fix(config): pass custom model parameters to controller

[RerankerGuo]

Summary

• pass custom model context/max-token/reasoning/vision env vars into the embedded controller container
• expose the same model parameter overrides in Helm values and render them into the runtime Secret
• teach controller config to read reasoning/vision overrides and forward all model parameters to agentconfig

Fixes #961.

Tests

• bash -n install/hiclaw-install.sh
• git diff --check

Not run: go test ./internal/config ./internal/agentconfig because this environment does not have Go (go: command not found).
Not run: helm template ... because Helm is not installed (helm: command not found).

[github-actions]

📊 CI Metrics Report

Summary

Metric	Current	Baseline	Change
LLM Calls	132	81	+51 ↑ +63.0%
Input Tokens	4513112	2803871	+1709241 ↑ +61.0%
Output Tokens	24885	16791	+8094 ↑ +48.2%
Total Tokens	4537997	2820662	+1717335 ↑ +60.9%

By Role

Role	Metric	Current	Baseline	Change
🧠 Manager	LLM Calls	102	68	+34 ↑ +50.0%
	Input Tokens	3745559	2502214	+1243345 ↑ +49.7%
	Output Tokens	19682	13725	+5957 ↑ +43.4%
	Total Tokens	3765241	2515939	+1249302 ↑ +49.7%
🔧 Workers	LLM Calls	30	13	+17 ↑ +130.8%
	Input Tokens	767553	301657	+465896 ↑ +154.4%
	Output Tokens	5203	3066	+2137 ↑ +69.7%
	Total Tokens	772756	304723	+468033 ↑ +153.6%

Per-Test Breakdown

Test	Mgr Calls	Wkr Calls	Δ Calls	Mgr In	Wkr In	Mgr Out	Wkr Out	Δ Tokens	Trend
02-create-worker	6	0	-6 ↓ -50.0%	157808	0	899	0	-199915 ↓ -55.7%	✅ improved
03-assign-task	11	5	+1 ↑ +6.7%	301478	113068	1760	836	-56514 ↓ -11.9%	⚠️ regressed
04-human-intervene	15	0	+2 ↑ +15.4%	362832	0	2158	0	-68008 ↓ -15.7%	⚠️ regressed
05-heartbeat	8	0	+1 ↑ +14.3%	248469	0	1436	0	-25347 ↓ -9.2%	⚠️ regressed
06-multi-worker	62	25	+53 ↑ +155.9%	2674972	654485	13429	4367	+2067119 ↑ +161.5%	⚠️ regressed

Trends

✅ 1 test(s) improved (fewer LLM calls)
⚠️ 4 test(s) regressed (more LLM calls)

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Generated by HiClaw CI on 2026-07-02 09:23:15 UTC

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