Skill rating

Use after /gsd-audit-uat when the user wants the findings fixed, not just listed. Classifies each issue as auto-fixable or manual and fixes the auto-fixable ones with test verification and atomic comm

Use when a GSD run failed, stalled, or produced the wrong result and the cause is unclear. Reads git history and .planning/ state and phase artifacts to diagnose root cause, then writes a report to .p

Use when the user wants to turn GSD workflow steps on or off or to change the model profile. Prompts for model, research, plan_check, verifier, and branching, then writes the merged config with curren

Use when a phase plan should be peer-reviewed by other AI CLIs before execution, or the user asks for a cross-AI review. Invokes Gemini, Claude, Codex, or OpenCode and writes REVIEWS.md for /gsd-plan-

Use when the user asks whether GSD is up to date or wants to upgrade it. Checks the local and global install against npm, shows the changelog, warns before a clean install, then clears the cache.

Use when the user wants a small, ad-hoc change handled with GSD guarantees (atomic commits, STATE.md) but without the full pipeline. Tasks land in .planning/quick/; --full, --discuss, --research, --va

Use when the user wants to roll back GSD commits: the last N, a whole phase, or one plan. Reverts through the phase manifest with dependency checks and a confirmation gate before anything is undone.

Pointer to the upstream skill for building voice agents with speech-to-speech and STT-LLM-TTS pipelines, installed from upstream.

固件 / IoT 渗透链。从拿到一坨 .bin / .img 开始，闭环走完逆向 → 提取 → 模拟 → 利用。 方法论遵循 OWASP FSTM 九阶段；工具链以 binwalk v3、unblob、EMBA、Firmadyne、AFL++ 为主。 适用场景：路由器/摄像头/智能家居固件审计、固件升级包逆向、IoT CVE 复现、嵌入式 0day 挖掘。 触发关键词：固件、firmware、Io

Use when a milestone audit reported gaps and you want the fix phases created in one pass. Reads MILESTONE-AUDIT.md, groups gaps into phases, adds them to ROADMAP.md and offers to plan each one.

Your product + design brain trust and decision partner. Named personas across 8 cells spanning product strategy, discovery/research, growth/metrics, design foundations/usability, design leadership/cra

Use when a finished GSD workspace and its worktrees should be deleted. Confirms first, runs git worktree remove for each member repo, and refuses if any repo has uncommitted changes.

Use before archiving a milestone, or when the user asks whether a milestone met its definition of done. Aggregates phase VERIFICATION.md files, tech debt and deferred gaps, then runs a cross-phase int

Use when the user asks which GSD workspaces exist, or where their isolated work lives. Scans the workspaces root for WORKSPACE.md manifests and prints name, path, repo count, strategy and project stat

Use when a session ends and the user wants a summary of what was done and what it cost. Writes a shareable SESSION_REPORT.md with outcomes, work performed and estimated resource usage.

Use when urgent work surfaces mid-milestone and must land between two planned phases without renumbering the roadmap. Inserts it as a decimal phase such as 72.1 after the phase the user names.

Use when a planned but unstarted phase should come off the roadmap. Removes the phase, renumbers the phases after it into a clean sequence, and commits the change as the historical record.

Use after a phase executes, when the user wants to test the built features themselves. Runs one conversational UAT test at a time into {phase}-UAT.md and, when something fails, diagnoses it and queues

Use when a completed phase needs unit or E2E tests, or the user asks to add tests for phase N. Classifies implementation files into TDD, E2E, or skip, gets plan approval, then generates RED-GREEN test

Use when the user asks what UAT or verification items are still outstanding across phases, or wants a prioritized manual test plan. Scans every phase for pending, skipped, blocked and human_needed ite

Use when opening a pull request and the diff is cluttered with .planning/ commits. Creates a clean branch filtered of GSD planning artifacts so reviewers see only code changes.

Use when the user asks for a visual or UI quality review of frontend code that already shipped, or passes a phase number. Produces {phase_num}-UI-REVIEW.md with a graded 1-4 assessment across six pill

Use when the user asks where the project stands, what to do next, or to resume after a break. Summarizes recent work and what is ahead, then routes to executing an existing plan or planning the next o

Use before planning a frontend phase, or when a UI contract must be locked before implementation. Orchestrates gsd-ui-researcher and gsd-ui-checker to validate, research, and verify UI-SPEC.md for the

Use when .planning/phases/ has accumulated directories from completed milestones. Shows a dry-run of what moves to .planning/milestones/v{X.Y}-phases/ and archives only after confirmation.

Use when the user wants to think through an idea before committing to a plan, e.g. /gsd-explore auth strategy. Runs a Socratic session, optionally spawns research, then routes output to notes, seeds,

Use when the user wants a dashboard of all phases or to run more than one phase in parallel. Shows phase status with recommended next actions, runs discuss inline, and dispatches plan and execute as b

Use when .planning/ looks inconsistent, files are missing, or state seems wrong. Validates .planning/ integrity, reports missing files, bad config, and orphaned plans, and --repair fixes what it finds

Use when the user wants to bring an external plan file into GSD planning, or passes --from <filepath>. Detects conflicts against PROJECT.md decisions, writes it as a GSD PLAN.md, and validates it with

Use when the user asks how big the project is, what has shipped, or for project statistics. Reports phase progress, plan execution, requirements completion, git history metrics, and timeline through t

Use for a trivial task the user can describe in one sentence: a typo, config change, small refactor or forgotten commit. Executes inline with no subagents and no PLAN.md; anything needing research or

Use to keep moving without inspecting progress, or when the user asks what is next in the GSD workflow. Reads STATE.md, ROADMAP.md and phase dirs to invoke the next step; --force skips safety and veri

Use when you need a quick read on one subsystem instead of a full /gsd-map-codebase run, or the user asks to scan tech, arch, quality, or concerns. Spawns one mapper agent and writes targeted docs int

Use after /gsd-verify-work passes, when the work should become a PR. Pushes the branch, creates the PR with an auto-generated body, optionally triggers review, and tracks the merge, closing the plan-e

Pointer to the upstream skill for behavioural guidelines that reduce common LLM coding mistakes, installed from upstream.

Use when you know what you want but not which /gsd-* command to run. Routes freeform text to the best matching GSD command, confirms the match, then hands off without doing the work itself.

Pointer to the upstream skill for writing PRDs grounded in the existing repo, with a fixed output folder, installed from upstream.

Use when the user asks what is pending, what to do next, or to list todos (optionally filtered by area). Lists pending todos, loads full context for the selected one, and routes to work now, add to a

Strategy Super Intelligence Team. Named real-world personas across 7 cells. Built local-first (LM Studio) and validator-gated. Illustrative composites; see DISCLAIMER.md.

Capture a forward-looking idea with trigger conditions — surfaces automatically at the right milestone

Your finance brain trust and decision partner. Named personas across 7 cells: valuation/corporate finance, investing, accounting/FP&A, macro, fintech, behavioral, and capital markets/M&A/private. Mark

Trading Super Intelligence Team. Named real-world personas across 8 cells. Built local-first (LM Studio) and validator-gated. Illustrative composites; see DISCLAIMER.md.

Use when an idea, task, or issue surfaces mid-session and the user wants it captured as a todo instead of doing it now. Infers the area, checks duplicates, and writes the todo file plus a STATE.md upd

Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI). Use when: developing ChatGPT extensions, implementing MCP servers, or

Turn the project you just shipped into a short, polished, shareable launch video (an "ad") using HyperFrames. Use when someone says "/coco-ads", "make a launch video", "brag about this", "turn this in

Your healthcare and life sciences brain trust. 25 named personas across 7 cells covering drug discovery, medtech, biotech strategy, health policy, genomics, clinical trials, and healthcare economics.

Your education and edtech brain trust. 25 named personas across 7 cells covering learning science, curriculum design, AI tutoring, higher-ed strategy, edtech platforms, assessment, and workforce devel

Use for authorized security assessment of LLM applications and AI agents, including prompt injection, tool abuse, RAG exposure, memory poisoning, and model supply-chain risks.

Your climate and energy brain trust. 25 named personas across 7 cells covering energy transition, carbon markets, climate modeling, sustainability, grid infrastructure, environmental policy, and ESG.

Data & Analytics Super Intelligence Team. Named real-world personas across 7 cells. Built local-first (LM Studio) and validator-gated. Illustrative composites; see DISCLAIMER.md.