agentica-spawn

Name: agentica-spawn
Author: vibeeval

519stars44forks

How to install agentica-spawn?

vibeeval/vibecosystem/agentica-spawn

$npx -y skills add vibeeval/vibecosystem --skill agentica-spawn

Installs into the current project.

Summary

--- name: agentica-spawn description: Spawn Agentica multi-agent patterns user-invocable: false ---

Files · 1

View on GitHub

SKILL.md

1	# Agentica Spawn Skill
2
3	Use this skill after user selects an Agentica pattern.
4
5	## When to Use
6
7	- After agentica-orchestrator prompts user for pattern selection
8	- When user explicitly requests a multi-agent pattern (swarm, hierarchical, etc.)
9	- When implementing complex tasks that benefit from parallel agent execution
10	- For research tasks requiring multiple perspectives (use Swarm)
11	- For implementation tasks requiring coordination (use Hierarchical)
12	- For iterative refinement (use Generator/Critic)
13	- For high-stakes validation (use Jury)
14
15	## Pattern Selection to Spawn Method
16
17	### Swarm (Research/Explore)
18	```python
19	swarm = Swarm(
20	perspectives=[
21	"Security expert analyzing for vulnerabilities",
22	"Performance expert optimizing for speed",
23	"Architecture expert reviewing design"
24	],
25	aggregate_mode=AggregateMode.MERGE,
26	)
27	result = await swarm.execute(task_description)
28	```
29
30	### Hierarchical (Build/Implement)
31	```python
32	hierarchical = Hierarchical(
33	coordinator_premise="You break tasks into subtasks",
34	specialist_premises={
35	"planner": "You create implementation plans",
36	"implementer": "You write code",
37	"reviewer": "You review code for issues"
38	},
39	)
40	result = await hierarchical.execute(task_description)
41	```
42
43	### Generator/Critic (Iterate/Refine)
44	```python
45	gc = GeneratorCritic(
46	generator_premise="You generate solutions",
47	critic_premise="You critique and suggest improvements",
48	max_rounds=3,
49	)
50	result = await gc.run(task_description)
51	```
52
53	### Jury (Validate/Verify)
54	```python
55	jury = Jury(
56	num_jurors=5,
57	consensus_mode=ConsensusMode.MAJORITY,
58	premise="You evaluate the solution"
59	)
60	verdict = await jury.decide(bool, question)
61	```
62
63	## Environment Variables
64
65	All spawned agents receive:
66	- `SWARM_ID`: Unique identifier for this swarm run
67	- `AGENT_ROLE`: Role within the pattern (coordinator, specialist, etc.)
68	- `PATTERN_TYPE`: Which pattern is running

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agentica-spawn

519stars44forks

View on GitHub

How to install agentica-spawn?

vibeeval/vibecosystem/agentica-spawn

$npx -y skills add vibeeval/vibecosystem --skill agentica-spawn

Installs into the current project.

Summary

--- name: agentica-spawn description: Spawn Agentica multi-agent patterns user-invocable: false ---

Files · 1

View on GitHub

SKILL.md

1	# Agentica Spawn Skill
2
3	Use this skill after user selects an Agentica pattern.
4
5	## When to Use
6
7	- After agentica-orchestrator prompts user for pattern selection
8	- When user explicitly requests a multi-agent pattern (swarm, hierarchical, etc.)
9	- When implementing complex tasks that benefit from parallel agent execution
10	- For research tasks requiring multiple perspectives (use Swarm)
11	- For implementation tasks requiring coordination (use Hierarchical)
12	- For iterative refinement (use Generator/Critic)
13	- For high-stakes validation (use Jury)
14
15	## Pattern Selection to Spawn Method
16
17	### Swarm (Research/Explore)
18	```python
19	swarm = Swarm(
20	perspectives=[
21	"Security expert analyzing for vulnerabilities",
22	"Performance expert optimizing for speed",
23	"Architecture expert reviewing design"
24	],
25	aggregate_mode=AggregateMode.MERGE,
26	)
27	result = await swarm.execute(task_description)
28	```
29
30	### Hierarchical (Build/Implement)
31	```python
32	hierarchical = Hierarchical(
33	coordinator_premise="You break tasks into subtasks",
34	specialist_premises={
35	"planner": "You create implementation plans",
36	"implementer": "You write code",
37	"reviewer": "You review code for issues"
38	},
39	)
40	result = await hierarchical.execute(task_description)
41	```
42
43	### Generator/Critic (Iterate/Refine)
44	```python
45	gc = GeneratorCritic(
46	generator_premise="You generate solutions",
47	critic_premise="You critique and suggest improvements",
48	max_rounds=3,
49	)
50	result = await gc.run(task_description)
51	```
52
53	### Jury (Validate/Verify)
54	```python
55	jury = Jury(
56	num_jurors=5,
57	consensus_mode=ConsensusMode.MAJORITY,
58	premise="You evaluate the solution"
59	)
60	verdict = await jury.decide(bool, question)
61	```
62
63	## Environment Variables
64
65	All spawned agents receive:
66	- `SWARM_ID`: Unique identifier for this swarm run
67	- `AGENT_ROLE`: Role within the pattern (coordinator, specialist, etc.)
68	- `PATTERN_TYPE`: Which pattern is running

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6 picks

Type