mechanics.md: rewrite the Context Compression catalog (adaptive turn
importance, intra-turn fallback, would_compress guard, token-budget
hard-truncate, per-message view truncation, profile-aware overrides,
real-token baseline estimator, meta-summary, archive-on-compress,
CompressionStarted/ContextCompressed events); fix Agent Loop rows
(run() delegates to run_stream, planning entry condition, pre/mid-turn
gates, check_context_size, forced /compact, estimate chars//3 in
compressor.py); fix WS image limits (8 / 50MB) and add /compact control
message; rebuild the Undocumented Mechanics Summary from current ❌ rows;
refresh the cross-reference index.

config.md: LLM_STREAM_FIRST_CHUNK_TIMEOUT 180→90; add
CONTEXT_MESSAGE_TOKEN_BUDGET.

agent.md: run() runs planning; full run_ephemeral signature + compact_stream
entry point; cwd ContextVar; planning entry condition; loop pseudocode
(midturn compression, check_context_size, ModelInfo, real baseline);
streaming guard 90s; workers carry profile; pre-turn estimate-based gate;
per-message view truncation.

sessions.md: full Message flag table (is_context/is_display/is_compression_critical
…); three compression trigger points + forced /compact; real-baseline
estimate; check_context_size guard; expanded algorithm (adaptive partitioning,
intra-turn fallback, meta-summary, 24k cap, 4000-char critical preview,
token-budget hard-truncate fallback, archive-on-compress, baseline clear);
compression events; SessionStore archive methods + list_page profile_id.

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