agents

Dynamic agent composition and management system. USE WHEN user says create custom agents, spin up custom agents, specialized agents, OR asks for agent personalities, available traits, agent voices. Handles custom agent creation, personality assignment, voice mapping, and parallel agent orchestration.

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Repository: danielmiessler/Personal_AI_Infrastructure
Last source activity: February 27, 2026 at 23:27
Detected SKILL.md language: English
Stars: 15,967
Forks: 2,205

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apertureoscillation

3-pass scope oscillation that holds a question constant while shifting the scope envelope — narrow/tactical, wide/strategic, then synthesis — to surface design tensions invisible at any single zoom level. Requires two distinct inputs: the tactical target (what you're building) and strategic context (the larger system it serves). Pass 1 captures the component's own internal logic. Pass 2 reveals what the system needs it to be. Pass 3 finds where those views diverge — that delta is the output. Produces: design tensions, scope recommendations, and coherence assessments. Single workflow: Workflows/Oscillate.md. BPE-fragile — quarterly test recommended to verify smarter models don't naturally oscillate scope without prompting. Best integration point: Algorithm OBSERVE phase (before ISC) or THINK phase (before approach commitment). NOT a lens rotation (that's IterativeDepth) and NOT idea generation (that's BeCreative). NOT FOR deep incident causal chains (use RootCauseAnalysis) or assumption decomposition (use Firs

2026-05-01

aphorisms

Manages a curated aphorism collection with full CRUD — content-based matching, themed search, thinker research, and database maintenance. Organizes quotes by author, theme, context, and newsletter usage history to prevent repetition. Four workflows: FindAphorism (analyze newsletter content, match themes, return 3-5 ranked recommendations with rationale), AddAphorism (parse quote + author, extract themes, validate uniqueness, update theme index), ResearchThinker (deep research on philosopher, add sourced quotes to database), SearchAphorisms (search by theme, keyword, or author). Database at ~/.claude/skills/aphorisms/Database/aphorisms.md — stores full quote text, author attribution, theme tags, context/background, source reference, and usage history per entry. Theme index supports 12+ categories: Work Ethic, Resilience, Learning, Stoicism, Risk, Wisdom, Truth-seeking, Excellence, Curiosity, Freedom, Rationality, Clarity. Supported thinkers: Hitchens, Feynman, Deutsch, Sam Harris, Spinoza, plus any requested a

2026-05-01

apify

Scrape social media platforms, business data, and e-commerce via Apify actors — Instagram profiles/posts/hashtags/comments, LinkedIn profiles/jobs/posts, TikTok profiles/hashtags/videos/comments, YouTube channels/search/comments, Facebook posts/groups/comments, Google Maps business search with contact/review/image extraction, Amazon products/reviews/pricing, and general-purpose multi-page web crawling with custom pageFunction extraction logic. File-based TypeScript wrappers (scrapeInstagramProfile, searchGoogleMaps, scrapeAmazonProduct, scrapeWebsite, etc.) filter and transform data in code before returning to model context, achieving 95-99% token savings over direct MCP protocol. Parallel multi-platform queries via Promise.all for social listening dashboards. Lead enrichment pipeline: Google Maps → qualified filter → optional LinkedIn enrichment. Competitive analysis across Instagram, YouTube, and TikTok simultaneously. USE WHEN scrape Instagram, scrape LinkedIn, scrape TikTok, scrape YouTube, scrape Faceboo

2026-05-01

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Agents - Custom Agent Composition System

Auto-routes when user mentions custom agents, agent creation, or specialized personalities.

Configuration: Base + User Merge

The Agents skill uses the standard PAI SYSTEM/USER two-tier pattern:

Location

Purpose

Updates With PAI?

Data/Traits.yaml

Base traits, example voices

Yes

USER/SKILLCUSTOMIZATIONS/Agents/Traits.yaml

Your voices, prosody, agents

How it works: ComposeAgent.ts loads base traits, then merges user customizations over them. Your customizations are never overwritten by PAI updates.

name	Agents
description	Dynamic agent composition and management system. USE WHEN user says create custom agents, spin up custom agents, specialized agents, OR asks for agent personalities, available traits, agent voices. Handles custom agent creation, personality assignment, voice mapping, and parallel agent orchestration.

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

Send voice notification:

curl -s -X POST http://localhost:8888/notify \
  -H "Content-Type: application/json" \
  -d '{"message": "Running the WORKFLOWNAME workflow in the Agents skill to ACTION"}' \
  > /dev/null 2>&1 &

Output text notification:

Running the **WorkflowName** workflow in the **Agents** skill to ACTION...

This is not optional. Execute this curl command immediately upon skill invocation.

Agents - Custom Agent Composition System

Auto-routes when user mentions custom agents, agent creation, or specialized personalities.

Configuration: Base + User Merge

The Agents skill uses the standard PAI SYSTEM/USER two-tier pattern:

Location	Purpose	Updates With PAI?
`Data/Traits.yaml`	Base traits, example voices	Yes
`USER/SKILLCUSTOMIZATIONS/Agents/Traits.yaml`	Your voices, prosody, agents	No

How it works: ComposeAgent.ts loads base traits, then merges user customizations over them. Your customizations are never overwritten by PAI updates.

Parameter	Range	Default	Effect
`stability`	0.0-1.0	0.5	Low = expressive/varied, High = consistent/monotone
`similarity_boost`	0.0-1.0	0.75	Voice identity preservation
`style`	0.0-1.0	0.0	Style exaggeration (higher = more dramatic)
`speed`	0.7-1.2	1.0	Speech rate
`use_speaker_boost`	boolean	true	Enhanced clarity (adds latency)

Personality	stability	style	speed	Rationale
Skeptical	0.60	0.10	0.95	Measured, precise
Enthusiastic	0.35	0.40	1.10	High energy
Analytical	0.65	0.08	0.95	Clear, structured
Bold	0.45	0.35	1.05	Confident, dynamic
Cautious	0.70	0.05	0.90	Careful, deliberate

User Says	What to Use	Why
"custom agents", "create custom agents"	ComposeAgent + `general-purpose`	Unique personalities, voices, colors
"agents", "launch agents", "bunch of agents"	SpawnParallel workflow	Same identity, parallel grunt work
"use [named agent]"	Named agent	Pre-defined personality from USER config

Type	Definition	Best For
Named Agents	Persistent identities defined in USER config	Recurring work, relationships
Dynamic Agents	Task-specific specialists composed from traits	One-off tasks, parallel work

Task Type	Model	Speed
Grunt work, simple checks	`haiku`	10-20x faster
Standard analysis, research	`sonnet`	Balanced
Deep reasoning, architecture	`opus`	Maximum quality

agents

Install options

Review the source files

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

Agents - Custom Agent Composition System

Configuration: Base + User Merge

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

Agents - Custom Agent Composition System

Configuration: Base + User Merge

User Customization Directory

Voice Prosody Settings

Prosody Parameters

Example Voice Configuration

Personality → Prosody Guidelines

Overview

Workflow Routing

Route Triggers

Components

Data

Tools

Templates

Architecture

Hybrid Agent Model

The Agent Spectrum

Examples

Extending the Skill

Adding Your Own Traits

Adding Named Agents

Model Selection

Version History

agents

Source facts

Install options

Review the source files

More from this repository

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

Agents - Custom Agent Composition System

Configuration: Base + User Merge

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

Agents - Custom Agent Composition System

Configuration: Base + User Merge

User Customization Directory

Voice Prosody Settings

Prosody Parameters

Example Voice Configuration

Personality → Prosody Guidelines

Overview

Workflow Routing

Route Triggers

Components

Data

Tools

Templates

Architecture

Hybrid Agent Model

The Agent Spectrum

Examples

Extending the Skill

Adding Your Own Traits

Adding Named Agents

Model Selection

Version History

More from this repository