chore: push all design docs, V2 plan specs, and current working state

Includes AirPlan design documents, AircOding-alpha1-plan, AirPlanV2,
AirPlan-ParaV2, AirPlan-Para V1 reference docs, and all working code
changes across packages.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

AirPlan/docs/spec/AirPlan-ParaV2/AirContextServer/templates/config.yaml

@@ -0,0 +1,44 @@
+# AirContext compaction config.
+#
+# YOU MUST FILL these two fields (privacy-sensitive, never auto-populated):
+#   - backend.endpoint   your LLM endpoint URL
+#   - backend.api_key    either a literal value, or the ${env:VAR} placeholder
+#                         pointing at an env var that holds the secret
+#
+# Everything else is auto-configured by `aircontext` on first run
+# (model_context_window inferred from your Claude model setting, etc.) and
+# you generally don't need to touch it. Edit freely if you want to override.
+# `${env:VAR}` placeholders are resolved at runtime against environment
+# variables (including those declared in ~/.claude/settings.json `env` block).
+
+backend:
+  type: anthropic_native                           # or openai_compat (auto-set by aircontext when possible)
+
+  # >>> REQUIRED — fill before re-running aircontext <<<
+  endpoint: ""                                     # e.g. https://api.anthropic.com  |  https://wolfai.top  |  http://localhost:11434/v1
+
+  # >>> REQUIRED — fill or set the env var <<<
+  api_key: ${env:ANTHROPIC_AUTH_TOKEN}             # change to ${env:OPENAI_API_KEY} or paste a literal value
+
+  model: claude-haiku-4-5-20251001                 # cheap+fast for compression; raise to claude-sonnet-4-6 if quality insufficient
+  max_output_tokens: 4000
+  timeout_seconds: 60
+  anthropic_version: "2023-06-01"                  # only used when type = anthropic_native
+
+trigger:
+  strategy: token_ratio
+  threshold: 0.6                                   # compact when active chain reaches 60% of model_context_window
+  cooldown_seconds: 300
+  estimate_method: char_div_3_5
+  model_context_window: 200000                     # auto-overridden on first aircontext run based on your claude model
+
+compaction:
+  preserve_tail_messages: 10
+  drop_tool_results_over_lines: 1000
+  rules_file: rules.md
+  continuation_prompt: "基于上面的压缩摘要继续之前的工作；如果没有进行中的任务则等待我的下一条指令。"
+
+safety:
+  backup: true
+  max_snapshots: 50
+  dry_run: false