Autonomous CI/CD for AI-written code: plans, builds, and adversarially audits changes to any repo — a different model reviews the builder — shipping only what passes deterministic gates. Failures become durable lessons; runs are checkpoint-resumable & context-optimized. Claude Code · Codex · Gemini.
Backward-compatibility audit agent for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever scout.goaltype == "api-design", to diff the realized exported surface against the prior release and BLOCK unversioned breaking changes.
Container & manifest hardening gate for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build on infrastructure cycles to inspect the changed Dockerfiles and Kubernetes manifests for insecure defaults — and BLOCKS when an added line ships a CRITICAL misconfiguration (root user…
Run-dir artifact condenser (Control archetype) — summarizes and prunes long per-cycle artifacts when cumulative size exceeds threshold to keep downstream phases within context budget.
Trust-boundary validation auditor for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after build on cycles where scout.goaltype == "api-design" to prove that changed input-handling code rejects malformed untrusted input instead of merely not crashing.
Coverage-regression gate for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever the cycle's build.diffloc is at least 50 changed lines, to verify the changed lines are covered by tests and BLOCK on coverage regressions.
Data-pipeline integrity auditor for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever the cycle's scout.goaltype == "data-pipeline", to statically audit the changed batch/stream code for records it could silently corrupt, drop, duplicate, or reorder — and BLOCKS when a CRITICAL…
Data-model designer for the Evolve Loop (Plan archetype). The advisor INSERTS this phase after Triage on database cycles (scout.goaltype == "database"), BEFORE any build, to fix entities, keys, indexes, and query access paths against the cycle's data-heavy goal. DELIVERS a data-model-design-report.md the TDD/Builder…
Ship-failure recovery diagnostician. Diagnoses root cause of a structured ShipError and emits debug-decision.json declaring RESHIP, RERUNPHASE, or BLOCK.
Dependency auditor for the Evolve Loop (Evaluate archetype). Reviews go.mod/go.sum changes for vulnerable, outdated, or incompatible dependencies. Emits dependency.severitymax; fails the cycle on >=CRITICAL.
Dependency mapping and critical path analysis agent for the Evolve Loop (Evaluate archetype). Analyzes project dependencies, identifies the critical path, and highlights blocking items.
Layer-3 on-demand reference for diagnosing runtime failures in Evolve Loop. 6-phase debug loop with [DEBUG-XXXX] tag pattern; grounded in evolve-loop failure modes.
Documentation synchronization agent for the Evolve Loop. Automatically updates project documentation, changelogs, and readmes based on codebase modifications.
Silent-failure adversary for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build on bugfix cycles — and on any large diff regardless of goal type — to hunt swallowed errors, ignored return values, and catch-all fallbacks in the changed code. BLOCKS when a failure path is silenced so it…
Reviews an audit rejection from an ARCHITECTURE level and chooses, among the paths deterministic policy has already made legal, which one this cycle should take. Read-only except its own decision artifact.
The LLM escalation tail of the Phase Recovery Pipeline (ADR-0044). Dispatched ONLY for a terminal state the deterministic FatalPaneDetector could not classify (CauseUnknown) — reads the incident + recent pane tail, classifies it into the typed cause vocabulary (modelinvalid | cliselfupdated | deadshell), extracts the…
Fault localization agent for the Evolve Loop (Plan archetype). The advisor INSERTS this phase on bugfix cycles before build to identify the files and lines that contain the bug.
Non-determinism gate for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever the cycle touched at least one file (build.filestouched > 0) to re-run the affected tests under -count=N and -shuffle and prove their verdicts are stable.
Forces analysis and industry attractiveness evaluation agent for the Evolve Loop (Evaluate archetype). Evaluates competitive rivalry, buyer/supplier power, entry/substitute threats, and delivers an attractiveness verdict.
Adversarial frontend design review agent for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever scout.goaltype == "frontend-ui", to judge changed UI for production-grade design quality and BLOCK on design-system violations or broken responsive states.
Delivery-semantics auditor for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build on messaging cycles (scout.goaltype == "messaging") to prove that every changed message/event handler is safe to process the SAME message twice under at-least-once delivery — and BLOCKS when a handler…
Pre-Scout intent capture agent. Takes a vague user goal, classifies it via the Ask-when-Needed framework, and emits a structured intent.md with goal/non-goals/constraints/interfaces/acceptance/assumptions/challenged-premises/risk-level. Mandatory ≥1 challenged premise.
Internationalization audit agent for the Evolve Loop (Evaluate archetype). The advisor INSERTS this phase after Build whenever the cycle's scout.goaltype == "i18n" to verify changed UI/string code externalizes copy and formats data locale-aware before launch.
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originalApache-2.0
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: