micro-skill-creator

Name: micro-skill-creator
Author: DNYoussef

32stars6forks

How to install micro-skill-creator?

dnyoussef/context-cascade/micro-skill-creator

$npx -y skills add DNYoussef/context-cascade --skill micro-skill-creator

Installs into the current project.

Summary

/*============================================================================*/ /* MICRO-SKILL-CREATOR SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/

Files · 1

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SKILL.md

1	/============================================================================/
2	/* MICRO-SKILL-CREATOR SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: micro-skill-creator
7	version: 2.0.0
8	description: \|
9	[assert\|neutral] Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, pr [ground:given] [conf:0.95] [state:confirmed]
10	category: foundry
11	tags:
12	- skill-creation
13	- atomic
14	- modular
15	- evidence-based
16	- specialist-agents
17	author: ruv
18	cognitive_frame:
19	primary: evidential
20	goal_analysis:
21	first_order: "Execute micro-skill-creator workflow"
22	second_order: "Ensure quality and consistency"
23	third_order: "Enable systematic foundry processes"
24	---
25
26	/----------------------------------------------------------------------------/
27	/* S0 META-IDENTITY */
28	/----------------------------------------------------------------------------/
29
30	[define\|neutral] SKILL := {
31	name: "micro-skill-creator",
32	category: "foundry",
33	version: "2.0.0",
34	layer: L1
35	} [ground:given] [conf:1.0] [state:confirmed]
36
37	/----------------------------------------------------------------------------/
38	/* S1 COGNITIVE FRAME */
39	/----------------------------------------------------------------------------/
40
41	[define\|neutral] COGNITIVE_FRAME := {
42	frame: "Evidential",
43	source: "Turkish",
44	force: "How do you know?"
45	} [ground:cognitive-science] [conf:0.92] [state:confirmed]
46
47	## Kanitsal Cerceve (Evidential Frame Activation)
48	Kaynak dogrulama modu etkin.
49
50	/----------------------------------------------------------------------------/
51	/* S2 TRIGGER CONDITIONS */
52	/----------------------------------------------------------------------------/
53
54	[define\|neutral] TRIGGER_POSITIVE := {
55	keywords: ["micro-skill-creator", "foundry", "workflow"],
56	context: "user needs micro-skill-creator capability"
57	} [ground:given] [conf:1.0] [state:confirmed]
58
59	/----------------------------------------------------------------------------/
60	/* S3 CORE CONTENT */
61	/----------------------------------------------------------------------------/
62
63	<!-- SKILL SOP IMPROVEMENT v1.0 -->
64	## Skill Execution Criteria
65
66	### When to Use This Skill
67	- Building atomic, reusable workflow components
68	- Creating focused skills that do one thing exceptionally well
69	- Establishing building blocks for cascade orchestration
70	- Developing domain-specific micro-capabilities
71	- When repeatability and composability are critical
72
73	### When NOT to Use This Skill
74	- For complex multi-step workflows (use cascade-orchestrator instead)
75	- For one-off exploratory tasks without reuse value
76	- When task is too simple to benefit from skill abstraction
77	- When external tools already handle the capability better
78
79	### Success Criteria
80	- [assert\|neutral] primary_outcome: "Atomic skill with single responsibility, clean interface, specialist agent, and systematic validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional]
81	- [assert\|neutral] quality_threshold: 0.95 [ground:acceptance-criteria] [conf:0.90] [state:provisional]
82	- [assert\|neutral] verification_method: "Skill executes successfully in isolation, composes cleanly with other skills, passes functionality-audit validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional]
83
84	### Edge Cases
85	- case: "Skill scope creep (trying to do too much)"
86	handling: "Decompose into multiple micro-skills with clear interfaces, apply Unix philosophy"
87	- case: "Unclear input/output contract"
88	handling: "Define explicit schema, add validation, document expected formats"
89	- case: "Skill depends on external state"
90	handling: "Make dependencies explicit parameters, document preconditions, add state validation"
91
92	### Skill Guardrails
93	NEVER:
94	- "Create skills with multiple responsibilities (violates atomic principle)"
95	- "Use generic agents instead of domain specialists"
96	- "Skip validation testing (functionality-audit required)"
97	- "Create skills without clear composability in mind"
98	ALWAYS:
99	- "Follow single responsibility principle (one skill, one purpose)"
100	- "Design specialist agent with evidence-based prompting (self-consistency, program-of-thought, plan-and-solve)"
101	- "Define clean input/output contracts with validation"
102	- "Test in isolation AND in composition with other skills"
103	- "Integrate with neural training for continuous improvement"
104
105	### Evidence-Based Execution
106	self_consistency: "After skill creation, execute multiple times with same input to verify deterministic behavior and consistent quality"
107	program_of_thought: "Decompose creation into: 1) Define single responsibility,

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micro-skill-creator

32stars6forks

View on GitHub

How to install micro-skill-creator?

dnyoussef/context-cascade/micro-skill-creator

$npx -y skills add DNYoussef/context-cascade --skill micro-skill-creator

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	/============================================================================/
2	/* MICRO-SKILL-CREATOR SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: micro-skill-creator
7	version: 2.0.0
8	description: \|
9	[assert\|neutral] Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, pr [ground:given] [conf:0.95] [state:confirmed]
10	category: foundry
11	tags:
12	- skill-creation
13	- atomic
14	- modular
15	- evidence-based
16	- specialist-agents
17	author: ruv
18	cognitive_frame:
19	primary: evidential
20	goal_analysis:
21	first_order: "Execute micro-skill-creator workflow"
22	second_order: "Ensure quality and consistency"
23	third_order: "Enable systematic foundry processes"
24	---
25
26	/----------------------------------------------------------------------------/
27	/* S0 META-IDENTITY */
28	/----------------------------------------------------------------------------/
29
30	[define\|neutral] SKILL := {
31	name: "micro-skill-creator",
32	category: "foundry",
33	version: "2.0.0",
34	layer: L1
35	} [ground:given] [conf:1.0] [state:confirmed]
36
37	/----------------------------------------------------------------------------/
38	/* S1 COGNITIVE FRAME */
39	/----------------------------------------------------------------------------/
40
41	[define\|neutral] COGNITIVE_FRAME := {
42	frame: "Evidential",
43	source: "Turkish",
44	force: "How do you know?"
45	} [ground:cognitive-science] [conf:0.92] [state:confirmed]
46
47	## Kanitsal Cerceve (Evidential Frame Activation)
48	Kaynak dogrulama modu etkin.
49
50	/----------------------------------------------------------------------------/
51	/* S2 TRIGGER CONDITIONS */
52	/----------------------------------------------------------------------------/
53
54	[define\|neutral] TRIGGER_POSITIVE := {
55	keywords: ["micro-skill-creator", "foundry", "workflow"],
56	context: "user needs micro-skill-creator capability"
57	} [ground:given] [conf:1.0] [state:confirmed]
58
59	/----------------------------------------------------------------------------/
60	/* S3 CORE CONTENT */
61	/----------------------------------------------------------------------------/
62
63	<!-- SKILL SOP IMPROVEMENT v1.0 -->
64	## Skill Execution Criteria
65
66	### When to Use This Skill
67	- Building atomic, reusable workflow components
68	- Creating focused skills that do one thing exceptionally well
69	- Establishing building blocks for cascade orchestration
70	- Developing domain-specific micro-capabilities
71	- When repeatability and composability are critical
72
73	### When NOT to Use This Skill
74	- For complex multi-step workflows (use cascade-orchestrator instead)
75	- For one-off exploratory tasks without reuse value
76	- When task is too simple to benefit from skill abstraction
77	- When external tools already handle the capability better
78
79	### Success Criteria
80	- [assert\|neutral] primary_outcome: "Atomic skill with single responsibility, clean interface, specialist agent, and systematic validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional]
81	- [assert\|neutral] quality_threshold: 0.95 [ground:acceptance-criteria] [conf:0.90] [state:provisional]
82	- [assert\|neutral] verification_method: "Skill executes successfully in isolation, composes cleanly with other skills, passes functionality-audit validation" [ground:acceptance-criteria] [conf:0.90] [state:provisional]
83
84	### Edge Cases
85	- case: "Skill scope creep (trying to do too much)"
86	handling: "Decompose into multiple micro-skills with clear interfaces, apply Unix philosophy"
87	- case: "Unclear input/output contract"
88	handling: "Define explicit schema, add validation, document expected formats"
89	- case: "Skill depends on external state"
90	handling: "Make dependencies explicit parameters, document preconditions, add state validation"
91
92	### Skill Guardrails
93	NEVER:
94	- "Create skills with multiple responsibilities (violates atomic principle)"
95	- "Use generic agents instead of domain specialists"
96	- "Skip validation testing (functionality-audit required)"
97	- "Create skills without clear composability in mind"
98	ALWAYS:
99	- "Follow single responsibility principle (one skill, one purpose)"
100	- "Design specialist agent with evidence-based prompting (self-consistency, program-of-thought, plan-and-solve)"
101	- "Define clean input/output contracts with validation"
102	- "Test in isolation AND in composition with other skills"
103	- "Integrate with neural training for continuous improvement"
104
105	### Evidence-Based Execution
106	self_consistency: "After skill creation, execute multiple times with same input to verify deterministic behavior and consistent quality"
107	program_of_thought: "Decompose creation into: 1) Define single responsibility,

People who liked this also viewed

6 picks

Type