stoa

Force a full-file rewrite (Write) instead of patch (Edit) when Edit keeps failing or diff is large. Context rot mitigation — use when Edit has failed ≥2× on same file, or when estimated diff >30% of file size.

STOA PR Guardian — advisory three-axis review (ADR compliance, security, AI code smell) with binary GO/NO-GO verdict + confidence. Never approves, never blocks merge.

Analyze cycle capacity gap and propose backlog items to fill the sprint to ~80% of proven velocity.

Visual roadmap snapshot — theme progress, milestones, velocity. Zero new infra (Linear MCP + velocity.json).

Cycle-aware bidirectional sync between plan.md and Linear. Discovers all cycle tickets, detects drift, updates markers.

Debug GitHub Actions CI pipeline failures. Analyse les logs de workflow, identifie la cause racine et propose un fix.

Run 8-persona Council validation on a feature/ADR, then auto-create a Linear ticket if score >= 8/10.

Decompose a MEGA ticket into component-scoped sub-issues on Linear, with dependency DAG and parallel execution plan.

Consolidate memory files — remove stale facts, resolve contradictions, verify paths. Inspired by Claude Code's autoDream pattern.

Create a SPEC.md for a feature, validate via Council, then generate failing tests from acceptance criteria before implementation.

Continuous post-merge CD monitoring using /loop. Runs /deploy-check on interval until all checks pass or timeout.

Query platform data — PostgreSQL (prod), token costs, Prometheus metrics, GitHub CI stats, K8s pod status.

Scan codebase to generate MEGA backlog tickets (20-40 pts each). Maintains 400+ pts stock on Linear.

Verify MEGA ticket close gates — ensures all sub-tickets Done, PRs merged, live verification passed.

Veille concurrentielle IA Factory — sources, digest format, audit scoring.

Extract a reusable pattern from the current session into HEGEMON Pattern Library. Atomic operation (write + git add + commit + Notion sync).

Auto-fix CI failures (lint, format, type errors). Diagnoses, fixes, commits and pushes.

Orchestrer une review parallele multi-angle d'une PR ou d'un composant, en deleguant a des subagents specialises (securite, tests, k8s).