create-adapter
GitHub用于创建AI聊天历史导入适配器,定义接口、缓存策略及性能标准。适用于新建适配器、修改行为或调试性能问题。
Trigger Scenarios
Install
npx skills add marcus/sidecar --skill create-adapter -g -y
SKILL.md
Frontmatter
{
"name": "create-adapter",
"description": "Create conversation adapters for importing AI chat history from different tools (Claude Code, Cursor, Warp, Codex, etc.). Covers the adapter.Adapter interface, caching strategies, incremental parsing, watch\/FD management, and performance standards. Use when creating a new adapter, modifying adapter behavior, or debugging adapter performance issues. See references\/ for Cursor DB and Warp SQLite schema details."
}
Create Adapter
Why Performance Matters
Adapters are the largest performance risk in Sidecar. Conversations refresh on watch events in a hot path that runs continuously during active sessions:
watch event -> coalescer -> session refresh -> adapter.Sessions() -> metadata parsing
If an adapter does full directory scans and full-file reparses on every change, CPU and FD usage spike quickly.
Reference Adapters
Study these before writing a new adapter:
internal/adapter/claudecode- Incremental JSONL parsing, targeted refreshinternal/adapter/codex- Directory cache, two-pass metadata parsing, global watch scopeinternal/adapter/cursor- SQLite/WAL-aware cache invalidation, FD-safe DB accessinternal/adapter/pi- Global scope, JSONL, CWD-based filtering, session classification, message prefix stripping
Required Interface
All adapters implement adapter.Adapter:
type Adapter interface {
ID() string
Name() string
Icon() string
Detect(projectRoot string) (bool, error)
Capabilities() CapabilitySet
Sessions(projectRoot string) ([]Session, error)
Messages(sessionID string) ([]Message, error)
Usage(sessionID string) (*UsageStats, error)
Watch(projectRoot string) (<-chan Event, io.Closer, error)
}
Required Session Fields
Every session from Sessions() must set:
ID,NameAdapterID,AdapterName,AdapterIconCreatedAt,UpdatedAtMessageCount,FileSize
FileSize is used for dynamic debounce and huge-session auto-reload protection.
Treat source identity separately from lineage. Use the source's durable thread/session ID
for Session.ID; parent, root, fork, or lineage IDs describe relationships and must not
collapse distinct sessions. Decode metadata fields defensively when the source has emitted
multiple shapes over time (for example, a string in one version and an object in another).
Path and Watch Strategy
Set Session.Path only when Sidecar should use tiered file watching for that adapter:
- File-based append-only (JSONL/log): set
Pathto absolute file path — this opts into TieredWatcher with HOT/COLD/FROZEN tiers - DB/WAL adapters (Cursor, Warp, Kiro): prefer adapter-specific
Watch()with WAL-aware invalidation; do not setPathunless tiered watching covers your write surface
FROZEN tier: File-based sessions with Path set automatically benefit from the FROZEN tier. Sessions unchanged for 24 hours (FrozenThreshold) are excluded from cold polling entirely — zero syscalls. They unfreeze when promoted to HOT (e.g., user selects the session). This is critical for adapters with thousands of session files; without it, pollColdSessions() does one os.Stat() per file every 30 seconds.
Performance Standards
1) Cache metadata and messages aggressively
Minimum cache keys:
- Metadata:
path + size + modTime - Messages:
path + size + modTime - SQLite/WAL: include WAL size+mtime in the key
Use bounded LRU behavior for every cache and index. Prune stale paths. Assume caches evict independently: a hit in one cache must restore any derived state required by another, or the authoritative source must remain available so eviction cannot change results such as aggregate usage or ID-to-path resolution.
2) Incremental parsing for append-only formats
For JSONL/event-log adapters:
- Cache last parsed byte offset
- Parse only appended bytes
- Fall back to full parse on shrink/rotation/corruption
- Preserve immutable head metadata from prior parse
3) Two-pass metadata for large files
When incremental metadata parse is impractical:
- Head pass: ID, CWD, first user message, first timestamp
- Tail pass: latest timestamp, token totals
- Skip middle of large files
When the source owns a metadata index, prefer its read-only index over scanning large event logs. Probe the schema and required columns before use, open it read-only with bounded/FD-safe access, and fall back to event-log discovery when it is missing, locked, or incompatible. The source index is an adapter seam, not a second source of truth to mutate.
4) Avoid repeated expensive path work
Resolve project path once per Sessions() call (Abs/EvalSymlinks), reuse for all matches.
5) Return defensive copies from caches
Never return cache-owned slices/maps directly. Copy message/session structures to avoid mutation bugs.
6) Keep DB access FD-safe
For SQLite adapters:
- Open read-only (
mode=ro) SetMaxOpenConns(1),SetMaxIdleConns(0)- Close rows and DB handles promptly
- Avoid multiple DB connections per
Messages()call
7) Preserve aggregate facts across incremental loads
Usage and similar cumulative facts may arrive as repeated totals or deltas. Define the source semantics, retain the authoritative aggregate across incremental parsing, and include all components the source exposes. Do not reconstruct a partial aggregate from whichever message cache entry survived eviction.
Watching and FD Management
1) Prefer directory-level watches
Do not watch per-session files when directory-level watch gives equivalent signals.
2) Implement watch scope
If adapter watches a global path (same location regardless of worktree):
func (a *Adapter) WatchScope() adapter.WatchScope {
return adapter.WatchScopeGlobal
}
This prevents duplicate watchers across worktrees.
3) Always emit SessionID when known
Watch events should include session ID for targeted refresh (avoids full reloads).
4) Debounce and non-blocking sends
- Debounce bursty write events
- Use buffered channels
- Non-blocking sends:
select { case ch <- evt: default: }
5) Leverage FROZEN tier for file-based adapters
File-based adapters that set Session.Path get TieredWatcher's three-tier system (HOT → COLD → FROZEN). Sessions unchanged for 24h are frozen and cost zero polling overhead. This is the primary defense against CPU spikes with thousands of session files. If your adapter has file-based sessions, always set Path — the FROZEN tier scales automatically.
6) Ensure cleanup
All watcher paths must close cleanly on plugin stop. No goroutine or FD leaks.
7) Combine known-file and discovery watching when needed
Tiered watching of known Session.Path values handles cheap appends, but it cannot discover a
project's first session or a new time-partitioned directory. Global file adapters may need both
known-file watching and one adapter-native discovery watcher. Watch creation at every directory
level that can appear later (including month/year rollover), and keep discovery project-filtered.
8) Resolve path IDs through the adapter
Do not assume a new file's basename is its session ID. If identity lives in metadata, implement
SessionPathResolver so watch events carry the same durable ID returned by Sessions().
Adapter Call Lifecycle
Some global adapters maintain caches and indexes across calls. Consumers must serialize calls
to a stateful adapter, make gate admission and work lifecycle/epoch cancellable, and reject stale
results after project switches or shutdown. A slow Sessions() result must remain observable
and eventually load (with a visible loading state); never time it out, silently discard it, and
leave its goroutine running. Global targeted refresh must admit only sessions already belonging
to the current project; unknown IDs require a project-filtered discovery pass.
Message and Content Rendering
Adapters must provide rich structured content for Conversation Flow UI.
Required message mapping
Map source records to:
Message.Role,Message.Content,Message.ContentBlocksMessage.ToolUses(legacy compatibility)Message.ThinkingBlocks(if available)Message.Modelwhen available
Tool linking rule
Use consistent ToolUseID for tool_use and tool_result blocks. If incremental parsing is used, preserve pending tool-link state across cache updates.
Optional Interfaces
TargetedRefresher
type TargetedRefresher interface {
SessionByID(sessionID string) (*Session, error)
}
Reduces refresh from O(N sessions) to O(1). Implement when adapter can resolve a session directly.
ProjectDiscoverer
Implement when source format allows discovery of sessions beyond current git worktrees.
SessionPathResolver
Implement when a file path alone does not encode the source's durable session ID. Tiered and discovery watchers use it to turn new or changed paths into targeted refresh events.
ProjectDiscoveryWatcher
Implement for global sources that must discover the first matching session even when
Sessions() initially returns no known files. Share only one global watcher per adapter, and
ensure its events trigger a project-filtered load before any session is admitted.
Error Handling
Detect(): return(false, nil)for missing data directoriesSessions(): skip corrupt/unreadable entries and continue; hard-fail only on systemic errorsMessages(): returnnil, nilfor missing session files; fail on parse errorsWatch(): return(nil, nil, err)when watch setup fails- Slow calls: surface loading/error state and accept the eventual result; do not translate a consumer timeout into a false empty history
Benchmark Targets
New adapters should meet these performance targets:
Messages()full parse (~1MB): under 50msMessages()incremental append: under 10msMessages()cache hit: under 1msSessions()on 50 session files: under 50ms
Also benchmark realistic source shapes: hundreds or thousands of indexed sessions, a large live- scale transcript, cache hits, and incremental appends. Record fixture size and session/event count with the result so a tiny synthetic benchmark cannot hide discovery or parsing regressions.
Testing Requirements
Required tests for every new adapter:
- Relative vs absolute project path behavior in
Detect()/Sessions() Sessions()sorted byUpdatedAt desc- Required session fields populated (
Adapter*,FileSize,Pathwhen applicable) - Cache hit behavior (no reparsing on unchanged files)
- File growth behavior (incremental parse path)
- File shrink/rotation behavior (fallback full parse)
- Tool use/result linking (including incremental append cases)
- Incremental
ContentBlockstool-use/result ID parity, not only legacyToolUses - Aggregate usage across multiple events, cache-write/read components, and independent cache eviction
- Watcher event emission includes
SessionID - Watcher cleanup (no leaked closers)
- Repeated-call FD stability
- Zero-history project followed by its first session creation
- Time-partition rollover (for example, a new month under an existing year)
- Global discovery and targeted refresh remain isolated across two projects/worktrees
Run tests:
go test ./internal/adapter/<adapter> -run .
go test ./internal/adapter/<adapter> -bench . -benchmem
PR Compliance Checklist
A) Correctness
- Full
adapter.Adaptercontract implemented -
Sessions()sets required identity and timestamp fields - Durable source identity is distinct from parent/root lineage; historical metadata shapes parse
-
FileSizepopulated for every session -
Pathstrategy explicit and correct for adapter type - Message role/content mapping correct
-
ContentBlocksinclude text/tool/thinking data - Tool result linking correct (
ToolUseIDparity)
B) Performance
- Metadata cache implemented and bounded
- Message cache implemented and bounded
- Every auxiliary index/aggregate cache is bounded and correct under independent eviction
- Incremental parse or two-pass strategy implemented
- Source-owned metadata indexes are read-only, schema-probed, and have a safe fallback
- No repeated
Abs/EvalSymlinksin per-session loops - No duplicate parsing for single-pass data
- Benchmarks added with realistic fixtures
C) FD / Watching
- Directory-level watches preferred
- Global adapters implement
WatchScopeProvider - Global discovery is project-isolated, including zero-history first creation
- Watch events include
SessionID - Metadata-backed IDs resolve through
SessionPathResolver - Debounce + buffered + non-blocking send pattern
- DB adapters account for WAL in invalidation/watch
- Known-file and discovery watches cover time-partition rollover without duplication
- Watchers and goroutines close cleanly
D) Integration
- Adapter registered via
register.goand main import - Search uses adapter
Messages()path - Large-session behavior validated (
FileSize-driven) - Slow/global calls are serialized, lifecycle-cancellable, and never discarded as empty
Session Classification
Adapters can classify sessions by setting SessionCategory on adapter.Session. The conversations plugin supports category filtering (f menu: i/r/s keys) and a quick toggle (C key).
Category Constants
Defined in internal/adapter/adapter.go:
adapter.SessionCategoryInteractive— user-initiated interactive sessionsadapter.SessionCategoryCron— automated/scheduled sessionsadapter.SessionCategorySystem— system/gateway sessions
Implementation Guidelines
- Classify during metadata parsing (zero extra I/O) — extract category from the first user message or session header
- Only set
SessionCategoryif the adapter has meaningful categories. Don't set it if all sessions are the same type - If the category filter is active and
SessionCategoryis empty, sessions pass through (non-breaking for adapters that don't classify) - Gateway/system messages may need special classification — e.g., "System: WhatsApp gateway connected" is actually interactive, not system. Check for known preamble patterns before defaulting to system category
Example (from Pi adapter)
func extractSessionMetadata(firstUserMessage string) (category, cronJobName, sourceChannel string) {
if strings.HasPrefix(firstUserMessage, "[cron:") {
return adapter.SessionCategoryCron, extractCronJobName(firstUserMessage), ""
}
if strings.HasPrefix(firstUserMessage, "System:") {
if strings.Contains(firstUserMessage, "WhatsApp gateway") {
return adapter.SessionCategoryInteractive, "", "whatsapp"
}
return adapter.SessionCategorySystem, "", ""
}
return adapter.SessionCategoryInteractive, "", detectSourceChannel(firstUserMessage)
}
Rich Metadata Fields
Optional fields on adapter.Session for richer display and filtering:
CronJobName string— for cron/scheduled sessions; used as session name when setSourceChannel string— for multi-channel adapters (e.g., "telegram", "whatsapp", "direct")
Optional field on adapter.Message:
SourceLabel string— per-message source attribution badge (e.g., "[TG] Marcus", "[WA]", "[cron] job-name")
Set these during parsing when the source format contains channel/origin metadata. The conversations plugin and conversation flow UI use these for display.
Message Content Cleaning
For adapters whose source format embeds structured prefixes in user messages (e.g., channel tags, cron headers), strip them during parsing to keep the conversation view clean.
Pattern
- Extract metadata (source label, channel, category) from the raw message prefix
- Strip the prefix from
Message.Contentand textContentBlocks - Store the extracted label in
Message.SourceLabelfor badge display
// In processMessageLine for user messages:
content, _, _, contentBlocks := parseContent(raw.Message.Content)
sourceLabel := extractSourceLabel(content) // "[TG] Marcus"
content = stripMessagePrefix(content) // clean body only
for i := range contentBlocks {
if contentBlocks[i].Type == "text" {
contentBlocks[i].Text = stripMessagePrefix(contentBlocks[i].Text)
}
}
msg := adapter.Message{
Content: content,
ContentBlocks: contentBlocks,
SourceLabel: sourceLabel,
}
This keeps Content human-readable while preserving origin metadata in SourceLabel.
Global Adapter Gotchas
Lessons learned from building global-scope adapters (Pi, Codex):
CWD-based Project Filtering
Global adapters (WatchScopeGlobal) store sessions in a single directory regardless of project. They must filter by CWD matching projectRoot in Sessions():
- Resolve
projectRootonce perSessions()call (Abs + EvalSymlinks) - Read CWD from the cheapest authoritative source (a read-only metadata index or event-log header), and bound any cache used to avoid full-file parses for non-matching sessions
- Match with
filepath.Rel— a session matches if its CWD is equal to or a subdirectory of the project root
Category Filter Interaction
- The conversations plugin category filter only filters sessions that HAVE a
SessionCategoryset — empty passes through - Don't enable category filter by default in the plugin — it breaks non-classifying adapters
- When adding classification to a new adapter, test that existing adapters without categories still display correctly
Project Switching
Global adapters need to handle project switching gracefully:
- Each
Sessions(projectRoot)result is project-filtered, even when adapter caches retain source-global metadata - Cross-project/path identity indexes may accumulate across serialized calls, but must be bounded; eviction must fall back to authoritative index/log lookup rather than changing resolution behavior
- Project reinitialization cancels and replaces the prior watcher lifecycle/epoch; stale loads and events must be rejected
- Cache entries keyed only by source path may be shared across projects, while membership in a returned session list remains project-specific
Watcher Lifecycle and Refresh
- Create only one adapter-native global discovery watcher within the active lifecycle, alongside tiered watches for known files when applicable
- Target refresh only for IDs already admitted to the current project's session list, and only through their owning adapter
- Treat an unknown ID from a global watcher as discovery: run a project-filtered full load before admitting it
- Ensure watch goroutines and queued calls use the current lifecycle context and cannot retain stale project state
Schema References
See references/cursor-db-format.md for Cursor's per-session SQLite database structure (Merkle tree blobs, hex-encoded metadata, WAL considerations).
See references/warp-sqlite-schema.md for Warp's single SQLite database structure (ai_queries, agent_conversations, blocks tables, protobuf tasks).
Version History
- b3ba2b5 Current 2026-08-20 01:11
- 0ddc6b7 2026-07-25 07:17


