docline

Autonomous iterative experimentation loop. Defines a measurable goal, establishes a baseline, then iterates modify→commit→measure→keep/revert until the goal is met or the budget is exhausted. Persists a TSV experiment log under the configured results directory.

Scaffolds compilable but failing test harnesses for feature and chore tasks

On-demand harness health diagnostic. Checks manifest presence, version drift, file integrity, cross-reference validity, MCP tool availability, and template variable residue. Produces a per-category graded health report.

Decomposes a reviewed implementation plan into backlog feature/task/subtask hierarchy

Multi-persona review gate for implementation plans. Validates architectural soundness, scope boundaries, and coding standards compliance before the harvest skill decomposes a plan into work items.

Structured code review using tiered persona subagents, confidence-gated findings, and a merge/dedup pipeline. Use when reviewing code changes before creating a PR, as a build gate, or for standalone review.

Multi-phase security audit skill. Scans agentic config surfaces and application source for OWASP Top 10 vulnerabilities, STRIDE threats, and config hygiene issues. Produces a scored, graded report persisted to the configured security docs directory (default: docs/security).

GI/GR reconciliation gate for shipment manifests — verifies every manifest item exists in queue (pre-mode) or archive (post-mode) with the expected status before or after backlogit_ship_shipment runs.