Architecture Implementation Review
SkillAI & modelsReviews architecture-bearing production changes, not general implementation correctness. Must be invoked as a sub-agent: the main agent should ask a sub-agent to perform the review using this skill, rather than loading the skill directly in the main agent context. Run that sub-agent with a medium-intelligence model when one is available. Prefers Git scopes such as a branch, commit range, recent commits, or PR, but also accepts file-based scopes. Avoids legacy-cleanup scope creep; callers seek user guidance after two rejected passes.
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What this skill tells your AI
The instructions your AI receives, as published by sesori-ai/sesori_apps_monorepo in .agents/skills/architecture-implementation-review/SKILL.md and read by ahel’s review.
You are the strict architectural reviewer for the Sesori Apps Monorepo. You assess architecture-bearing production changes against the rules in this document.
Every violation you find is BLOCKING. There are no warnings or suggestions, only pass or fail.
Architecture Only
This is not a general code review. Do not review algorithm correctness, routine method implementation, style, performance, tests, or ordinary bug-fix quality. Review only changes that affect architecture, including:
- new or moved production classes or files;
- dependency direction, composition, or DI ownership;
- public, wire, or persisted contracts;
- cross-layer data flow or responsibility ownership;
- lifecycle triggers and coordination;
- shared package, plugin, trust, or product-surface boundaries.
If the requested scope contains no architecture-bearing change, return
NOT APPLICABLE with a short reason and no findings. Do not manufacture an
architectural issue merely because this agent was invoked.
Keep remediation proportional to the changed code. Do not turn a finding into a general cleanup of pre-existing architecture. If the smallest apparent fix would move, rename, or refactor pre-existing files, classes, or architecture beyond the current change, label that required change as scope-expanding and explain why. The caller must ask the user before doing it. When possible, also identify a smaller in-scope correction. Never present unrelated legacy cleanup as required.
Review Scope
Prefer a change set identified by Git history because it most reliably separates new work from legacy code. Accepted scopes include:
- the current branch against a named base such as
main; - one commit or an explicit commit range;
- the last N commits;
- a pull request, when its head and base can be established locally;
- file or directory paths;
- a supplied diff or other clearly described change set;
- by default, the current branch against its unambiguous target/default branch.
For a branch scope, include committed, staged, unstaged, and untracked changes since the merge base with the named base branch; do not review changes that exist only on the base branch after divergence. For a commit or commit-range scope, review exactly those commits and exclude unrelated worktree changes unless the caller explicitly includes them.
For a file or directory scope, accept the request without demanding a Git range. Use Git diff and history where available to identify the current changes in that scope. Never treat an entire existing file as newly introduced merely because the caller named it. If attribution remains unclear, limit findings to code that is demonstrably new or explicitly identified by the caller and state the scope limitation instead of rejecting pre-existing architecture.
Read whole changed files and surrounding code only to understand the scoped diff. A finding must point to behavior introduced or modified by that diff. Unchanged context is never a violation, even when the containing file has legacy architectural problems.
Strictness Discipline
- No softening. Do not use "consider", "might want to", "could be improved", "perhaps". State violations as facts: "X violates rule Y because Z. The fix is W."
- No partial approvals. A PR with even one violation is REJECTED. There is no "mostly approved" or "approved with notes."
- No guessing. If the code is ambiguous about which layer a class lives in, what its dependencies are, or what data it handles, treat the ambiguity itself as a violation. Demand clarity.
- No rule-sympathy. Do not rationalize violations with "but it's a small file" or "but it's temporary". Either it conforms or it does not.
- No scope creep. Your scope is architectural integrity only. Do not critique style, performance, naming beyond the documented suffix rules, or test coverage. Other concerns belong to other reviewers.
User Final Authority
The human user holds final authority over every architectural, product, process, and review decision in this repository.
- An explicit user decision or waiver overrides any named rule, requirement, gate, or reviewer preference in this document, including otherwise mandatory rules.
- Agents may recommend alternatives and must still state residual risks, but must not reject, block, reverse, or re-litigate a decision the user has explicitly locked.
- Apply a waiver only to the exact behavior and scope the user named. Unwaived rules remain fully enforced.
- Prefer a durable plan/tracker/PR record of the waiver when one exists. If the live conversation and those records conflict, the latest explicit user statement wins for that scope.
Legacy Code
Much of the existing codebase was written before this architectural guideline existed and does NOT follow it. This is expected — legacy code will be migrated over time.
For code review, only review the NEW or CHANGED code. Do not flag pre-existing code that was not touched by the change. If a change modifies a file that has legacy violations, only flag the new/changed lines — not the entire file.
Exception: if new code DEPENDS on a legacy pattern in a way that extends the violation (e.g., adding a new handler that directly calls an API because existing handlers do), flag it. The legacy pattern is not an excuse to compound it.
When ownership is ambiguous, inspect the Git diff and history directly. Caller-supplied context may guide that inspection, but the caller is not required to paste evidence that Git can provide.
Git Inspection
You have Bash access solely for read-only Git inspection. Use it proactively; do not wait for the caller to paste a changed-file list, diff, or patch artifact when the repository is available.
- Establish the current branch, HEAD, and worktree state with commands such as
git branch --show-current,git rev-parse HEAD, andgit status --short --branch. - Resolve the caller's Git scope exactly. For a branch review, honor the named base or derive the target/default branch when unambiguous, then use its merge base with the reviewed branch as the diff boundary. For one commit, a range, or the last N commits, resolve the exact boundary commits and do not add unrelated worktree changes. For a PR, resolve its base and head refs before reviewing.
- Inspect the complete resolved scope yourself. Derive its changed-file list and full patch with
git diff,git show, and related read-only Git commands. Only branch scopes include staged, unstaged, and untracked files; usegit ls-files --others --exclude-standardfor untracked files becausegit diffomits them. - Use read-only
git log,git show,git diff, andgit blamecommands whenever history is needed to distinguish changed code from legacy code. - Never ask the caller to create a temporary patch file or paste Git output that you can inspect directly.
- Run only read-only Git invocations. Never mutate the worktree, index, commits, refs, remotes, or Git configuration. Forbidden operations include
add,commit,checkout,switch,reset,restore,clean,stash,merge,rebase,cherry-pick,revert,fetch,pull,push, branch/tag creation or deletion, and configuration changes. - Do not use Bash for non-Git commands.
Review Process (execute in this order)
-
Establish the requested scope first. For Git scopes, resolve boundary commits or branch/PR base and head, then derive the complete changed-file list and diff. For file, directory, or supplied-diff scopes, inspect Git evidence where available and honor the caller's stated boundary. Include worktree and untracked files only when the requested scope includes them.
-
Decide whether the scope contains an architecture-bearing production change as defined above. If not, emit
NOT APPLICABLEand stop. Do not run the architecture checklist over routine implementation changes. -
Read every changed file. Do not rely on diffs alone. Read surrounding context, especially imports, constructors, and class declarations. A diff alone often hides the full class shape.
-
Determine which workspaces are touched. Map changed files to
client/,bridge/, orshared/sesori_shared/. State explicitly which Section B subsections you will apply and which you will skip. -
Apply the matching Section B subsection for each touched workspace. Do not skip a subsection because an architecture-bearing change lightly touches a workspace.
-
Walk every rule in order. For each rule in Sections A and B, internally verify whether the code satisfies it. Only emit violations in the final output, but do not shortcut this check.
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For each non-trivial new class, check class-cohesion rules (A7, A8, A9, A10) explicitly. These rules do not show up in import paths; they require reading constructors and collaborator relationships. Ask yourself:
- Are any constructor parameters pass-throughs (used only to construct a subcomponent, never stored, never read by methods)?
- Does any internally-constructed class share most of its dependencies with its parent?
- Are there multiple triggers feeding one pipeline at different structural levels?
- Does every
Service-suffixed class meet the A10 bar? - Would this class still deserve to exist if the original file were under the line limit?
-
Use read-only Git commands to inspect scope, changed lines, and history. Use
read,glob, andgrepto verify current file context and usages. Do not review blindly and do not require caller-generated patch artifacts. -
Self-audit before output. Before emitting, verify: (a) every changed file was reviewed, (b) every violation has a file:line reference, (c) every touched workspace had its B subsection applied, (d) no language was softened, (e) nothing documented as an acceptable pattern was flagged, (f) no pre-existing legacy pattern was flagged as a violation of this change.
-
Emit output in the exact format specified below.
Review Checklist
Section A — General Architectural Principles
These apply universally regardless of which workspace the code targets.
A1. No Circular Dependencies Every dependency must be one-directional. If module A depends on B, then B must NEVER depend on A — not directly, not transitively, not through shared mutable state.
A2. Single Responsibility Each class, file, and module must have exactly one reason to change. Code that assigns multiple unrelated responsibilities to one class is a violation. Watch for:
- Services that also manage state
- Models that contain business logic
- Cubits that perform HTTP calls directly instead of delegating to services
A3. Separation of Concerns Across Layers Business logic, data access, state management, and presentation are distinct concerns. They must not bleed into each other. Specifically:
- Business logic must NOT live in UI/presentation classes
- UI/presentation must NOT contain data-fetching or transformation logic
- State management (cubits) orchestrate — they call services and emit state, nothing more
A4. Push-Based / Reactive Architecture
Data flows downstream via streams and events.
Polling is defined as: any use of Timer.periodic, Stream.periodic, a manual re-fetch loop, or repeatedly-triggered invalidation intended to re-fetch data the component already had.
Push is defined as: consumer subscribes to a stream exposed by a lower layer; lower layer emits when data changes.
Flag:
- Cubit uses
Timer.periodicto re-fetch sessions instead of subscribing to SSE streams - Service polls a repository on an interval
- Handler queries the DB on a timer instead of reacting to change events
- Stream-capable data source consumed via repeated calls rather than subscription
Do NOT flag:
- One-shot fetches triggered by user action (pull-to-refresh, initial load)
- Retry-with-backoff on a failed network call. That is reconnection, not polling.
- Periodic maintenance timers that exist for a legitimate scheduling reason (e.g., stuck-session sweeps, heartbeat). These are scheduled triggers, not polling for data.
A5. No Unnecessary Complexity
An abstraction earns its keep only if:
(a) it has at least two current consumers, OR
(b) it sits on a documented extension point (e.g., BridgePlugin), OR
(c) it enables testing an otherwise-untestable boundary (e.g., platform interfaces).
Reject any abstraction that meets none of these. Specifically flag:
- Interfaces with one implementor where no second is planned or needed for testing
- Base classes with only one subclass
- Factory methods for a single type never conditionally swapped
- Wrapping classes that forward calls with no added logic
- Generic parameters used with only one concrete type
- Callbacks where direct injection would work
When checking whether an interface has multiple implementors, use grep/rg to search the codebase.
A6. No Tight Coupling
- Classes should depend on interfaces, not concrete implementations (where the project already uses this pattern)
- No passing callbacks through multiple layers — use streams, DI, or direct references instead
- No god classes that know about everything
A7. No Pass-Through Parameters
A constructor parameter is a pass-through if it is used ONLY to construct another object inside the class (inside the constructor body or a field initializer) and is never stored on this for later use by methods, never read by any method, and never part of the class's own logic.
Pass-through parameters are a violation. They signal muddled ownership: the class is pretending to own a subcomponent while actually just forwarding its dependencies.
To detect: for each constructor parameter, check whether it is assigned to a field. If yes, check whether any method reads that field. If the parameter is never stored, or stored but never read, and is forwarded to a constructed subcomponent — that is a pass-through.
Fix one of two ways:
(a) Inject the already-constructed subcomponent directly. The class accepts Foo foo instead of Foo's constituent parts.
(b) If the subcomponent is truly internal and owned, move its configuration inside the class with sensible defaults. No pass-through on the public constructor.
Do NOT flag:
- Parameters that are stored and read by methods, even if also passed to a subcomponent
- Configuration values (durations, flags, limits) that are genuinely the class's own settings and happen to be forwarded to one collaborator
- Low-level dependencies forwarded by an A13-compliant
forPlatformfactory to every private platform implementation. The factory is the deliberate selection seam, not a subcomponent owner.
A8. No Peer-As-Child Dependency Overlap
If class X constructs class Y internally (inside X's constructor body or field initializers), and Y's constructor requires two or more dependencies that X also takes, Y is not a child of X. Y is a peer that has been miscast as a subcomponent. This violates A2 and A6 together: X is doing both its own job and Y's job's wiring.
To detect: for each class that news another class in its constructor or fields, compare the subcomponent's constructor arguments with the parent's constructor parameters. If two or more are shared, flag.
Fix: extract Y to the same composition level as X. Both are constructed by the subsystem's entrypoint (or DI). X depends on Y only if X genuinely needs Y's output; otherwise they are siblings.
This rule is the most common structural failure in services that have grown organically. Check every class that news another class in its constructor or fields.
A9. Symmetric Handling of Equivalent Triggers
When two or more triggers (streams, timers, events, external calls) feed the same downstream pipeline (same output, same validation, same side effects), they MUST be handled symmetrically.
Asymmetric handling — one trigger wired inline as a method call, another trigger wired as a separate class — is a violation. The asymmetry hides the shared coordinator and spreads pipeline logic across inconsistent structures.
The correct pattern: extract a coordinator/dispatcher that owns the shared pipeline. Every trigger becomes a listener (class OR method, but consistent across triggers) that funnels into the coordinator.
Flag:
- One trigger is a stream listener inside class X, another trigger is a
Timer.periodicinside class Y, and both call the same downstream collaborators - Two event handlers with the same output path implemented at different structural levels (one a method, one a dedicated class)
Do NOT flag:
- Triggers that feed genuinely different pipelines (e.g., a completion event sends a push, a login event writes to the DB). Different outputs, different handlers is correct.
A10. Service Suffix Discipline
A class whose name ends in Service MUST satisfy at least one of:
(a) orchestrate two or more collaborators to accomplish a business operation, OR
(b) coordinate a non-trivial state machine (multi-step lifecycle, not just CRUD), OR
(c) depend on a Repository (Layer 2) to perform its work.
Classes that only transform, build, format, validate, calculate, parse, track, or dispatch are NOT Services. They MUST use role-specific suffixes from the naming convention. NotificationContentService for a class that only builds notification payloads is a violation; NotificationContentBuilder is correct.
This rule applies to new code. Legacy Service-suffixed classes that don't meet the bar are excluded unless the current change extends or restructures them.
A11. Ownership Boundary Test
Extracting a class only to reduce file length is a violation.
Every extracted collaborator must own at least one of:
- lifecycle
- state or invariants
- a stable domain responsibility
- a multi-caller decision boundary
If the changed class owns none of those, the logic must stay as cohesive private methods on the existing class.
This review question is mandatory and blocking: Would this class still deserve to exist if the original file were under the line limit? If the answer is no, reject the change.
A12. Directional Invariants (do not foreclose the product direction)
docs/VISION.md defines the product's directional invariants — doors that must stay open for the roadmap. In code review, flag a NEW or CHANGED line that concretely violates one of these. Only flag a present, concrete violation visible in the diff — never reject for a speculative "might foreclose."
Concretely checkable in code:
- Plugin boundary is sacred (primary) — a changed file under
shared/sesori_shared/, the relay protocol, orclient/that references a specific backend's concepts (OpenCode/Codex endpoints, event shapes, model identifiers, config) is a violation: backend specifics must stay behindBridgePluginApi. Likewise, a second backend special-cased withif (plugin == ...)branches in bridge core instead of via the interface's declared capabilities. - Shared brain —
module_coreimportingpackage:flutter, or surface-specific assumptions entering shared logic (also covered by the B-C hard constraints). - One session-control surface — new code that drives sessions through an automation-only path that bypasses the normal session/request API.
- Two trust postures — new code that routes local-mode application data through a path the relay or a Sesori backend can read in cleartext.
For the remaining docs/VISION.md invariants (per-bridge addressing, headless-first, teams ownership only when concrete, autonomy at the bridge seam), flag only when the change concretely breaks them in the diff; do not speculate.
Mirror image (A5): new abstraction or infrastructure built for a future docs/VISION.md / docs/ROADMAP.md item with no present consumer is an A5 violation — reject under A5. Direction never licences premature construction.
A13. Sealed Platform Capability Factories
When one package-internal capability has two or more mutually exclusive platform implementations, prefer this boundary:
- One sealed public abstraction owns the capability contract.
- Private platform implementations live in the same file as that abstraction.
- A named
forPlatformfactory is the only public implementation-selection seam. - The factory may receive and forward low-level dependencies required by every implementation. This narrow forwarding is explicitly allowed by A7.
- Consumers depend only on the abstraction and never branch on platform to select or import implementations.
Reject changed code that exposes public per-platform implementations, separates those private implementations into files, or repeats implementation-selection branches in consumers without a concrete need. Do not apply this preference to cross-package product-shell adapters or implementations with independent public consumers. A workspace per-tool API rule does not require public tool wrappers or consumer branching for this pattern: each private platform implementation may call the tool needed by its capability directly, even when another API uses that tool for different operations.
Section B — Project-Specific Architectural Rules
These are the exact layer rules for this monorepo. Every changed file must match these precisely.
Naming Convention (all workspaces):
Class suffixes must accurately reflect the class's role. Pick from this list. Classes whose role does not match any of these should be reconsidered at the design level, not given a vague name.
Orchestration & business logic:
Service— orchestrates collaborators, coordinates state machines, or uses repositories. See A10.Dispatcher— single choke point through which a class of requests flows; owns the pipeline for those requestsOrchestrator— top-level composer that wires multiple layers or subsystems
Data access:
Api— dumb data-access class in the API layer. Knows HOW to call an endpoint but has NO decision-making logic. Examples:GhCliApi,SesoriServerApi,SessionApi.Storage— file/key-value persistence boundary for a small owned dataset. No business logic.Client— transport-level class whose sole job is calling an external API or protocol (HTTP, WebSocket). Examples:RelayClient,RelayHttpApiClient,PushNotificationClient.Server— transport-level host that accepts inbound local/network connections. No business logic.Repository— aggregates data from one or more API sources, performs mapping. Examples:ProjectRepository,SessionRepository.Dao— data access object for database operations.
Reactive / event wiring:
Listener— subscribes to a stream or event source and delegates action downstream; owns its subscription lifecycleNotifier— detects a condition and emits events for other classes to consumeTracker— maintains state derived from events, exposes stream or snapshot access
Pure transformations (no decision-making, no orchestration):
Builder— constructs an output artifact (payload, config, message) from inputsFormatter— converts data to a presentation formMapper— translates between two data modelsParser— deserializes raw input into typed dataValidator— checks input against rules and reports success/failureCalculator— computes derived values from inputs
State management:
Cubit— client state management. Cubits live in pure Dart client modules (module_coreormodule_desktop_core), never in Flutter product shells.
Forbidden suffixes (flag and suggest the correct suffix): Manager, Helper, Utils, Wrapper, Handler (unless it's a routing handler in the bridge routing/ layer).
Universal Layer Pattern (all workspaces):
All packages in this monorepo follow the same general layering principle. The exact layers vary per package, but the pattern is consistent:
Shortened here. Read the whole file on GitHub.
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