ichimoku-cloud

Name: ichimoku-cloud
Author: SKE-Labs

15stars2forks

How to install ichimoku-cloud?

ske-labs/agent-trading-skills/ichimoku-cloud

$npx -y skills add SKE-Labs/agent-trading-skills --skill ichimoku-cloud

Installs into the current project.

Summary

Calculate and test correctly shifted Ichimoku components. Use when evaluating price/cloud, TK-cross, Chikou, and cloud-state features without future leakage or confirmation-count scoring.

Files · 1

View on GitHub

SKILL.md

1	# Ichimoku Cloud Trading
2
3	Ichimoku Kinko Hyo provides trend, momentum, and S/R in one indicator system.
4
5	## Components
6
7	\| Component \| Formula \| Use \|
8	\| --------------- \| ------------------------------ \| ---------------- \|
9	\| Tenkan-sen \| (9H + 9L) / 2 \| Fast signal line \|
10	\| Kijun-sen \| (26H + 26L) / 2 \| Slow signal line \|
11	\| Senkou A \| (Tenkan + Kijun) / 2, plotted 26 ahead \| Cloud boundary \|
12	\| Senkou B \| (52H + 52L) / 2, plotted 26 ahead \| Cloud boundary \|
13	\| Chikou Span \| Close plotted 26 periods back \| Confirmation \|
14
15	## Cloud (Kumo) Analysis
16
17	\| Cloud Color \| Meaning \|
18	\| ------------- \| ------------------------- \|
19	\| Green (A > B) \| Senkou A above Senkou B; bullish-context feature \|
20	\| Red (A < B) \| Senkou A below Senkou B; bearish-context feature \|
21	\| Thin/thick cloud \| Relative spread between Senkou spans; test any S/R interpretation \|
22
23	## Signals
24
25	### TK Cross (Tenkan/Kijun)
26
27	- Bullish feature: Tenkan crosses above Kijun; record cloud location as context
28	- Bearish feature: Tenkan crosses below Kijun; record cloud location as context
29
30	### Price vs Cloud
31
32	- Above cloud = bullish bias
33	- Below cloud = bearish bias
34	- Inside cloud = overlap state; apply the calibrated policy
35
36	### Chikou Span Confirmation
37
38	- Chikou above price (26 bars ago) = bullish
39	- Chikou below price (26 bars ago) = bearish
40
41	### Component State Checklist
42
43	\| Condition \| Bullish \| Bearish \|
44	\| -------------- \| ----------- \| ----------- \|
45	\| Price position \| Above cloud \| Below cloud \|
46	\| TK cross \| Bullish \| Bearish \|
47	\| Chikou span \| Above price \| Below price \|
48	\| Cloud ahead \| Green \| Red \|
49
50	These components share the same price history and are not independent votes. Preserve the four states but assign strength only if a calibrated model supports it.
51
52	## Workflow
53
54	1. Get at least 120 closed candles to calculate components and their plotted shifts:
55	```
56	get_candles(symbol=<symbol>, exchange=<exchange>, interval=<interval>, count=120)
57	```
58	Compute rolling highest-high/lowest-low midpoints. Plot Senkou spans 26 bars ahead and Chikou 26 bars back. When backtesting, compare each decision timestamp only with values computable then; never use the future plotted location as future information.
59
60	2. Assess price versus the correctly aligned current cloud, not the unshifted calculations
61
62	3. Record TK cross and Chikou relation as correlated features
63
64	4. Apply the predeclared closed-bar entry and structural invalidation; a line touch is not enough.
65
66	5. Mark on chart:
67	```
68	draw_chart_analysis(action="create", drawing={
69	"type": "support",
70	"points": [
71	{"time": <start_time>, "price": <kijun_price>},
72	{"time": <end_time>, "price": <kijun_price>}
73	],
74	"options": {"text": "Kijun Support"}
75	})
76	```
77
78	## Evidence and Validation
79
80	- Treat the setup as a testable hypothesis, not a prediction. Define thresholds, entry, invalidation, and exit before evaluating outcomes.
81	- Calibrate on the same instrument, venue, session, and timeframe. Use closed candles and a held-out or walk-forward sample; record every variant tried.
82	- Include spread, fees, slippage, borrow or funding, partial fills, and latency. Reject the setup when net expectancy is not positive or depends on one narrow parameter.
83	- Return observed inputs, missing data, cost assumptions, entry, invalidation, exit, and a valid, watch, or no-trade status.
84	- Research basis: The [technical-analysis evidence review](https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID603481_code17745.pdf?abstractid=603481) finds results vary by market and testing design; Ichimoku settings and confirmation rules require the same out-of-sample scrutiny.
85
86	## Key Rules
87
88	- Treat inside-cloud status as a testable filter, not a universal prohibition.
89	- Test 9/26/52 and chosen timeframes on the intended session; no 4H minimum is universal.
90	- Use cloud edges as candidate coordinates and stop only at thesis invalidation.
91	- Do not convert component agreement directly into confidence or size.
92
93	## Related Skills
94
95	- multi-timeframe-analysis — Ichimoku across timeframes for alignment
96	- moving-average-crossover — TK cross is analogous to MA crossovers; combine for confirmation

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ichimoku-cloud

15stars2forks

View on GitHub

How to install ichimoku-cloud?

ske-labs/agent-trading-skills/ichimoku-cloud

$npx -y skills add SKE-Labs/agent-trading-skills --skill ichimoku-cloud

Installs into the current project.

Summary

Calculate and test correctly shifted Ichimoku components. Use when evaluating price/cloud, TK-cross, Chikou, and cloud-state features without future leakage or confirmation-count scoring.

Files · 1

View on GitHub

SKILL.md

1	# Ichimoku Cloud Trading
2
3	Ichimoku Kinko Hyo provides trend, momentum, and S/R in one indicator system.
4
5	## Components
6
7	\| Component \| Formula \| Use \|
8	\| --------------- \| ------------------------------ \| ---------------- \|
9	\| Tenkan-sen \| (9H + 9L) / 2 \| Fast signal line \|
10	\| Kijun-sen \| (26H + 26L) / 2 \| Slow signal line \|
11	\| Senkou A \| (Tenkan + Kijun) / 2, plotted 26 ahead \| Cloud boundary \|
12	\| Senkou B \| (52H + 52L) / 2, plotted 26 ahead \| Cloud boundary \|
13	\| Chikou Span \| Close plotted 26 periods back \| Confirmation \|
14
15	## Cloud (Kumo) Analysis
16
17	\| Cloud Color \| Meaning \|
18	\| ------------- \| ------------------------- \|
19	\| Green (A > B) \| Senkou A above Senkou B; bullish-context feature \|
20	\| Red (A < B) \| Senkou A below Senkou B; bearish-context feature \|
21	\| Thin/thick cloud \| Relative spread between Senkou spans; test any S/R interpretation \|
22
23	## Signals
24
25	### TK Cross (Tenkan/Kijun)
26
27	- Bullish feature: Tenkan crosses above Kijun; record cloud location as context
28	- Bearish feature: Tenkan crosses below Kijun; record cloud location as context
29
30	### Price vs Cloud
31
32	- Above cloud = bullish bias
33	- Below cloud = bearish bias
34	- Inside cloud = overlap state; apply the calibrated policy
35
36	### Chikou Span Confirmation
37
38	- Chikou above price (26 bars ago) = bullish
39	- Chikou below price (26 bars ago) = bearish
40
41	### Component State Checklist
42
43	\| Condition \| Bullish \| Bearish \|
44	\| -------------- \| ----------- \| ----------- \|
45	\| Price position \| Above cloud \| Below cloud \|
46	\| TK cross \| Bullish \| Bearish \|
47	\| Chikou span \| Above price \| Below price \|
48	\| Cloud ahead \| Green \| Red \|
49
50	These components share the same price history and are not independent votes. Preserve the four states but assign strength only if a calibrated model supports it.
51
52	## Workflow
53
54	1. Get at least 120 closed candles to calculate components and their plotted shifts:
55	```
56	get_candles(symbol=<symbol>, exchange=<exchange>, interval=<interval>, count=120)
57	```
58	Compute rolling highest-high/lowest-low midpoints. Plot Senkou spans 26 bars ahead and Chikou 26 bars back. When backtesting, compare each decision timestamp only with values computable then; never use the future plotted location as future information.
59
60	2. Assess price versus the correctly aligned current cloud, not the unshifted calculations
61
62	3. Record TK cross and Chikou relation as correlated features
63
64	4. Apply the predeclared closed-bar entry and structural invalidation; a line touch is not enough.
65
66	5. Mark on chart:
67	```
68	draw_chart_analysis(action="create", drawing={
69	"type": "support",
70	"points": [
71	{"time": <start_time>, "price": <kijun_price>},
72	{"time": <end_time>, "price": <kijun_price>}
73	],
74	"options": {"text": "Kijun Support"}
75	})
76	```
77
78	## Evidence and Validation
79
80	- Treat the setup as a testable hypothesis, not a prediction. Define thresholds, entry, invalidation, and exit before evaluating outcomes.
81	- Calibrate on the same instrument, venue, session, and timeframe. Use closed candles and a held-out or walk-forward sample; record every variant tried.
82	- Include spread, fees, slippage, borrow or funding, partial fills, and latency. Reject the setup when net expectancy is not positive or depends on one narrow parameter.
83	- Return observed inputs, missing data, cost assumptions, entry, invalidation, exit, and a valid, watch, or no-trade status.
84	- Research basis: The [technical-analysis evidence review](https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID603481_code17745.pdf?abstractid=603481) finds results vary by market and testing design; Ichimoku settings and confirmation rules require the same out-of-sample scrutiny.
85
86	## Key Rules
87
88	- Treat inside-cloud status as a testable filter, not a universal prohibition.
89	- Test 9/26/52 and chosen timeframes on the intended session; no 4H minimum is universal.
90	- Use cloud edges as candidate coordinates and stop only at thesis invalidation.
91	- Do not convert component agreement directly into confidence or size.
92
93	## Related Skills
94
95	- multi-timeframe-analysis — Ichimoku across timeframes for alignment
96	- moving-average-crossover — TK cross is analogous to MA crossovers; combine for confirmation

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