autonomous-workflowlisted
Install: claude install-skill mthines/agent-skills
# Autonomous Workflow
Phase-based autonomous feature development. Each phase has a gate that must pass
before continuing. Phases optionally invoke companion skills based on the task —
companions skip silently if not installed.
> **Source of truth.** This `SKILL.md` is a thin index. Detailed procedures
> live in `rules/*.md` and load on demand. Companion-skill triggers and
> disable instructions live in [`rules/companion-skills.md`](./rules/companion-skills.md).
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## Self-Improvement
The workflow improves across runs through a **two-tier loop** (full contract in
[`rules/self-improvement-loop.md`](./rules/self-improvement-loop.md)):
**Fast tier — episodic lessons (LoreKit `memory.*` tools, optional companion).**
The workflow reads accumulated `loop::aw-lessons` lessons before planning
(Phase 1) and writes new ones when it gets stuck (Phase 4) or finishes (Phase 7),
mapping universal lessons to LoreKit's `global` scope and repo-bound lessons to
`repo::{owner}/{repo}`. Lessons are **advisory** — they bias the plan, never
silently change a gate. Skips silently when LoreKit's `memory.*` tools are not
connected.
**When invoked through the `aw` dispatcher, the read/write is hoisted to the
dispatcher** (intake + exit) so **every tier** — Micro, Lite, and Full — both
benefits from and contributes lessons; the phase-level reads/writes are the
Full-tier specialization. This is how self-improvement stays universal without
forcing planning on simple tasks.
**Slow tier — retrospect