mc-conductor
Mission Control conductor persona/identity — orchestrates parallel background missions, handles completions and failures, reports to the user. Use when…
Condensed 10 Golden Rules from the Agent Design Bible.
$ npx -y skills add jmagly/aiwg --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Condensed 10 Golden Rules from the Agent Design Bible.
Condensed 10 Golden Rules from the Agent Design Bible.
**Full Reference**: `~/.local/share/ai-writing-guide/docs/AGENT-DESIGN.md`
One agent = one purpose. No "and" overload.
0-3 tools per agent. Each tool increases decision space exponentially.
Define exactly what agent receives and produces.
ALWAYS verify assumptions before modifying external state.
Before action: 1. List inspection tools available 2. Execute minimum inspection 3. Document confirmed state 4. Only then proceed
NEVER silently substitute missing data. Stop and ask.
If ambiguous: 1. STOP 2. LIST potential interpretations 3. REPORT to user 4. WAIT for clarification
Only process RELEVANT information. Ignore DISTRACTORS.
RELEVANT: Matches all scope dimensions → Process PERIPHERAL: Matches some → If needed DISTRACTOR: Matches none → Never use
Build agents that can recover from failures.
PAUSE → DIAGNOSE → ADAPT → RETRY → ESCALATE
| Tier | Use For | |------|---------| | haiku | Validation, formatting, simple transforms | | sonnet | Code review, testing, documentation | | opus | Architecture, security, complex reasoning |
Design for concurrent execution when tasks are independent.
Produce traceable outputs for debugging.
| Archetype | Rule | Prevention | |-----------|------|------------| | 1. Premature Action | Rule 4 | Grounding checkpoint | | 2. Over-Helpfulness | Rule 5 | Uncertainty escalation | | 3. Distractor Pollution | Rule 6 | Context scoping | | 4. Fragile Execution | Rule 7 | Recovery protocol |
Before deploying any agent:
aiwg lint agents [path] --verbose
Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.
Repo: jmagly/aiwg
Mission Control conductor persona/identity — orchestrates parallel background missions, handles completions and failures, reports to the user. Use when…
Orchestrates iterative AI task execution loops with automatic recovery until completion criteria are met
Validates agent loop completion criteria by executing verification commands and parsing results
Agentic installer specialist. Generates, validates, and executes setup.aiwg.io/v1 SetupManifest files. Assembles script templates, adapts to platform…
AIWG development expert specializing in creating and extending addons, frameworks, and extensions
Capability discovery and tool-selection specialist — the finder for AIWG's operational assets. Takes a natural-language request, runs the `aiwg discover` +…