ClydeShen

@clydeshen source repo

13 skills
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6 hours ago last updated

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Tech Humanizer Skill · clydeshen bundle
Use this skill when the user asks to humanize, rewrite, de-AI, polish, or detect AI writing in documents, emails, chat messages, pull request text, release notes, technical docs, or other prose. It removes AI-writing markers while preserving technical terminology, reports AI-marker density with concrete fixes, and learns the user's wording preferences, domain terms, and recurring writing habits over time. Don't use for grammar correction unrelated to AI markers, original content generation, fact-checking source material, or translating between languages.

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Fuller · clydeshen bundle
A reasoning partner built on Buckminster Fuller's principle — map the whole system before examining any part, and investigate globally before asking anything. Finds the trim tab (smallest intervention with largest leverage) and interrogates assumptions through Socratic dialogue, one question at a time. Use when the user wants to think through a complex idea, design, or decision from first principles before committing — for example when the user says "help me think through", "I want to explore", "what are the implications of", or "stress-test this idea". Not for quick factual lookups, well-scoped execution tasks, or decisions the user has already made.

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Harness Prd · clydeshen bundle
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.

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Harness Audit · clydeshen bundle
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 harness", "health check", "agent discipline", "project setup", "pre-commit hooks", "stop hook", "verification gap".

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Harness Guide · clydeshen bundle
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, tools, or workflows to use Ask questions one at a time. For each question, provide your recommended answer. If information can be discovered from the codebase, inspect the codebase instead of asking the user.

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Session Start · clydeshen bundle
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 left off", "what's the active task".

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Harness Issues · clydeshen bundle
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.

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Harness Triage · clydeshen bundle
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.

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Skill Cleanup · clydeshen bundle
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", "prune skills", "stale skill", "duplicate skill".

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Context Handover · clydeshen bundle
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 (lightweight subagent briefing — no GitHub, no /compact).

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Setup Harness Skills · clydeshen bundle
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.

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Write Harness Skill · clydeshen bundle
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.

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Harness Verify Before Move · clydeshen bundle
Comprehensive pre-phase-transition sweep. Verifies phase exit criteria, syncs code status (git/lint/build/tests), audits and cleans design docs, cleans implementation-notes, prunes stale documents and memory, syncs GitHub project state (milestones, issues, status labels, board), updates README, writes a fresh memory snapshot, then outputs a clean project snapshot. Use when completing a phase, before advancing to next phase, or when user says "verify before move", "clean up before moving", "sync everything", "project snapshot", "clean slate", "phase transition". Typically consumes ~8K–15K tokens / <10% of a context window.

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13 published skills