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tobihagemann

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A composable dev process for agentic coding harnesses, packaged as modular skills. Turbo has sibling editions for Claude Code and Codex.

50 indexed · 0 Featured · 377 stars · avg score 89
Prolific

Categories

Indexed Skills (50)

Code & Development Solid

apply-findings

Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note genuine improvements for later. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".

377 Updated today
tobihagemann
Code & Development Solid

assess-technical-debt

Assess project-wide structural technical debt: complexity hotspots, deprecated API usage, duplication clusters, and architecture rot. Ranks findings by impact and refactor effort into a report at .turbo/technical-debt.md. Use when the user asks to "assess technical debt", "find technical debt", "review technical debt", "what should we refactor", "find refactoring candidates", "where is the code rot", or "what's our worst code". Analysis-only — does not modify code.

377 Updated today
tobihagemann
Code & Development Solid

audit

Project-wide health audit pipeline that fans out to all analysis skills in parallel, evaluates findings, and produces a unified report at .turbo/audit.md. Use when the user asks to "audit the project", "run a full audit", "project health check", "audit my code", "codebase audit", or "comprehensive review".

377 Updated today
tobihagemann
Code & Development Solid

changelog-rules

Shared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically invoked directly.

377 Updated today
tobihagemann
AI & Automation Solid

codex-exec

Run autonomous task execution using the codex CLI. Use when the user asks to "codex exec", "run codex exec", "execute a task with codex", or "delegate to codex".

377 Updated today
tobihagemann
AI & Automation Solid

consult-codex

Multi-turn consultation with Codex CLI for second opinions, brainstorming, or collaborative problem-solving. Use when the user asks to "consult codex", "ask codex", "get codex's opinion", "brainstorm with codex", "discuss with codex", or "chat with codex".

377 Updated today
tobihagemann
AI & Automation Solid

consult-oracle

Consult ChatGPT Pro via ChatGPT browser automation for problems that resist standard approaches. Use when stuck on a very hard problem, when standard approaches have failed, when multiple debugging attempts haven't worked, or when the user says "ask the oracle", "consult oracle", "consult chatgpt", "I'm completely stuck", "I've tried everything", or "nothing is working".

377 Updated today
tobihagemann
AI & Automation Solid

contribute-turbo

Submit turbo skill improvements back to the upstream repo. Adapts to repo mode: fork mode creates a PR, source mode pushes directly. Use when the user asks to "contribute to turbo", "submit turbo changes", "PR my skill changes", "contribute back", or "upstream my changes".

377 Updated today
tobihagemann
Data & Documents Solid

create-handoff

Write a handoff file at .turbo/handoff/<YYYY-MM-DD>-<slug>.md capturing current session state — task, status, open decisions, in-flight changes, next step — so a fresh session can continue without re-deriving context. Use when the user asks to "create a handoff", "create handoff", "save handoff", "handoff before compact", "save session state", "handoff for next session", or "capture session state".

377 Updated today
tobihagemann
Code & Development Solid

create-pr

Create a GitHub pull request with a drafted title and description. Use when the user asks to "create a PR", "create a pull request", "open a PR", or "submit a PR".

377 Updated today
tobihagemann
Data & Documents Solid

create-project-skills

Scans an existing codebase and generates project-specific skills that capture inferred conventions such as naming, file organization, framework usage, data access, error handling, and testing style. Writes into the project's chosen skill directory (e.g., `.claude/skills/`, `.agents/skills/`, or a custom path). Use when the user asks to "extract skills from the codebase", "create project skills", "infer project conventions as skills", "codify patterns as skills", or "mine the repo for best practices".

377 Updated today
tobihagemann
AI & Automation Solid

create-skill

Create a new skill or update an existing skill that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when the user asks to "create a skill", "make a new skill", "build a skill", "scaffold a skill", "write a skill for...", or "new skill that does...".

377 Updated today
tobihagemann
Testing & QA Solid

create-test-plan

Analyze what changed and generate a structured test plan at .turbo/test-plan.md covering four escalating levels: basic functionality, complex operations, adversarial testing, and cross-cutting scenarios. Use when the user asks to "create a test plan", "plan tests", "what should I test", "generate test scenarios", "test plan for this PR", or "what are the test cases".

377 Updated today
tobihagemann
AI & Automation Solid

create-threat-model

Analyze a codebase and produce a structured threat model at .turbo/threat-model.md covering assets, trust boundaries, attack surfaces with existing mitigations, attacker stories, and calibrated severity. Use when the user asks to "create a threat model", "threat model", "threat model this codebase", "security analysis", "analyze the attack surface", "what are the threats", or "identify security risks".

377 Updated today
tobihagemann
Data & Documents Solid

draft-plan

Produce an implementation plan at .turbo/plans/<slug>.md. Use when the user asks to "draft a plan", "draft the plan", "write an implementation plan", "plan this change", "create an implementation plan", or needs a first-draft plan file before refinement.

377 Updated today
tobihagemann
Data & Documents Solid

draft-shells

Decompose a specification file into shells with YAML frontmatter. Each shell captures the wiring invariants (Produces, Consumes, Covers) and high-level Implementation Steps without committing to file paths. Use when the user asks to "draft shells", "create shells", "break spec into shells", "decompose spec into sessions", "draft shells from spec", "generate shells from spec", or "make shells from spec".

377 Updated today
tobihagemann
Testing & QA Solid

draft-spec

Guide a collaborative discussion that produces a specification document at .turbo/specs/<slug>.md. Use when the user asks to "draft a spec", "create a spec", "write a spec", "discuss a project plan", "spec out a project", "design a system", "let's plan this project", "help me scope this", "architect a solution", or "let's discuss before building".

377 Updated today
tobihagemann
Code & Development Solid

evaluate-findings

Critically assess external feedback (code reviews, AI reviewers, PR comments) and decide which suggestions to apply using adversarial verification. Use when the user asks to "evaluate findings", "assess review comments", "triage review feedback", "evaluate review output", or "filter false positives".

377 Updated today
tobihagemann
AI & Automation Solid

expand-shell

Expand a shell into a full implementation plan. Verifies Consumes against the current codebase, runs a fresh pattern survey, escalates open questions, and fills in concrete file references and verification. Use when the user asks to "expand a shell", "expand shell", "fill in the shell", "expand the shell", or "concretize the shell".

377 Updated today
tobihagemann
AI & Automation Solid

explain-this

Explain whatever the user is pointing at right now in plain language: a pending question, a piece of code, an error, a command output, or an artifact like a plan or findings report. Use when the user asks to "explain this", "what am I being asked", "what's happening right now", "help me understand this", "what does this mean", "what does this error mean", "what is this code doing", or "what do these options mean".

377 Updated today
tobihagemann
Testing & QA Solid

exploratory-test

Execute multi-level exploratory testing of the app covering basic functionality, complex operations, adversarial testing, and cross-cutting scenarios, plus usability observations through a UX lens reported separately from defects. Deeper than /smoke-test. Use when the user asks to "exploratory test", "test thoroughly", "test all scenarios", "deep test", "test edge cases", "test everything", "break it", "find bugs by testing", "test usability", or "check the UX while testing".

377 Updated today
tobihagemann
Code & Development Solid

fetch-pr-comments

Fetch and summarize review feedback and conversation from a GitHub PR (unresolved review threads, review bodies, and PR conversation comments) without making changes. Use when the user asks to "fetch PR comments", "show PR comments", "check PR for unresolved comments", "list review comments", "what comments are on the PR", "show unresolved threads", or "summarize PR feedback".

377 Updated today
tobihagemann
Code & Development Solid

finalize

Run the post-implementation quality assurance workflow including tests, code polishing, review, and commit. Use when the user asks to "finalize implementation", "finalize changes", "wrap up implementation", "finish up", "ready to commit", or "run QA workflow".

377 Updated today
tobihagemann
AI & Automation Solid

find-dead-code

Find dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tests as dead. Use when the user asks to "find dead code", "find unused code", "find unused exports", "find unreferenced functions", "clean up dead code", or "what code is unused". Analysis-only — does not modify or delete code.

377 Updated today
tobihagemann
Web & Frontend Solid

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use when the user asks to build landing pages, websites, dashboards, web components, or any frontend UI. Generates creative, polished code that avoids generic AI aesthetics.

377 Updated today
tobihagemann
AI & Automation Solid

implement-improvements

Validate improvements from .turbo/improvements.md, recommend a working set tailored to what's in the backlog, and run one lane: direct fixes, investigation, or planned work. One lane per session. Use when the user asks to "implement improvements", "work on improvements", "address improvements", "process improvement backlog", "tackle improvements", or "implement noted improvements".

377 Updated today
tobihagemann
Data & Documents Solid

implement-plan

Execute an implementation plan file produced by /draft-plan, /turboplan, or /expand-shell. Runs pre-implementation prep, then runs /implement to execute the steps and finalize. Use when the user asks to "implement plan", "implement the plan", "execute the plan", "run the plan", "implement plans/<slug>.md", "start implementing the plan", or starts a fresh session to implement a previously drafted plan.

377 Updated today
tobihagemann
Code & Development Solid

implement

Load code-style and task-specific skills, make the change described by the current context, then run /finalize for QA and commit. Use for ad-hoc changes when no plan file or improvements backlog governs the work, and when the user asks to "just implement", "implement directly", "implement without a plan", or "apply the change".

377 Updated today
tobihagemann
Code & Development Solid

interpret-feedback

Interpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities. Use when the user asks to "interpret feedback", "interpret comments", "what does this feedback mean", "clarify reviewer intent", "understand this review", or "interpret these suggestions".

377 Updated today
tobihagemann
AI & Automation Solid

investigate

Systematically investigate bugs, test failures, build errors, performance issues, or unexpected behavior by cycling through characterize-isolate-hypothesize-test steps. Use when the user asks to "investigate this bug", "debug this", "figure out why this fails", "find the root cause", "why is this broken", "troubleshoot this", "diagnose the issue", "what's causing this error", "look into this failure", "why is this test failing", or "track down this bug".

377 Updated today
tobihagemann
Data & Documents Solid

map-codebase

Deep architecture report that fans out parallel inspections across different aspects of the codebase (structure, tech stack, APIs, patterns, data flow, dependencies, testing) and synthesizes findings into a comprehensive document at .turbo/codebase-map.md and .turbo/codebase-map.html. Use when the user asks to "map the codebase", "map codebase", "architecture report", "codebase overview", "architecture overview", "what am I looking at", or "explain this codebase".

377 Updated today
tobihagemann
Data & Documents Solid

migrate-turbo-files

Migrate legacy files in .turbo/ to current formats. Covers plans and shells (layout split, frontmatter normalization, prompt-plan index cleanup) and improvements.md (legacy `trivial`/`standard` Type values rewritten to `direct`/`plan`). Use when the user asks to "migrate turbo files", "migrate turbo", "migrate turboplans", "migrate turbo plans", "upgrade plan format", "add frontmatter to plans", "convert old plans", or "migrate improvements".

377 Updated today
tobihagemann
Code & Development Solid

note-improvement

Capture an out-of-scope improvement opportunity so it doesn't get lost. Use when the user asks to "note improvement", "save improvement", "track this for later", "remember this improvement", "note this idea", "log improvement", "backlog this", or "park this idea". Also invoke proactively when noticing something improvable during work that falls outside the current task's scope — briefly mention it to the user and offer to note it.

377 Updated today
tobihagemann
Code & Development Solid

onboard

Developer onboarding guide that composes architecture mapping, tooling review, and agentic setup review with setup, troubleshooting, and next-steps agents to produce a comprehensive guide at .turbo/onboarding.md and .turbo/onboarding.html. Use when the user asks to "onboard me", "onboard to this project", "generate onboarding guide", "new developer guide", "how do I get started", or "help me ramp up".

377 Updated today
tobihagemann
Code & Development Solid

peer-review

Run an independent peer review via Codex. Use when the user asks to "peer review", "peer review my code", "peer review my plan", "peer review my spec", "peer review my shells", "get a second opinion", or "independent review".

377 Updated today
tobihagemann
Web & Frontend Solid

pick-next-issue

Fetch and rank open GitHub issues by community engagement, present the top 3 candidates, and plan implementation for the selected issue. Use when the user asks to "pick next issue", "next issue", "which issue should I work on", "top issues", "most popular issues", "prioritize issues", or "what should I work on next".

377 Updated today
tobihagemann
Web & Frontend Solid

pick-next-shell

Pick the next shell whose dependencies are satisfied and carry it through planning: expand, refine, self-improve, halt. Use when the user asks to "pick next shell", "next shell", "continue project", "what's next", "next implementation step", or "continue with the plan".

377 Updated today
tobihagemann
Code & Development Solid

polish-code

Stage, format, lint, test, review, smoke test, and re-run itself until stable. Use when the user asks to "polish code", "refine code", "iterate on code quality", "review loop", "clean up, test, and review loop", or "run the polish loop".

377 Updated today
tobihagemann
Code & Development Solid

preview

Stand up the project's live app and hand it to the user to try a change firsthand, then gate on their verdict before continuing. Use when the user asks to "preview the change", "let me try it", "spin up the app so I can test it", "set it up so I can poke at it", or before finalizing a UI/UX change that needs human eyes.

377 Updated today
tobihagemann
Code & Development Solid

recall-reasoning

Recall the reasoning behind a past change by locating the Claude Code transcript that produced it. Use when the user asks to "recall reasoning", "find reasoning", "look up reasoning", "recall implementation reasoning", "find the rationale", "why did I do X", "recall from transcripts", or "find the transcript for this commit".

377 Updated today
tobihagemann
Code & Development Solid

refine-plan

Iteratively review and revise a planning artifact until no new findings survive evaluation. Supports plans, shells, and specs. Use when the user asks to "refine the plan", "refine the shells", "refine this spec", "iterate on the plan", "iterate on the shells", "tighten the plan", "tighten the shells", "tighten the spec", "improve the plan", "improve the shells", or "improve the spec".

377 Updated today
tobihagemann
Code & Development Solid

reply-to-pr-conversation

Draft, confirm, and post a single conversational reply to GitHub PR conversation comments (issue comments). The reply addresses all tracked items in one natural-prose message. Use when the user asks to "reply to PR conversation", "post PR conversation replies", or "draft PR conversation messages".

377 Updated today
tobihagemann
Code & Development Solid

github-voice

Shared writing style rules for GitHub-facing output (PR comments, PR descriptions, PR titles, issues, design proposals). Differentiates insider vs outsider voice based on author association. Not typically invoked directly — loaded by other skills before composing GitHub text.

377 Updated today
tobihagemann
Data & Documents Solid

create-issue

Create a GitHub issue with a drafted title and body. Use when the user asks to "create an issue", "file an issue", "open an issue", "submit an issue", "report a bug", "file a bug report", "file a feature request", or "file a design proposal".

377 Updated today
tobihagemann
Code & Development Solid

answer-reviewer-questions

For each reviewer question on a PR, recall implementation reasoning and compose a raw answer. Use when the user asks to "answer reviewer questions", "draft answers to PR questions", or "explain reviewer questions".

377 Updated today
tobihagemann
Code & Development Solid

code-style

Enforce mirror, reuse, and symmetry principles to keep new code consistent with surrounding code. Use when writing new code in an existing codebase, adding new features, refactoring, or making any code changes.

377 Updated today
tobihagemann
Code & Development Solid

codex-review

Run AI-powered code review using the codex CLI. Use when the user asks to "codex review", "run codex review", or "review a commit with codex".

377 Updated today
tobihagemann
Code & Development Solid

commit-rules

Shared commit message rules and technical constraints referenced by /stage-commit and /commit-staged. Not typically invoked directly.

377 Updated today
tobihagemann
Code & Development Solid

create-changelog

Create a CHANGELOG.md following keepachangelog.com conventions with version history backfilled from GitHub releases or git tags. Use when the user asks to "create a changelog", "add a changelog", "initialize changelog", "start a changelog", "set up changelog", "generate changelog", or "backfill changelog".

377 Updated today
tobihagemann
Code & Development Solid

commit-staged

Commit already-staged changes with a message matching existing commit style. Use when the user asks to "commit staged changes" or "commit what's staged".

377 Updated today
tobihagemann

Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.