when-managing-token-budget-use-token-budget-advisor

Name: when-managing-token-budget-use-token-budget-advisor
Author: DNYoussef

32stars6forks

How to install when-managing-token-budget-use-token-budget-advisor?

dnyoussef/context-cascade/when-managing-token-budget-use-token-budget-advisor

$npx -y skills add DNYoussef/context-cascade --skill when-managing-token-budget-use-token-budget-advisor

Installs into the current project.

Summary

/*============================================================================*/ /* WHEN-MANAGING-TOKEN-BUDGET-USE-TOKEN-BUDGET-ADVISOR SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/

Files · 1

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SKILL.md

1	/============================================================================/
2	/* WHEN-MANAGING-TOKEN-BUDGET-USE-TOKEN-BUDGET-ADVISOR SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: when-managing-token-budget-use-token-budget-advisor
7	version: 1.0.0
8	description: \|
9	[assert\|neutral] Proactive token budget management tool for assessing usage, analyzing task complexity, generating chunking strategies, and creating execution plans that stay within budget limits [ground:given] [conf:0.95] [state:confirmed]
10	category: foundry
11	tags:
12	- meta-tool
13	- token-management
14	- budget-optimization
15	- task-planning
16	- chunking
17	author: ruv
18	cognitive_frame:
19	primary: compositional
20	goal_analysis:
21	first_order: "Execute when-managing-token-budget-use-token-budget-advisor 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: "when-managing-token-budget-use-token-budget-advisor",
32	category: "foundry",
33	version: "1.0.0",
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: "Compositional",
43	source: "German",
44	force: "Build from primitives?"
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: ["when-managing-token-budget-use-token-budget-advisor", "foundry", "workflow"],
56	context: "user needs when-managing-token-budget-use-token-budget-advisor 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	- [AUTO-EXTRACTED from skill description and content]
68	- [Task patterns this skill is optimized for]
69	- [Workflow contexts where this skill excels]
70
71	### When NOT to Use This Skill
72	- [Situations where alternative skills are better suited]
73	- [Anti-patterns that indicate wrong skill choice]
74	- [Edge cases this skill doesn't handle well]
75
76	### Success Criteria
77	- primary_outcome: "[SKILL-SPECIFIC measurable result based on skill purpose]"
78	- [assert\|neutral] quality_threshold: 0.85 [ground:acceptance-criteria] [conf:0.90] [state:provisional]
79	- verification_method: "[How to validate skill executed correctly and produced expected outcome]"
80
81	### Edge Cases
82	- case: "Ambiguous or incomplete input"
83	handling: "Request clarification, document assumptions, proceed with explicit constraints"
84	- case: "Conflicting requirements or constraints"
85	handling: "Surface conflict to user, propose resolution options, document trade-offs"
86	- case: "Insufficient context for quality execution"
87	handling: "Flag missing information, provide template for needed context, proceed with documented limitations"
88
89	### Skill Guardrails
90	NEVER:
91	- "[SKILL-SPECIFIC anti-pattern that breaks methodology]"
92	- "[Common mistake that degrades output quality]"
93	- "[Shortcut that compromises skill effectiveness]"
94	ALWAYS:
95	- "[SKILL-SPECIFIC requirement for successful execution]"
96	- "[Critical step that must not be skipped]"
97	- "[Quality check that ensures reliable output]"
98
99	### Evidence-Based Execution
100	self_consistency: "After completing this skill, verify output quality by [SKILL-SPECIFIC validation approach]"
101	program_of_thought: "Decompose this skill execution into: [SKILL-SPECIFIC sequential steps]"
102	plan_and_solve: "Plan: [SKILL-SPECIFIC planning phase] -> Execute: [SKILL-SPECIFIC execution phase] -> Verify: [SKILL-SPECIFIC verification phase]"
103	<!-- END SKILL SOP IMPROVEMENT -->
104
105	# Token Budget Advisor
106
107	## Kanitsal Cerceve (Evidential Frame Activation)
108	Kaynak dogrulama modu etkin.
109
110
111
112	Purpose: Proactively manage token budgets by analyzing current usage, estimating task complexity, generating intelligent chunking strategies, prioritizing work, and creating step-by-step execution plans that stay within budget limits.
113
114	## When to

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when-managing-token-budget-use-token-budget-advisor

32stars6forks

View on GitHub

How to install when-managing-token-budget-use-token-budget-advisor?

dnyoussef/context-cascade/when-managing-token-budget-use-token-budget-advisor

$npx -y skills add DNYoussef/context-cascade --skill when-managing-token-budget-use-token-budget-advisor

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	/============================================================================/
2	/* WHEN-MANAGING-TOKEN-BUDGET-USE-TOKEN-BUDGET-ADVISOR SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: when-managing-token-budget-use-token-budget-advisor
7	version: 1.0.0
8	description: \|
9	[assert\|neutral] Proactive token budget management tool for assessing usage, analyzing task complexity, generating chunking strategies, and creating execution plans that stay within budget limits [ground:given] [conf:0.95] [state:confirmed]
10	category: foundry
11	tags:
12	- meta-tool
13	- token-management
14	- budget-optimization
15	- task-planning
16	- chunking
17	author: ruv
18	cognitive_frame:
19	primary: compositional
20	goal_analysis:
21	first_order: "Execute when-managing-token-budget-use-token-budget-advisor 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: "when-managing-token-budget-use-token-budget-advisor",
32	category: "foundry",
33	version: "1.0.0",
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: "Compositional",
43	source: "German",
44	force: "Build from primitives?"
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: ["when-managing-token-budget-use-token-budget-advisor", "foundry", "workflow"],
56	context: "user needs when-managing-token-budget-use-token-budget-advisor 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	- [AUTO-EXTRACTED from skill description and content]
68	- [Task patterns this skill is optimized for]
69	- [Workflow contexts where this skill excels]
70
71	### When NOT to Use This Skill
72	- [Situations where alternative skills are better suited]
73	- [Anti-patterns that indicate wrong skill choice]
74	- [Edge cases this skill doesn't handle well]
75
76	### Success Criteria
77	- primary_outcome: "[SKILL-SPECIFIC measurable result based on skill purpose]"
78	- [assert\|neutral] quality_threshold: 0.85 [ground:acceptance-criteria] [conf:0.90] [state:provisional]
79	- verification_method: "[How to validate skill executed correctly and produced expected outcome]"
80
81	### Edge Cases
82	- case: "Ambiguous or incomplete input"
83	handling: "Request clarification, document assumptions, proceed with explicit constraints"
84	- case: "Conflicting requirements or constraints"
85	handling: "Surface conflict to user, propose resolution options, document trade-offs"
86	- case: "Insufficient context for quality execution"
87	handling: "Flag missing information, provide template for needed context, proceed with documented limitations"
88
89	### Skill Guardrails
90	NEVER:
91	- "[SKILL-SPECIFIC anti-pattern that breaks methodology]"
92	- "[Common mistake that degrades output quality]"
93	- "[Shortcut that compromises skill effectiveness]"
94	ALWAYS:
95	- "[SKILL-SPECIFIC requirement for successful execution]"
96	- "[Critical step that must not be skipped]"
97	- "[Quality check that ensures reliable output]"
98
99	### Evidence-Based Execution
100	self_consistency: "After completing this skill, verify output quality by [SKILL-SPECIFIC validation approach]"
101	program_of_thought: "Decompose this skill execution into: [SKILL-SPECIFIC sequential steps]"
102	plan_and_solve: "Plan: [SKILL-SPECIFIC planning phase] -> Execute: [SKILL-SPECIFIC execution phase] -> Verify: [SKILL-SPECIFIC verification phase]"
103	<!-- END SKILL SOP IMPROVEMENT -->
104
105	# Token Budget Advisor
106
107	## Kanitsal Cerceve (Evidential Frame Activation)
108	Kaynak dogrulama modu etkin.
109
110
111
112	Purpose: Proactively manage token budgets by analyzing current usage, estimating task complexity, generating intelligent chunking strategies, prioritizing work, and creating step-by-step execution plans that stay within budget limits.
113
114	## When to

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Type