Derek Williams
Community@softwaresalt · Seattle, WA
Focus: event-driven, scalable, serverless solutions; distributed storage, queueing; building tools/platforms; data engineering; agent harness engineering.
Agent Skills by Derek Williams
Showing 47 vetted skills indexed across 3 GitHub repositories.
softwaresaltacquire-codebase-knowledge
Generate seven evidence-backed codebase documentation files with [TODO] and [ASK USER] markers.
softwaresaltharness-architect
Generates failing Rust test harnesses with uncompilable-proof scaffolding for unimplemented features.
softwaresaltlearn
Cluster workflow observations into instinct files with evidence counts and confidence.
softwaresaltshipment-reconcile
Reconcile shipment manifest items against queue and archive modes.
softwaresaltsafety-modes
Generates safety checklists with risk and result tracking for destructive actions.
softwaresaltoperational-closure
Generate dated closure markdown files with monitoring and rollback plans.
softwaresaltpr-lifecycle
Manage pull request lifecycle from review through CI remediation and user-approved merge.
softwaresaltdebugging
Diagnose root causes from stack traces and reproduction steps.
softwaresaltdocument-review
Review documents for gaps, clarity, completeness, and organization.
softwaresaltEvolve
Promote corroborated instincts into reviewable instruction or skill drafts with citations.
softwaresaltiterative-experiment
Run an autonomous optimization loop that commits, measures, and keeps improving iterations.
softwaresaltObserve
Normalize recurring workflow observations into structured JSONL learning records.
softwaresaltimpl-plan
Transform requirement documents into repo-grounded implementation plans with traceability.
softwaresaltharvest
Decompose reviewed implementation plans into feature-task-subtask backlog hierarchies.
softwaresaltharness-doctor
Diagnose installed autoharness harness integrity and apply low-risk repairs.
softwaresaltskill-creator
Create agent skills with SKILL.md YAML frontmatter and structured instructions.
softwaresaltbrainstorming
Transform ambiguous ideas into structured design specifications through collaborative dialogue.
softwaresaltreview
Coordinate structured code review across multiple reviewer personas for git diffs.
softwaresaltcompound-refresh
Review docs/compound entries against current repository reality and classify them.
softwaresaltchangelog-generator
Generate user-facing changelogs from git commit history as structured markdown.
softwaresaltruntime-verification
Validate affected runtime surfaces after builds or CI changes with evidence-based verdicts.
softwaresaltCompound
Generate structured learning documents with YAML frontmatter for solved problems.
softwaresaltwriting-plans
Create implementation plans with test-first tasks and exact file paths.
softwaresaltfile-lock
Acquire and release advisory per-file locks to prevent concurrent write conflicts.