harn-vm 0.8.79

Async bytecode virtual machine for the Harn programming language
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318

# ---------- OpenAI family -----------------------------------------------------
#
# `provider.openai` rules are inherited by the sibling providers declared
# in `[provider_family]` below (OpenRouter, Together, Groq, DeepSeek,
# Fireworks, HuggingFace, local vLLM/SGLang). Siblings may still add their
# own `[[provider.<name>]]` rules and those win over the openai fallback.

# ChatGPT-era GPT models use Markdown prompt sections and native JSON output.
[[provider.openai]]
model_match = "gpt-4o*"
native_tools = true
preferred_tool_format = "native"
vision = true
audio_supported = true
structured_output = "native"
vision_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

[[provider.openai]]
model_match = "gpt-4.1*"
native_tools = true
preferred_tool_format = "native"
vision_supported = true
structured_output = "native"
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

# gpt-5.4+ exposes native `tool_search` on the Responses API.
[[provider.openai]]
model_match = "gpt-*"
version_min = [5, 4]
native_tools = true
preferred_tool_format = "native"
defer_loading = true
tool_search = ["hosted", "client"]
responses_api = true
hosted_tools = ["web_search", "web_search_preview", "file_search", "code_interpreter", "image_generation", "computer_use", "mcp", "remote_mcp"]
remote_mcp = true
conversation_state = true
compaction = true
background_mode = true
tool_approval_policy = "provider_or_harn"
vision_supported = true
structured_output = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
reasoning_none_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "gpt-*"
version_min = [5, 1]
native_tools = true
preferred_tool_format = "native"
vision_supported = true
structured_output = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
reasoning_none_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "gpt-*"
version_min = [5, 0]
native_tools = true
preferred_tool_format = "native"
vision_supported = true
structured_output = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

# Legacy GPT: native tool calls only.
[[provider.openai]]
model_match = "gpt-*"
native_tools = true
preferred_tool_format = "native"
structured_output = "native"
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

# Reasoning family (o1, o3, o4, ...).
[[provider.openai]]
model_match = "o1*"
native_tools = true
preferred_tool_format = "native"
structured_output = "native"
thinking_modes = ["effort"]
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "o3*"
native_tools = true
preferred_tool_format = "native"
structured_output = "native"
thinking_modes = ["effort"]
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "o4*"
native_tools = true
preferred_tool_format = "native"
structured_output = "native"
thinking_modes = ["effort"]
vision_supported = true
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

# OpenRouter-style provider-prefixed IDs.
[[provider.openai]]
model_match = "openai/gpt-4o*"
native_tools = true
preferred_tool_format = "native"
vision = true
audio_supported = true
structured_output = "native"
vision_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

[[provider.openai]]
model_match = "openai/gpt-4.1*"
native_tools = true
preferred_tool_format = "native"
vision_supported = true
structured_output = "native"
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

[[provider.openai]]
model_match = "openai/gpt-*"
version_min = [5, 4]
native_tools = true
preferred_tool_format = "native"
defer_loading = true
tool_search = ["hosted", "client"]
responses_api = true
hosted_tools = ["web_search", "web_search_preview", "file_search", "code_interpreter", "image_generation", "computer_use", "mcp", "remote_mcp"]
remote_mcp = true
conversation_state = true
compaction = true
background_mode = true
tool_approval_policy = "provider_or_harn"
vision_supported = true
structured_output = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
reasoning_none_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "openai/gpt-*"
version_min = [5, 1]
native_tools = true
preferred_tool_format = "native"
json_schema = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
reasoning_none_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "openai/gpt-*"
version_min = [5, 0]
native_tools = true
preferred_tool_format = "native"
json_schema = "native"
thinking_modes = ["effort"]
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "openai/gpt-*"
native_tools = true
preferred_tool_format = "native"
structured_output = "native"
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = false
prefers_xml_tools = false
thinking_block_style = "none"

[[provider.openai]]
model_match = "openai/o1*"
native_tools = true
preferred_tool_format = "native"
json_schema = "native"
thinking_modes = ["effort"]
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "openai/o3*"
native_tools = true
preferred_tool_format = "native"
json_schema = "native"
thinking_modes = ["effort"]
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"

[[provider.openai]]
model_match = "openai/o4*"
native_tools = true
preferred_tool_format = "native"
json_schema = "native"
thinking_modes = ["effort"]
vision_supported = true
requires_completion_tokens = true
reasoning_effort_supported = true
prefers_xml_scaffolding = false
prefers_markdown_scaffolding = true
structured_output_mode = "native_json"
supports_assistant_prefill = false
prefers_role_developer = true
prefers_xml_tools = false
thinking_block_style = "reasoning_summary"