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Author SHA1 Message Date
Nicolò Boschi 0f72f78971 skills 2026-01-23 11:00:22 +01:00
Nicolò Boschi 087de1b916 feat: support for npx add-skill 2026-01-23 10:45:14 +01:00
4 changed files with 371 additions and 0 deletions
@@ -25,6 +25,8 @@ The skill supports two deployment modes:
## Quick Install
### Option 1: Interactive Installer (Recommended)
```bash
curl -fsSL https://hindsight.vectorize.io/get-skill | bash
```
@@ -55,6 +57,26 @@ curl -fsSL https://hindsight.vectorize.io/get-skill | bash -s -- --app codex
curl -fsSL https://hindsight.vectorize.io/get-skill | bash -s -- --app claude --mode cloud
```
### Option 2: Using add-skill
If you use [add-skill](https://add-skill.org/) to manage your agent skills:
```bash
# For local mode (individual developers)
npx add-skill vectorize-io/hindsight --skill hindsight-local
# For Hindsight Cloud (teams)
npx add-skill vectorize-io/hindsight --skill hindsight-cloud
# For self-hosted Hindsight servers
npx add-skill vectorize-io/hindsight --skill hindsight-self-hosted
```
On first use, the AI will guide you through the remaining setup:
- **Local**: Run `uvx hindsight-embed configure` to set up your LLM provider
- **Cloud**: Provide your API key and bank ID
- **Self-hosted**: Provide your server URL, API key, and bank ID
## What the Skill Provides
Once installed, your AI assistant gains the ability to:
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---
name: hindsight
description: Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to Hindsight Cloud. (user)
---
# Hindsight Memory Skill (Cloud)
You have persistent memory via **Hindsight Cloud**. This memory bank is **shared with the team**, so knowledge stored here benefits everyone working on this codebase.
**Proactively store team knowledge and recall context** to provide better assistance.
## Setup Check (First-Time Only)
Before using memory commands, verify the Hindsight CLI is configured:
```bash
cat ~/.hindsight/config
```
**If the file doesn't exist or is missing credentials**, help the user set it up:
1. **Install the CLI** (if `hindsight` command not found):
```bash
curl -fsSL https://hindsight.vectorize.io/get-cli | bash
```
2. **Create the config file** - ask the user for their **API Key** (get it from https://ui.hindsight.vectorize.io):
```bash
mkdir -p ~/.hindsight
cat > ~/.hindsight/config << 'EOF'
api_url = "https://api.hindsight.vectorize.io"
api_key = "<user's API key>"
EOF
chmod 600 ~/.hindsight/config
```
3. **Get the bank ID** - ask the user for their team's bank ID (e.g., `team-myproject`)
After setup, use the bank ID in all commands below.
## Commands
Replace `<bank-id>` with the user's actual bank ID (e.g., `team-frontend`).
### Store a memory
Use `memory retain` to store what you learn:
```bash
hindsight memory retain <bank-id> "Project uses ESLint with Airbnb config and Prettier for formatting"
hindsight memory retain <bank-id> "Running tests requires NODE_ENV=test" --context procedures
hindsight memory retain <bank-id> "Build failed when using Node 18, works with Node 20" --context learnings
hindsight memory retain <bank-id> "Alice prefers verbose commit messages with context" --context preferences
```
### Recall memories
Use `memory recall` BEFORE starting tasks to get relevant context:
```bash
hindsight memory recall <bank-id> "project conventions and coding standards"
hindsight memory recall <bank-id> "Alice preferences for this project"
hindsight memory recall <bank-id> "what issues have we encountered before"
hindsight memory recall <bank-id> "how does the auth module work"
```
### Reflect on memories
Use `memory reflect` to synthesize context:
```bash
hindsight memory reflect <bank-id> "How should I approach this task based on past experience?"
```
## IMPORTANT: When to Store Memories
This is a **shared team bank**. Store knowledge that benefits the team. For individual preferences, include the person's name.
### Project/Team Conventions (shared)
- Coding standards ("Project uses 2-space indentation")
- Required tools and versions ("Project requires Node 20+, PostgreSQL 15+")
- Linting and formatting rules ("ESLint with Airbnb config")
- Testing conventions ("Integration tests require Docker running")
- Branch naming and PR conventions
### Individual Preferences (attribute to person)
- Personal coding style ("Alice prefers explicit type annotations")
- Communication preferences ("Bob prefers detailed PR descriptions")
- Tool preferences ("Carol uses vim keybindings")
### Procedure Outcomes
- Steps that successfully completed a task
- Commands that worked (or failed) and why
- Workarounds discovered
- Configuration that resolved issues
### Learnings from Tasks
- Bugs encountered and their solutions
- Performance optimizations that worked
- Architecture decisions and rationale
- Dependencies or version requirements
### Team Knowledge
- Onboarding information for new team members
- Common pitfalls and how to avoid them
- Architecture decisions and their rationale
- Integration points with external systems
- Domain knowledge and business logic explanations
## IMPORTANT: When to Recall Memories
**Always recall** before:
- Starting any non-trivial task
- Making decisions about implementation
- Suggesting tools, libraries, or approaches
- Writing code in a new area of the project
- When answering questions about the codebase
- When a team member asks how something works
## Best Practices
1. **Store immediately**: When you discover something, store it right away
2. **Be specific**: Store "npm test requires --experimental-vm-modules flag" not "tests need a flag"
3. **Include outcomes**: Store what worked AND what did not work
4. **Recall first**: Always check for relevant context before starting work
5. **Think team-first**: Store knowledge that would help other team members
6. **Attribute individual preferences**: Store "Alice prefers X" not just "User prefers X"
7. **Distinguish project vs personal**: Project conventions apply to everyone; personal preferences are per-person
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---
name: hindsight
description: Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)
---
# Hindsight Memory Skill (Local)
You have persistent memory via the `hindsight-embed` CLI. **Proactively store learnings and recall context** to provide better assistance.
## Setup Check (First-Time Only)
Before using memory commands, verify Hindsight is configured:
```bash
uvx hindsight-embed daemon status
```
**If this fails or shows "not configured"**, run the interactive setup:
```bash
uvx hindsight-embed configure
```
This will prompt for an LLM provider and API key. After setup, the commands below will work.
## Commands
### Store a memory
Use `memory retain` to store what you learn:
```bash
uvx hindsight-embed memory retain default "User prefers TypeScript with strict mode"
uvx hindsight-embed memory retain default "Running tests requires NODE_ENV=test" --context procedures
uvx hindsight-embed memory retain default "Build failed when using Node 18, works with Node 20" --context learnings
```
### Recall memories
Use `memory recall` BEFORE starting tasks to get relevant context:
```bash
uvx hindsight-embed memory recall default "user preferences for this project"
uvx hindsight-embed memory recall default "what issues have we encountered before"
```
### Reflect on memories
Use `memory reflect` to synthesize context:
```bash
uvx hindsight-embed memory reflect default "How should I approach this task based on past experience?"
```
## IMPORTANT: When to Store Memories
**Always store** after you learn something valuable:
### User Preferences
- Coding style (indentation, naming conventions, language preferences)
- Tool preferences (editors, linters, formatters)
- Communication preferences
- Project conventions
### Procedure Outcomes
- Steps that successfully completed a task
- Commands that worked (or failed) and why
- Workarounds discovered
- Configuration that resolved issues
### Learnings from Tasks
- Bugs encountered and their solutions
- Performance optimizations that worked
- Architecture decisions and rationale
- Dependencies or version requirements
## IMPORTANT: When to Recall Memories
**Always recall** before:
- Starting any non-trivial task
- Making decisions about implementation
- Suggesting tools, libraries, or approaches
- Writing code in a new area of the project
## Best Practices
1. **Store immediately**: When you discover something, store it right away
2. **Be specific**: Store "npm test requires --experimental-vm-modules flag" not "tests need a flag"
3. **Include outcomes**: Store what worked AND what did not work
4. **Recall first**: Always check for relevant context before starting work
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---
name: hindsight
description: Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to a self-hosted Hindsight server. (user)
---
# Hindsight Memory Skill (Self-Hosted)
You have persistent memory via a **self-hosted Hindsight server**. This memory bank can be **shared with the team**, so knowledge stored here benefits everyone working on this codebase.
**Proactively store team knowledge and recall context** to provide better assistance.
## Setup Check (First-Time Only)
Before using memory commands, verify the Hindsight CLI is configured:
```bash
cat ~/.hindsight/config
```
**If the file doesn't exist or is missing credentials**, help the user set it up:
1. **Install the CLI** (if `hindsight` command not found):
```bash
curl -fsSL https://hindsight.vectorize.io/get-cli | bash
```
2. **Create the config file** - ask the user for:
- **API URL**: Their self-hosted Hindsight server URL (e.g., `https://hindsight.mycompany.com`)
- **API Key**: Their authentication key
```bash
mkdir -p ~/.hindsight
cat > ~/.hindsight/config << 'EOF'
api_url = "<user's server URL>"
api_key = "<user's API key>"
EOF
chmod 600 ~/.hindsight/config
```
3. **Get the bank ID** - ask the user for their bank ID (e.g., `team-myproject`)
After setup, use the bank ID in all commands below.
## Commands
Replace `<bank-id>` with the user's actual bank ID (e.g., `team-frontend`).
### Store a memory
Use `memory retain` to store what you learn:
```bash
hindsight memory retain <bank-id> "Project uses ESLint with Airbnb config and Prettier for formatting"
hindsight memory retain <bank-id> "Running tests requires NODE_ENV=test" --context procedures
hindsight memory retain <bank-id> "Build failed when using Node 18, works with Node 20" --context learnings
hindsight memory retain <bank-id> "Alice prefers verbose commit messages with context" --context preferences
```
### Recall memories
Use `memory recall` BEFORE starting tasks to get relevant context:
```bash
hindsight memory recall <bank-id> "project conventions and coding standards"
hindsight memory recall <bank-id> "Alice preferences for this project"
hindsight memory recall <bank-id> "what issues have we encountered before"
hindsight memory recall <bank-id> "how does the auth module work"
```
### Reflect on memories
Use `memory reflect` to synthesize context:
```bash
hindsight memory reflect <bank-id> "How should I approach this task based on past experience?"
```
## IMPORTANT: When to Store Memories
This is a **shared team bank**. Store knowledge that benefits the team. For individual preferences, include the person's name.
### Project/Team Conventions (shared)
- Coding standards ("Project uses 2-space indentation")
- Required tools and versions ("Project requires Node 20+, PostgreSQL 15+")
- Linting and formatting rules ("ESLint with Airbnb config")
- Testing conventions ("Integration tests require Docker running")
- Branch naming and PR conventions
### Individual Preferences (attribute to person)
- Personal coding style ("Alice prefers explicit type annotations")
- Communication preferences ("Bob prefers detailed PR descriptions")
- Tool preferences ("Carol uses vim keybindings")
### Procedure Outcomes
- Steps that successfully completed a task
- Commands that worked (or failed) and why
- Workarounds discovered
- Configuration that resolved issues
### Learnings from Tasks
- Bugs encountered and their solutions
- Performance optimizations that worked
- Architecture decisions and rationale
- Dependencies or version requirements
### Team Knowledge
- Onboarding information for new team members
- Common pitfalls and how to avoid them
- Architecture decisions and their rationale
- Integration points with external systems
- Domain knowledge and business logic explanations
## IMPORTANT: When to Recall Memories
**Always recall** before:
- Starting any non-trivial task
- Making decisions about implementation
- Suggesting tools, libraries, or approaches
- Writing code in a new area of the project
- When answering questions about the codebase
- When a team member asks how something works
## Best Practices
1. **Store immediately**: When you discover something, store it right away
2. **Be specific**: Store "npm test requires --experimental-vm-modules flag" not "tests need a flag"
3. **Include outcomes**: Store what worked AND what did not work
4. **Recall first**: Always check for relevant context before starting work
5. **Think team-first**: Store knowledge that would help other team members
6. **Attribute individual preferences**: Store "Alice prefers X" not just "User prefers X"
7. **Distinguish project vs personal**: Project conventions apply to everyone; personal preferences are per-person