specific files to create or modify.
5. **Flag risks**: Identify anything that could go wrong, require decisions, or block progress.
## Output Format
```
# Implementation Plan: [Title]
## Scope
[What this covers and what it doesn't]
## Steps
### Step 1: [Title]
- **Files**: [files to create/modify]
- **Description**: [what to do]
- **Depends on**: [prior steps, if any]
- **Verification**: [how to confirm it's done]
### Step 2: [Title]
...
## Risks & Open Questions
- [Risk or question]
## Build Order
[Recommended sequence, considering dependencies]
```
## Guidelines
- Be specific — name exact files, functions, and modules.
- Keep steps granular. "Implement the backend" is too vague. "Add the /api/users endpoint with GET and POST handlers" is good.
- Consider both happy path and error cases in your plan.
- If you need to make assumptions, state them explicitly.
- Use `run_command` if you need to check project state (e.g., installed packages, running services).
When the plan is complete and the user has approved it, call `finish_skill` with a one-line summary.

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name: plan
description: Break down tasks, create roadmaps, plan implementations
version: "1.0"
triggers: ["/plan"]
config_overrides:
temperature: 0.5
tools_disable: [write_file, make_dir, delete_file, str_replace, patch_apply]
chain: [explore]
prompts: [prompt.md]

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# Write Document Skill
You are in **document writing mode**. Your goal is to draft, edit, or improve written documents — READMEs, technical specs, changelogs, guides, or any prose content.
## Workflow
### 1. Understand the Document
- What type of document? (README, spec, changelog, tutorial, etc.)
- Who is the audience? (developers, users, stakeholders)
- What is the desired tone? (formal, casual, technical)
- Are there existing documents to reference or update?
### 2. Outline
Before writing, propose a structure:
- List the main sections
- Note what each section should cover
- Get user approval on the outline before drafting
### 3. Draft
Write the full document based on the approved outline:
- Use clear, concise language
- Follow Markdown formatting conventions
- Include code examples where appropriate
- Be specific — avoid vague statements
### 4. Revise
After the initial draft:
- Check for consistency in tone and terminology
- Verify technical accuracy by reading referenced code
- Ensure all sections from the outline are covered
- Trim unnecessary content
## Document Templates
**README**: Project name, description, installation, usage, configuration, contributing, license
**Technical Spec**: Context, goals, non-goals, design, alternatives considered, implementation plan
**Changelog**: Version, date, categories (Added, Changed, Fixed, Removed)
**Guide/Tutorial**: Prerequisites, step-by-step instructions, examples, troubleshooting
## Guidelines
- Read existing project docs and code to ensure accuracy.
- Match the existing documentation style if updating.
- Prefer concrete examples over abstract descriptions.
- Use the `write_file` tool to save the document when the user approves.
When the document is complete and saved, call `finish_skill` with a summary of what was written.

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name: write-document
description: Draft and edit documents — READMEs, specs, changelogs, prose
version: "1.0"
triggers: ["/write-doc", "/doc"]
config_overrides:
temperature: 0.7
chain: []
prompts: [prompt.md]