CommandCodeAI / CommandCodeAI/command-code
[BUG] `appendSystemPrompt` with per-turn content silently destroys provider prompt caching
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Descripción
[BUG] appendSystemPrompt with per-turn content silently destroys provider prompt caching
Summary
Custom mods that return per-turn dynamic content from the appendSystemPrompt hook
silently destroy provider prompt caching. Everything appendSystemPrompt emits is
prepended as a prefix before the whole conversation, and provider prompt caches
(Anthropic / OpenAI / DeepSeek-style prefix caching) key on the longest common
prefix — so one changed character invalidates the cache and forces the provider to
re-process the entire history (system prompt + every prior turn) on that turn.
There is no mod-side cache API, and nothing in the ModApi documents or enforces
that appendSystemPrompt output must be byte-stable across turns. It is the
natural hook to reach for when a mod "just wants to add context" — and it is the
worst possible place for content that changes.
A related, separate failure mode: splicing dynamic messages one slot too deep in
transformContext (at length - 2 instead of length - 1) spreads a cache miss
across two trailing messages instead of confining it to the final one.
Expected Behavior
appendSystemPromptis documented as a static or one-shot hook: output must
be byte-identical across turns (or stable per discrete state), or injected once
behind a guard flag and then returnundefined.- Per-turn dynamic context is supported through a first-class, cache-safe mechanism
(today the de-facto pattern is tail-append viatransformContext). - In dev mode, the harness warns when a registered
appendSystemPromptoutput
changes between turns, so mod authors catch cache-breaking prompt churn early.
Actual Behavior
- The
appendSystemPromptcontract is silent on cache stability; mod authors
reasonably use it for per-turn content (round counters, threshold advisories)
and get near-zerocacheReadTokenswith no diagnostic. - Any single character change in the system-prompt prefix invalidates the cached
prefix for the entire conversation history on that turn. - Incorrect message splice depth in
transformContext(e.g.length - 2instead
oflength - 1) spreads a cache miss across two trailing messages instead of
confining it to the final one — even when the system prompt itself is stable.
Steps to reproduce the issue
- Install or author a mod whose
appendSystemPrompthook returns content that
changes each turn (e.g. embedRound N/Min a briefing prompt, or flip
advisory text at a threshold crossing). - Run a multi-turn session against a provider that supports prefix caching.
- Observe usage on
model_request_end— e.g. via a pure observer mod that reads
cacheReadTokens/cacheWriteTokensand registers no prompt hooks. - Compare against a byte-stable system prompt (static / one-shot
appendSystemPromptoutput, dynamic content appended to the message tail
viatransformContextinstead).
Result: system-prompt churn correlates with near-zero cache reads; byte-stable
system prompt + tail injection yields consistent cache hits.
Optional related repro: in transformContext, splice a dynamic recall message at
messages.length - 2 instead of length - 1 and observe the cache miss span two
trailing messages rather than one.
Command Code Version
0.1.2 (Desktop)
Operating System
Windows
Terminal/IDE
Command Code Desktop / CLI
Shell
PowerShell
Session file (optional)
No response
Fix prompt (optional)
Document and harden the mod caching contract:
- Document
appendSystemPrompt: output must be byte-identical across turns
(or stable per discrete state), or one-shot guarded; per-turn content belongs
on the message tail, not the system prefix. - Consider a first-class cache-safe per-turn injection API — standardize the
tail-append pattern mod authors already use intransformContext. - Add a dev-mode diagnostic: serialize-and-compare
appendSystemPromptoutput
per turn; warn when it changes.
Relevant harness surface: appendSystemPrompt, transformContext, ModApi docs,
and optional dev-mode diagnostics. Verify with a two-mod setup: one that injects
dynamic system text (should warn / miss cache) and one observer that only reads
cacheReadTokens on model_request_end.
Additional context
Evidence from our mod suite (all occurrences fixed in the mods on 2026-08-23,
not the harness — see command-code-mods CHANGELOG 1.1.0):
- Per-round counter in a briefing prompt (
command-center). A plan-briefing
state machine embeddedRound N/Min its BRIEFING system prompt. It changed
every round, forcing a full-history re-process per round (up tomaxRounds
times per briefing). Fixed by removing the counter fromappendSystemPrompt
and tail-injecting it viatransformContext. - Advisory warnings that change at threshold crossings (
quality-guards).
Four guardrail warnings (drift, test-budget, token-budget, run-length) lived
inappendSystemPrompt. Their text changed at every warning crossing, so the
system prompt stopped being a stable prefix and forced full-history
re-processes. Fixed by moving the same thresholds/counters to a
transformContexttail injection. - Recall injection splicing one message too deep (
learn-loop,memory-bank).
Separate fromappendSystemPrompt: recall rodetransformContextbut was
spliced atlength - 2instead oflength - 1, spreading a cache miss across
two trailing messages instead of confining it to the final one.
A pure observer mod (cache-tracker, added afterward) confirmed the correlation
end-to-end: system-prompt churn → near-zero cache reads; byte-stable system prompt
→ consistent cache hits. Measured interactive sessions on DeepSeek V4 after the
fix showed ~48.7% hit rate over 25 turns (see suite README).
Root cause
- No mod-side cache API; cache performance is entirely at the mercy of provider
prefix caching. appendSystemPromptcontract undocumented on stability requirements.- No diagnostic when registered prompt output changes between turns.
- No guidance that
transformContextsplices should stay at the tail
(length - 1) to confine misses.
Workaround shipped in affected mods
appendSystemPromptcarries only static / one-shot / per-state-stable content
(e.g. memory-bank's session-start digest is one-shot behind a guard flag;
command-center's BRIEFING/COMPILING/REVIEW prompts are byte-stable within each
state).- Per-turn dynamic content (round counter, advisories) moved to
transformContext
tail injection so the cached prefix stays byte-identical. - Recall/injection splices at
length - 1to confine cache misses to a single
final message. - Cache observability lives in a separate observer mod that registers no prompt
hooks, so instrumentation never changes the measured value.
Mods affected: command-center, quality-guards, learn-loop, memory-bank
Guía de contribución
No hay ninguna guía de contribución indexada para este repositorio
Primeros pasos
- Lee el issue completo y luego la guía de contribución del proyecto.
- Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
- Haz un fork del repositorio y trabaja en una rama.
- Abre un pull request que haga referencia al número del issue.
Línea de trabajo
Empieza por las interfaces del harness appendSystemPrompt y transformContext; después, lee la documentación de ModApi e inspecciona el observer model_request_end descrito en el issue. Reproduce el comportamiento con la configuración de dos mods y compara cacheReadTokens entre turnos. Se considera terminado cuando se hayan abordado el contrato de estabilidad, las indicaciones sobre tail-injection y la advertencia propuesta para dev-mode, o se haya establecido su alcance.
Escrito por el modelo de indexación a partir del texto del issue.
Evaluación
- Área
- cli, developer-experience, performance
- Tipo de issue
- Error
- Dificultad
- 4/5
- Tiempo estimado
- 3-5 días
- Estado de actividad
- Activo
- Claridad
- Bastante claro
- Aptitud para principiantes
- 48/100