ClydeShen

Use this skill to humanize, rewrite, de-AI, polish, or detect AI writing in various documents like emails and technical docs. It removes AI-writing markers, preserves technical terminology, and learns the user's writing preferences.

Turn the current conversation context into a GSD-compatible PRD with WHAT/HOW constraints, optionally writing to .harness/phases/01-discuss/CONTEXT.md. Use when user wants to create a PRD from the current context.

Harness-aware issue triage with effort calibration and agent brief generation. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.

End-of-context-window session transition that saves memory, writes a handoff doc, posts a GitHub progress comment, and instructs the user to /compact for a clean next session. Use when context usage approaches 80%, when remaining tokens are insufficient for the current phase's remaining work, or when user says "handover", "context is full", "save progress", "end session". Distinct from /handoff (l

Break a plan, spec, or PRD into independently-grabbable issues using tracer-bullet vertical slices with enforced AC templates, creation gates, and dual output to GitHub Issues + PLAN.md. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

Briefs the current session by reading session state, handoff doc, and memory to determine the active phase, task, and context budget. Outputs a structured briefing and detects whether the phase should be skipped or reverted based on observable artifacts. Use at the start of every long-running agent session, or when user says "start session", "what are we working on", "resume", "pick up where we le

Creates CLAUDE.md/AGENTS.md from the harness template (if absent) and configures docs/agents/ so harness skills know the issue tracker, triage labels, domain docs, GitHub Project board, and session state location. Run before first use of triage, to-prd, to-issues, context-handover, or session-start — or if those skills appear to be missing context. Typically consumes <30% of a context window.

Audit and remove stale, renamed, or duplicate skills across all installed agent platforms (Claude Code, Kiro, Codex, Windsurf, Gemini, Pi, and more). Handles symlink and copy installs, detects artifacts, and generates OS-correct removal commands. Use when skills list feels cluttered, after renaming a skill, after uninstalling a plugin, or when user says "clean up skills", "remove old skill", "prun

Create new harness-compatible agent skills with proper structure, progressive disclosure, and bundled resources — includes harness-specific checklist (token budget, setup-harness-skills reference, AI footer, creation gates). Use when user wants to create, write, or build a new skill.

Scans a project for agent-harness gaps and outputs a prioritised list with paste-ready config snippets to close them. Covers hooks, CI, pre-commit, instruction file quality, init.sh, and session discipline. Use when starting a new project, auditing an existing harness, writing or reviewing CLAUDE.md/AGENTS.md, setting up CI gates, beginning multi-day autonomous work, or when user says "set up harn

Review the current project state and continuously guide the project toward better Harness and Compound Engineering practices. Identify: - behaviors that align with best practices - anti-patterns or weak workflows - missing operational discipline, evals, harnesses, or feedback loops Then recommend the next highest-leverage step, including: - what to do next - why it matters now - what commands, too