Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
A skill your agent uses to run an ambiguity sweep over a written spec.md and close every under-specified point before planning or design proceeds — so two engineers can't reasonably build different…
$ npx skills add genkovich/sdd --skill clarify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install genkovich/sdd clarify --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/clarify .claude/skills/clarify && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .claude/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/genkovich/sdd/tree/main/skills/clarifyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add genkovich/sdd --skill clarify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install genkovich/sdd clarify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/clarify .agents/skills/clarify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .agents/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add genkovich/sdd --skill clarify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install genkovich/sdd clarify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/clarify .cursor/skills/clarify && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .cursor/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/genkovich/sdd.git --path skills/clarify--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add genkovich/sdd --skill clarify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install genkovich/sdd clarify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/clarify .gemini/skills/clarify && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .gemini/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install genkovich/sdd clarifyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add genkovich/sdd --skill clarify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/clarify .github/skills/clarify && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .github/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add genkovich/sdd --skill clarify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install genkovich/sdd clarify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/genkovich/sdd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/clarify .opencode/skills/clarify && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "clarify" agent skill from https://github.com/genkovich/sdd/tree/main/skills/clarify into .opencode/skills/clarify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "clarify", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
clarifyA skill your agent uses to run an ambiguity sweep over a written spec.md and close every under-specified point before planning or design proceeds — so two engineers can't reasonably build different…
Clarify is an agent skill from genkovich/sdd. Use to run an ambiguity sweep over a written spec.md and close every under-specified point before planning or design proceeds — so two engineers can't reasonably build different things from the same spec. Triggers on "clarify {slug}", "find ambiguities in {slug}", "is the spec ready", "sharpen the spec", "/sdd:clarify {slug}", "прояснити специфікацію", "знайди неоднозначності {slug}", "чи готова специфікація". Re-reads the spec, dispatches a clean-context devil's-advocate subagent to list where the spec forks…
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/ambiguity-checks.md`).
It sits in Agent Workflows, covering Subagents. The repository describes itself as: Spec-Driven Development for Claude Code: 12 atomic Socratic skills + a TDD implement engine (agent-team & dynamic-workflow modes). The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 4403913. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Clarify loads about 3k tokens when it runs, and up to ~5.3k if it reads all its reference files. Until then it costs about 201 tokens; SKILL.md has 1,319 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from genkovich/sdd at commit 4403913, republished under its MIT licence (© genkovich). 1,319 words, ~2,955 tokens.
.claude/skills/clarify/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Ambiguity sweep over a written spec.md. It hunts the spec for under-specified points — vague terms, unmeasured NFRs, AC missing error/authz/edge behavior, unstated assumptions, conflicting requirements, undefined domain terms, missing actors, scope creep — then dispatches a clean-context devil's-advocate subagent that re-reads the spec fresh and answers one question: where would two engineers reasonably build different things from this? Each ambiguity it surfaces is closed with the user: either resolved (the spec is tightened in place) or deferred (a §8 Open-Questions row with owner + due). It exists so glossary / design never proceed on an ambiguous spec.
This is a sweep, not a full authoring stage — it does not run the shared Socratic loop or the coherence critic. Its shared dependencies:
→ ../_shared/critic.md (clean-context dispatch discipline only — the subagent here hunts AMBIGUITY, not coherence drift) · ../_shared/ask-style.md (resolve/defer question phrasing).
Depth governs how aggressively the sweep hunts + the per-finding question volume → ../_shared/interview-depth.md. (Every surfaced ambiguity is still Resolved or Deferred at every level — that's a floor, not a dial.)
Spec tightenings follow artifact_language — but the existing spec's language wins over the setting (never retro-translate mid-sweep); headings and machine tokens stay English → ../_shared/artifact-language.md.
PM + Tech Lead (the spec's co-authors resolve their own ambiguities). PM owns vague-term / scope / missing-actor calls; Tech Lead owns unmeasured-NFR / under-specified-AC / conflicting-requirement calls.
<slug> — same feature slug used by specify.docs/features/<slug>/spec.md. Absent → STOP and point: «run specify <slug> first — clarify sharpens an existing spec, it does not write one».CONTEXT.md — two-level: read both repo-root (project-wide) and docs/features/<slug>/CONTEXT.md (feature-scoped; wins on conflict) → ../glossary/SKILL.md; if present, ## Glossary is canonical; an "undefined-term" finding for a word already glossed at either level is a false positive (drop it).specify produced zero §8 open questions and flagged no ambiguous AC, the skip of this stage is offered by specify's handoff (→ the fast lane in ../_shared/size-matrix.md) — the user takes it there; clarify itself never auto-skips.test -f docs/features/<slug>/spec.md → missing = refuse with the pointer above. Read the spec (and ## Glossary from both root CONTEXT.md and docs/features/<slug>/CONTEXT.md if present — per-feature wins — to suppress false "undefined-term" hits). Then set the interview depth (the opening question): read interview_depth from .claude/sdd.local.md if present (else default medium), and — unless a --depth=easy|medium|hard arg was passed — ask ONE depth-selection AskUserQuestion phrased per ../_shared/ask-style.md, with the saved/medium value as the «(Recommended)» first option. The level tunes how adversarially the sweep + subagent hunt (easy: only build-divergence that changes behavior, with assumptions stated; medium: balanced; hard: adversarial, every fork surfaced) and the per-finding question volume → ../_shared/interview-depth.md../references/ambiguity-checks.md (vague-term / unmeasured-NFR / under-specified-AC / unstated-assumption / conflicting-requirement / undefined-term / missing-actor / scope-creep). Note candidate findings with a §ref each — do not edit yet.devils-advocate agent — subagent_type: "sdd:devils-advocate" (model per judgment_model, roster default opus; effort high; clean context — it never saw this conversation). Pass only the slug + the spec path; it Reads spec.md (and CONTEXT.md) itself — inline nothing — and returns "two engineers would diverge here" findings. The dispatch follows the contract in ../_shared/agent-roster.md (clean-isolated context, cited findings, NO_AMBIGUITIES if none). If devils-advocate is unavailable at runtime, fall back to a general-purpose Agent with the prompt body in ./references/ambiguity-checks.md.§ref + same class). Keep the highest-impact first (conflicting-requirement > under-specified-AC > unmeasured-NFR > undefined-term > missing-actor > scope-creep > vague-term > unstated-assumption). If the merged set is empty → report «spec is unambiguous», stamp nothing, suggest glossary/design.AskUserQuestion phrased per ../_shared/ask-style.md, offering: Resolve now (user picks/dictates the tightening) · Defer to §8 (→ Open-Questions row, owner + due captured in a follow-up; missing either = stays unresolved, re-ask once) · Not an ambiguity (false positive — drop it, e.g. a term already in CONTEXT). Every finding ends Resolved or Deferred — none dangling. Depth tunes the question volume, not the floor: at easy, the skill resolves the unambiguous, low-stakes findings itself with sensible tightenings and lists them in a stated-assumptions ledger for a batch veto, asking only the behavioral/high-stakes forks; at hard, it asks every finding. The «zero dangling» rule holds at every level.- [ ] <question>? Default now: <X>. — owner: <name/role>, due: <date or stage>. Keep a short edits-log (one line per finding: class · §ref · resolved|deferred · before→after).undefined-term finding is Resolved, immediately invoke glossary <slug> for that term — compare it against CONTEXT.md and add/update the definition now, not as a deferred note. clarify never resolves a term by inventing a meaning inline; the canonical definition lands in CONTEXT.md so design/downstream read one source.updated_at: <today> in the frontmatter. Re-respect specify's invariants when tightening (§5 AC stays free of HTTP/status/error-code/SQL tokens; §6 numbers carry a measurement; §4 roles only from the glossary). Propose clarify: <slug> — N resolved, M deferred. Then emit the stage-handoff block per ../_shared/handoff.md — What I did (incl. the terms already reconciled into CONTEXT.md by step 6's in-flow glossary calls — the user learns here that the glossary changed, not later) + Review (tightened spec.md, + CONTEXT.md when terms were added) + Run next — resolve the next stage per .route (Routes in ../_shared/size-matrix.md): forward /sdd:glossary <slug> ↳ or the next backbone stage to skip the glossary hop — that stage is /sdd:ux-flows <slug>, unless ux-flows' N/A condition holds (no human-facing UI — every §4 actor a system/service, or the repo has no UI at all, per the size-matrix fast lane), in which case it's /sdd:design <slug> (on quick — terms were already reconciled in-flow, so auto-resolve straight to that backbone stage unless unglossed terms remain; on full — keep both options, no auto-resolve).specify's contracts: §5 AC carry no HTTP/status/error-code/SQL tokens, §6 NFR rows carry a numeric target + measurement (no adjectives), §4 roles match the CONTEXT glossary.updated_at reflects today; edits-log kept; commit proposed.../_shared/self-check.md); its result is reported in the handoff.AskUserQuestion). clarify proposes; the author decides — the same user-in-the-loop contract as every SDD stage.specify/design; clarify's subagent hunts ambiguity (build-divergence), a different target.api / data-model.specify, not in under cover of a "clarification"../references/ambiguity-checks.md — the eight ambiguity classes (how to spot / how to resolve each) + the clean-context devil's-advocate subagent prompt body.../_shared/ask-style.md — phrasing for the resolve/defer/false-positive question.../_shared/critic.md — clean-context dispatch discipline reused by step 3 (Reads upstream itself, cited findings, NO_* sentinel on empty).../_shared/interview-depth.md — the easy/medium/hard dial set in step 1 (sweep aggressiveness + per-finding question volume).© genkovich, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/clarify of genkovich/sdd.
Open the folder on GitHubat commit 4403913
Clarify next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Clarify this skillgenkovich/sdd | 171 | — | ~3k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 38 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 41 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
genkovich/sdd
A skill your agent uses to fix a reported bug spec-first: reproduce it, trace the symptom to the owning feature's acceptance criteria, pin it with a failing (RED) test, apply the minimal GREEN fix…
genkovich/sdd
A skill your agent uses to implement a feature from its tasks.json with test-driven development — writes a failing test first, makes it pass, refactors, gates, and commits per task.
genkovich/sdd
Use BEFORE roadmap or specify to get the idea OUT OF YOUR HEAD and onto disk — a Socratic interview that surfaces hidden assumptions, names tradeoffs, exposes imprecisions and proposes fresh angles…
genkovich/sdd
A skill your agent uses to classify a feature into XS/S/M/L/XL and write docs/features/{slug}/.size plus the pipeline route docs/features/{slug}/.route (quick|standard|full) so later skills know how…
genkovich/sdd
A skill your agent uses to record a post-hoc or asynchronous architecture decision as a MADR ADR when it was NOT captured during the synchronous design pass — a choice made in code, in a chat, on a…
genkovich/sdd
A skill your agent uses to break a designed feature into atomic, ≤1-day tasks with a dependency graph, a per-task Definition of Done, and a machine-readable tasks.json that the implement engine…
Categories
A skill your agent uses to run an ambiguity sweep over a written spec.md and close every under-specified point before planning or design proceeds — so two engineers can't reasonably build different…. Clarify is an agent skill from genkovich/sdd.md and close every under-specified point before planning or design proceeds — so two engineers can't reasonably build different things from the same spec.
Clarify fits situations like: run an ambiguity sweep over a written spec.md and close every under-specified point before planning; design proceeds — so two engineers cant reasonably build different things from the same spec; find ambiguities in {slug}; is the spec ready.
Run `npx skills add genkovich/sdd --skill clarify -a claude-code`. Or copy the skill folder (skills/clarify in genkovich/sdd) into .claude/skills/clarify in your project. Claude Code loads it when a task matches its description.
Run `npx skills add genkovich/sdd --skill clarify -a codex`. Or copy the skill folder (skills/clarify in genkovich/sdd) into .agents/skills/clarify in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add genkovich/sdd --skill clarify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/clarify, .gemini/skills/clarify, .github/skills/clarify and .opencode/skills/clarify in your project.
SKILL.md names no scripts, command-line tools or credentials: Clarify is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Clarify is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Clarify: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
genkovich (a GitHub user) maintains it in genkovich/sdd, which has 171 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 5, 2026.
Source: genkovich/sdd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.