Creator · addyosmani
Last updated · Sep 4, 2026
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabiliti
Creator · addyosmani
Last updated · Sep 4, 2026
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabiliti
Creator · addyosmani
Last updated · Sep 4, 2026
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabiliti
Creator · addyosmani
Last updated · Sep 4, 2026
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabiliti
Sandbox only
Install targets
Codex install prompt
Install the "spec-driven-development" agent skill from https://github.com/addyosmani/agent-skills/tree/main/skills/spec-driven-development. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"addyosmani-spec-driven-development","task":"Install spec-driven-development","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add addyosmani/agent-skills --skill spec-driven-development
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
92K
95/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No security issues found. The skill is a planning/specification workflow with human review gates and does not instruct unsafe command execution, secret access, or hidden actions.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
92K GitHub stars
Repo activity
92K stars, 9.8K forks
Maintenance
2d since push
License
MIT
Install
npx skills add addyosmani/agent-skills --skill spec-driven-development
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add addyosmani/agent-skills --skill spec-driven-developmentDo not use when
Alternative
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Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/addyosmani-spec-driven-development/install
Agent should check
Copy prompt
Task: Use spec-driven-development in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install
Install command: npx skills add addyosmani/agent-skills --skill spec-driven-development
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/addyosmani-spec-driven-development/install
LLM text format
/api/skills/addyosmani-spec-driven-development/install?format=text
Find alternatives
/api/skills/search?q=spec-driven-development&limit=3
Agent prompt
Use spec-driven-development for this task. Review https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install, then install with: npx skills add addyosmani/agent-skills --skill spec-driven-developmentRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/addyosmani-spec-driven-development
LLM text
/api/registry/manifest/addyosmani-spec-driven-development?format=text
Install alias
/api/registry/install/addyosmani-spec-driven-development
Recommend
/api/registry/recommend?task=Use%20spec-driven-development%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS92K GitHub stars
Stars/forks activity
PASS92K stars, 9.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
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--- name: spec-driven-development description: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. ---
# Spec-Driven Development
## Overview
Write a structured specification before writing any code. The spec is the shared source of truth between you and the human engineer — it defines what we're building, why, and how we'll know it's done. Code without a spec is guessing.
## When to Use
- Starting a new project or feature - Requirements are ambiguous or incomplete - The change touches multiple files or modules - You're about to make an architectural decision - The task would take more than 30 minutes to implement
**When NOT to use:** Single-line fixes, typo corrections, or changes where requirements are unambiguous and self-contained.
## The Gated Workflow
Spec-driven development has four phases, preceded by a scope check (Phase 0) that activates only when one request bundles several independently testable capabilities. Do not advance to the next phase until the current one is validated.
``` SPECIFY ──→ PLAN ──→ TASKS ──→ IMPLEMENT │ │ │ │ ▼ ▼ ▼ ▼ Human Human Human Human reviews reviews reviews reviews ```
### Phase 0: Scope Check
Most requests describe one capability. If this one does, skip this phase and go straight to Specify — Phase 0 exists for the exception, not the rule, and it puts no hierarchy on single-capability features.
**Detection.** Decompose before specifying when a single requirement bundles several independently testable capabilities:
- The requirement names distinct capabilities with their own consumers or data (e.g. identity, billing, notifications, reporting) - Acceptance criteria cluster into groups that could ship and be verified separately - One capability could be cut or replaced without rewriting the others' requirements
**Propose a capability map before writing any spec.** Small and reviewable — a module table plus a build order, not a project plan:
```markdown # Capability Map: [Initiative Name]
| Module id | Responsibility | Depends on | |---|---|---| | identity | Accounts, sessions, SSO | — | | billing | Plans, invoices, payments | identity | | notifications | Email and webhook fan-out | identity | | reporting | Usage dashboards | billing, notifications |
Build order: identity → billing, notifications → reporting ```
- **Stable module ids.** Kebab-case, chosen once, never renamed mid-initiative. Specs, plans, and downstream commands select work by these ids instead of guessing which spec is active. - **Dependency direction, no cycles.** Arrows point one way. If two modules each need the other, they are one module. - **Interfaces live at the boundary.** The map records that `billing` depends on `identity`; the contract between them belongs in the provider module's spec (see `api-and-interface-design` for designing it).
**The map is gated like every phase.** The human reviews module boundaries, dependency direction, and build order before any module spec is written. Getting the map wrong is expensive; reviewing ten lines is not.
**Then recurse per module.** Run Specify → Plan → Tasks → Implement for each module in dependency order. Each module gets its own spec, scoped to that module's objective, boundaries, and success criteria. Save the approved map at the project root and each module's spec alongside it, named by module id (`SPEC-identity.md`, `SPEC-billing.md`) — the map, not filename guessing, is the index of what exists.
### Phase 1: Specify
Start with a high-level vision. Ask the human clarifying questions until requirements are concrete.
**Surface assumptions immediately.** Before writing any spec content, list what you're assuming:
``` ASSUMPTIONS I'M MAKING: 1. This is a web application (not native mobile) 2. Authentication uses session-based cookies (not JWT) 3. The database is PostgreSQL (based on existing Prisma schema) 4. We're targeting modern browsers only (no IE11) → Correct me now or I'll proceed with these. ```
Don't silently fill in ambiguous requirements. The spec's entire purpose is to surface misunderstandings *before* code gets written — assumptions are the most dangerous form of misunderstanding.
**Write a spec document covering these six core areas:**
1. **Objective** — What are we building and why? Who is the user? What does success look like?
2. **Commands** — Full executable commands with flags, not just tool names. ``` Build: npm run build Test: npm test -- --coverage Lint: npm run lint --fix Dev: npm run dev ```
3. **Project Structure** — Where source code lives, where tests go, where docs belong. ``` src/ → Application source code src/components → React components src/lib → Shared utilities tests/ → Unit and integration tests e2e/ → End-to-end tests docs/ → Documentation ```
4. **Code Style** — One real code snippet showing your style beats three paragraphs describing it. Include naming conventions, formatting rules, and examples of good output.
5. **Testing Strategy** — What framework, where tests live, coverage expectations, which test levels for which concerns.
6. **Boundaries** — Three-tier system: - **Always do:** Run tests before commits, follow naming conventions, validate inputs - **Ask first:** Database schema changes, adding dependencies, changing CI config - **Never do:** Commit secrets, edit vendor directories, remove failing tests without approval
**Spec template:**
```markdown # Spec: [Project/Feature Name]
## Objective [What we're building and why. User stories or acceptance criteria.]
## Tech Stack [Framework, language, key dependencies with versions]
## Commands [Build, test, lint, dev — full commands]
## Project Structure [Directory layout with descriptions]
## Code Style [Example snippet + key conventions]
## Testing Strategy [Framework, test locations, coverage requirements, test levels]
## Boundaries - Always: [...] - Ask first: [...] - Never: [...]
## Success Criteria [How we'll know this is done — specific, testable conditions]
## Open Questions [Anything unresolved that needs human input] ```
**Reframe instructions as success criteria.** When receiving vague requirements, translate them into concrete conditions:
``` REQUIREMENT: "Make the dashboard faster"
REFRAMED SUCCESS CRITERIA: - Dashboard LCP < 2.5s on 4G connection - Initial data load completes in < 500ms - No layout shift during load (CLS < 0.1) → Are these the right targets? ```
This lets you loop, retry, and problem-solve toward a clear goal rather than guessing what "faster" means.
### Phase 2: Plan
With the validated spec, generate a technical implementation plan:
1. Identify the major components and their dependencies 2. Determine the implementation order (what must be built first) 3. Note risks and mitigation strategies 4. Identify what can be built in parallel vs. what must be sequential 5. Define verification checkpoints between phases
> Follow `planning-and-task-breakdown` for the dependency-graph mapping and vertical-slicing mechanics behind these steps; it is the canonical source. The bullets above are a lightweight summary; if they ever diverge, `planning-and-task-breakdown` takes precedence. > > **Output convention:** Save the plan to `tasks/plan.md` and record the task list in the task list target defined by `planning-and-task-breakdown` (default `tasks/todo.md`; projects may designate an external tracker instead). Create `tasks/` if it does not exist. Downstream commands (`/build`, etc.) expect these defaults.
The plan should be reviewable: the human should be able to read it and say "yes, that's the right approach" or "no, change X."
### Phase 3: Tasks
Break the plan into discrete, implementable tasks:
- Each task should be completable in a single focused session - Each task has explicit acceptance criteria - Each task includes a verification step (test, build, manual check) - Tasks are ordered by dependency, not by perceived importance - No task should require changing more than ~5 files
> Follow `planning-and-task-breakdown` for the full task-sizing and dependency-ordering mechanics; it is the canonical source. The template below is a lightweight inline form; if they ever diverge, `planning-and-task-breakdown` takes precedence.
**Task template:** ```markdown - [ ] Task: [Description] - Acceptance: [What must be true when done] - Verify: [How to confirm — test command, build, manual check] - Files: [Which files will be touched] ```
### Phase 4: Implement
Execute tasks one at a time following `skills/incremental-implementation/SKILL.md` (`incremental-implementation`) and `skills/test-driven-development/SKILL.md` (`test-driven-development`). Use `skills/context-engineering/SKILL.md` (`context-engineering`) to load the right spec sections and source files at each step rather than flooding the agent with the entire spec.
## Keeping the Spec Alive
The spec is a living document, not a one-time artifact:
- **Update when decisions change** — If you discover the data model needs to change, update the spec first, then implement. - **Update when scope changes** — Features added or cut should be reflected in the spec. - **Commit the spec** — The spec belongs in version control alongside the code. - **Reference the spec in PRs** — Link back to the spec section that each PR implements.
## Common Rationalizations
| Rationalization | Reality | |---|---| | "This is simple, I don't need a spec" | Simple tasks don't need *long* specs, but they still need acceptance criteria. A two-line spec is fine. | | "I'll write the spec after I code it" | That's documentation, not specification. The spec's value is in forcing clarity *before* code. | | "The spec will slow us down" | A 15-minute spec prevents hours of rework. Waterfall in 15 minutes beats debugging in 15 hours. | | "Requirements will change anyway" | That's why the spec is a living document. An outdated spec is still better than no spec. | | "The user knows what they want" | Even clear requests have implicit assumptions. The spec surfaces those assumptions. | | "It's one big feature; splitting it is overhead" | If acceptance criteria cluster into independently testable groups, a monolithic spec forces every downstream task to reason over the whole contract. A ten-line capability map is the cheap alternative. | | "I'll decompose during planning" | Planning slices tasks within a spec. By then the oversized artifact already exists — module boundaries and dependency direction must be decided before the spec is written, not after. |
## Red Flags
- Starting to write code without any written requirements - Asking "should I just start building?" before clarifying what "done" means - Implementing features not mentioned in any spec or task list - Making architectural decisions without documenting them - Skipping the spec because "it's obvious what to build" - One spec whose requirements span several independently testable capabilities - Module boundaries or build order decided implicitly during implementation because no capability map was approved up front
## Verification
Before proceeding to implementation, confirm:
- [ ] The spec covers all six core areas - [ ] The human has reviewed and approved the spec - [ ] Success criteria are specific and testable - [ ] Boundaries (Always/Ask First/Never) are defined - [ ] The spec is saved to a file in the repository - [ ] If the request bundles several independently testable capabilities, a capability map (module ids, dependency direction, build order) was approved before any module spec was written - [
Source provenance
Decision snapshot
92,201 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for spec-driven-development, ready for a manual X post.
spec-driven-development: Creates specs before coding. Use when starting a new project, feature, or significant change... 92.2K stars https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x
Listing + install path for spec-driven-development: https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x Install: npx skills add addyosmani/agent-skills --skill spec-driven-development
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
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Install targets
Codex install prompt
Install the "spec-driven-development" agent skill from https://github.com/addyosmani/agent-skills/tree/main/skills/spec-driven-development. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"addyosmani-spec-driven-development","task":"Install spec-driven-development","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add addyosmani/agent-skills --skill spec-driven-development
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
92K
95/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No security issues found. The skill is a planning/specification workflow with human review gates and does not instruct unsafe command execution, secret access, or hidden actions.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
92K GitHub stars
Repo activity
92K stars, 9.8K forks
Maintenance
2d since push
License
MIT
Install
npx skills add addyosmani/agent-skills --skill spec-driven-development
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add addyosmani/agent-skills --skill spec-driven-developmentDo not use when
Alternative
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Alternative
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npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
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npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/addyosmani-spec-driven-development/install
Agent should check
Copy prompt
Task: Use spec-driven-development in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install
Install command: npx skills add addyosmani/agent-skills --skill spec-driven-development
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/addyosmani-spec-driven-development/install
LLM text format
/api/skills/addyosmani-spec-driven-development/install?format=text
Find alternatives
/api/skills/search?q=spec-driven-development&limit=3
Agent prompt
Use spec-driven-development for this task. Review https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install, then install with: npx skills add addyosmani/agent-skills --skill spec-driven-developmentRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/addyosmani-spec-driven-development
LLM text
/api/registry/manifest/addyosmani-spec-driven-development?format=text
Install alias
/api/registry/install/addyosmani-spec-driven-development
Recommend
/api/registry/recommend?task=Use%20spec-driven-development%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
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Claude Code, Browser agents
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Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS92K GitHub stars
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PASS92K stars, 9.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
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Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: spec-driven-development description: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. ---
# Spec-Driven Development
## Overview
Write a structured specification before writing any code. The spec is the shared source of truth between you and the human engineer — it defines what we're building, why, and how we'll know it's done. Code without a spec is guessing.
## When to Use
- Starting a new project or feature - Requirements are ambiguous or incomplete - The change touches multiple files or modules - You're about to make an architectural decision - The task would take more than 30 minutes to implement
**When NOT to use:** Single-line fixes, typo corrections, or changes where requirements are unambiguous and self-contained.
## The Gated Workflow
Spec-driven development has four phases, preceded by a scope check (Phase 0) that activates only when one request bundles several independently testable capabilities. Do not advance to the next phase until the current one is validated.
``` SPECIFY ──→ PLAN ──→ TASKS ──→ IMPLEMENT │ │ │ │ ▼ ▼ ▼ ▼ Human Human Human Human reviews reviews reviews reviews ```
### Phase 0: Scope Check
Most requests describe one capability. If this one does, skip this phase and go straight to Specify — Phase 0 exists for the exception, not the rule, and it puts no hierarchy on single-capability features.
**Detection.** Decompose before specifying when a single requirement bundles several independently testable capabilities:
- The requirement names distinct capabilities with their own consumers or data (e.g. identity, billing, notifications, reporting) - Acceptance criteria cluster into groups that could ship and be verified separately - One capability could be cut or replaced without rewriting the others' requirements
**Propose a capability map before writing any spec.** Small and reviewable — a module table plus a build order, not a project plan:
```markdown # Capability Map: [Initiative Name]
| Module id | Responsibility | Depends on | |---|---|---| | identity | Accounts, sessions, SSO | — | | billing | Plans, invoices, payments | identity | | notifications | Email and webhook fan-out | identity | | reporting | Usage dashboards | billing, notifications |
Build order: identity → billing, notifications → reporting ```
- **Stable module ids.** Kebab-case, chosen once, never renamed mid-initiative. Specs, plans, and downstream commands select work by these ids instead of guessing which spec is active. - **Dependency direction, no cycles.** Arrows point one way. If two modules each need the other, they are one module. - **Interfaces live at the boundary.** The map records that `billing` depends on `identity`; the contract between them belongs in the provider module's spec (see `api-and-interface-design` for designing it).
**The map is gated like every phase.** The human reviews module boundaries, dependency direction, and build order before any module spec is written. Getting the map wrong is expensive; reviewing ten lines is not.
**Then recurse per module.** Run Specify → Plan → Tasks → Implement for each module in dependency order. Each module gets its own spec, scoped to that module's objective, boundaries, and success criteria. Save the approved map at the project root and each module's spec alongside it, named by module id (`SPEC-identity.md`, `SPEC-billing.md`) — the map, not filename guessing, is the index of what exists.
### Phase 1: Specify
Start with a high-level vision. Ask the human clarifying questions until requirements are concrete.
**Surface assumptions immediately.** Before writing any spec content, list what you're assuming:
``` ASSUMPTIONS I'M MAKING: 1. This is a web application (not native mobile) 2. Authentication uses session-based cookies (not JWT) 3. The database is PostgreSQL (based on existing Prisma schema) 4. We're targeting modern browsers only (no IE11) → Correct me now or I'll proceed with these. ```
Don't silently fill in ambiguous requirements. The spec's entire purpose is to surface misunderstandings *before* code gets written — assumptions are the most dangerous form of misunderstanding.
**Write a spec document covering these six core areas:**
1. **Objective** — What are we building and why? Who is the user? What does success look like?
2. **Commands** — Full executable commands with flags, not just tool names. ``` Build: npm run build Test: npm test -- --coverage Lint: npm run lint --fix Dev: npm run dev ```
3. **Project Structure** — Where source code lives, where tests go, where docs belong. ``` src/ → Application source code src/components → React components src/lib → Shared utilities tests/ → Unit and integration tests e2e/ → End-to-end tests docs/ → Documentation ```
4. **Code Style** — One real code snippet showing your style beats three paragraphs describing it. Include naming conventions, formatting rules, and examples of good output.
5. **Testing Strategy** — What framework, where tests live, coverage expectations, which test levels for which concerns.
6. **Boundaries** — Three-tier system: - **Always do:** Run tests before commits, follow naming conventions, validate inputs - **Ask first:** Database schema changes, adding dependencies, changing CI config - **Never do:** Commit secrets, edit vendor directories, remove failing tests without approval
**Spec template:**
```markdown # Spec: [Project/Feature Name]
## Objective [What we're building and why. User stories or acceptance criteria.]
## Tech Stack [Framework, language, key dependencies with versions]
## Commands [Build, test, lint, dev — full commands]
## Project Structure [Directory layout with descriptions]
## Code Style [Example snippet + key conventions]
## Testing Strategy [Framework, test locations, coverage requirements, test levels]
## Boundaries - Always: [...] - Ask first: [...] - Never: [...]
## Success Criteria [How we'll know this is done — specific, testable conditions]
## Open Questions [Anything unresolved that needs human input] ```
**Reframe instructions as success criteria.** When receiving vague requirements, translate them into concrete conditions:
``` REQUIREMENT: "Make the dashboard faster"
REFRAMED SUCCESS CRITERIA: - Dashboard LCP < 2.5s on 4G connection - Initial data load completes in < 500ms - No layout shift during load (CLS < 0.1) → Are these the right targets? ```
This lets you loop, retry, and problem-solve toward a clear goal rather than guessing what "faster" means.
### Phase 2: Plan
With the validated spec, generate a technical implementation plan:
1. Identify the major components and their dependencies 2. Determine the implementation order (what must be built first) 3. Note risks and mitigation strategies 4. Identify what can be built in parallel vs. what must be sequential 5. Define verification checkpoints between phases
> Follow `planning-and-task-breakdown` for the dependency-graph mapping and vertical-slicing mechanics behind these steps; it is the canonical source. The bullets above are a lightweight summary; if they ever diverge, `planning-and-task-breakdown` takes precedence. > > **Output convention:** Save the plan to `tasks/plan.md` and record the task list in the task list target defined by `planning-and-task-breakdown` (default `tasks/todo.md`; projects may designate an external tracker instead). Create `tasks/` if it does not exist. Downstream commands (`/build`, etc.) expect these defaults.
The plan should be reviewable: the human should be able to read it and say "yes, that's the right approach" or "no, change X."
### Phase 3: Tasks
Break the plan into discrete, implementable tasks:
- Each task should be completable in a single focused session - Each task has explicit acceptance criteria - Each task includes a verification step (test, build, manual check) - Tasks are ordered by dependency, not by perceived importance - No task should require changing more than ~5 files
> Follow `planning-and-task-breakdown` for the full task-sizing and dependency-ordering mechanics; it is the canonical source. The template below is a lightweight inline form; if they ever diverge, `planning-and-task-breakdown` takes precedence.
**Task template:** ```markdown - [ ] Task: [Description] - Acceptance: [What must be true when done] - Verify: [How to confirm — test command, build, manual check] - Files: [Which files will be touched] ```
### Phase 4: Implement
Execute tasks one at a time following `skills/incremental-implementation/SKILL.md` (`incremental-implementation`) and `skills/test-driven-development/SKILL.md` (`test-driven-development`). Use `skills/context-engineering/SKILL.md` (`context-engineering`) to load the right spec sections and source files at each step rather than flooding the agent with the entire spec.
## Keeping the Spec Alive
The spec is a living document, not a one-time artifact:
- **Update when decisions change** — If you discover the data model needs to change, update the spec first, then implement. - **Update when scope changes** — Features added or cut should be reflected in the spec. - **Commit the spec** — The spec belongs in version control alongside the code. - **Reference the spec in PRs** — Link back to the spec section that each PR implements.
## Common Rationalizations
| Rationalization | Reality | |---|---| | "This is simple, I don't need a spec" | Simple tasks don't need *long* specs, but they still need acceptance criteria. A two-line spec is fine. | | "I'll write the spec after I code it" | That's documentation, not specification. The spec's value is in forcing clarity *before* code. | | "The spec will slow us down" | A 15-minute spec prevents hours of rework. Waterfall in 15 minutes beats debugging in 15 hours. | | "Requirements will change anyway" | That's why the spec is a living document. An outdated spec is still better than no spec. | | "The user knows what they want" | Even clear requests have implicit assumptions. The spec surfaces those assumptions. | | "It's one big feature; splitting it is overhead" | If acceptance criteria cluster into independently testable groups, a monolithic spec forces every downstream task to reason over the whole contract. A ten-line capability map is the cheap alternative. | | "I'll decompose during planning" | Planning slices tasks within a spec. By then the oversized artifact already exists — module boundaries and dependency direction must be decided before the spec is written, not after. |
## Red Flags
- Starting to write code without any written requirements - Asking "should I just start building?" before clarifying what "done" means - Implementing features not mentioned in any spec or task list - Making architectural decisions without documenting them - Skipping the spec because "it's obvious what to build" - One spec whose requirements span several independently testable capabilities - Module boundaries or build order decided implicitly during implementation because no capability map was approved up front
## Verification
Before proceeding to implementation, confirm:
- [ ] The spec covers all six core areas - [ ] The human has reviewed and approved the spec - [ ] Success criteria are specific and testable - [ ] Boundaries (Always/Ask First/Never) are defined - [ ] The spec is saved to a file in the repository - [ ] If the request bundles several independently testable capabilities, a capability map (module ids, dependency direction, build order) was approved before any module spec was written - [
Source provenance
Decision snapshot
92,201 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for spec-driven-development, ready for a manual X post.
spec-driven-development: Creates specs before coding. Use when starting a new project, feature, or significant change... 92.2K stars https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x
Listing + install path for spec-driven-development: https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x Install: npx skills add addyosmani/agent-skills --skill spec-driven-development
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mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
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Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "spec-driven-development" agent skill from https://github.com/addyosmani/agent-skills/tree/main/skills/spec-driven-development. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"addyosmani-spec-driven-development","task":"Install spec-driven-development","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add addyosmani/agent-skills --skill spec-driven-development
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
92K
95/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No security issues found. The skill is a planning/specification workflow with human review gates and does not instruct unsafe command execution, secret access, or hidden actions.
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These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
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Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
92K GitHub stars
Repo activity
92K stars, 9.8K forks
Maintenance
2d since push
License
MIT
Install
npx skills add addyosmani/agent-skills --skill spec-driven-development
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Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
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npx skills add addyosmani/agent-skills --skill spec-driven-developmentDo not use when
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npx skills add yanliudesign/mono-color-skill --skill mono-color
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npx skills add mvanhorn/last30days-skill -g
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npx skills add Imbad0202/academic-research-skills
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npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
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/api/skills/addyosmani-spec-driven-development/install
Agent should check
Copy prompt
Task: Use spec-driven-development in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install
Install command: npx skills add addyosmani/agent-skills --skill spec-driven-development
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/api/skills/addyosmani-spec-driven-development/install?format=text
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/api/skills/search?q=spec-driven-development&limit=3
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Use spec-driven-development for this task. Review https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install, then install with: npx skills add addyosmani/agent-skills --skill spec-driven-developmentRegistry metadata
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/api/registry/install/addyosmani-spec-driven-development
Recommend
/api/registry/recommend?task=Use%20spec-driven-development%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS92K GitHub stars
Stars/forks activity
PASS92K stars, 9.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: spec-driven-development description: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. ---
# Spec-Driven Development
## Overview
Write a structured specification before writing any code. The spec is the shared source of truth between you and the human engineer — it defines what we're building, why, and how we'll know it's done. Code without a spec is guessing.
## When to Use
- Starting a new project or feature - Requirements are ambiguous or incomplete - The change touches multiple files or modules - You're about to make an architectural decision - The task would take more than 30 minutes to implement
**When NOT to use:** Single-line fixes, typo corrections, or changes where requirements are unambiguous and self-contained.
## The Gated Workflow
Spec-driven development has four phases, preceded by a scope check (Phase 0) that activates only when one request bundles several independently testable capabilities. Do not advance to the next phase until the current one is validated.
``` SPECIFY ──→ PLAN ──→ TASKS ──→ IMPLEMENT │ │ │ │ ▼ ▼ ▼ ▼ Human Human Human Human reviews reviews reviews reviews ```
### Phase 0: Scope Check
Most requests describe one capability. If this one does, skip this phase and go straight to Specify — Phase 0 exists for the exception, not the rule, and it puts no hierarchy on single-capability features.
**Detection.** Decompose before specifying when a single requirement bundles several independently testable capabilities:
- The requirement names distinct capabilities with their own consumers or data (e.g. identity, billing, notifications, reporting) - Acceptance criteria cluster into groups that could ship and be verified separately - One capability could be cut or replaced without rewriting the others' requirements
**Propose a capability map before writing any spec.** Small and reviewable — a module table plus a build order, not a project plan:
```markdown # Capability Map: [Initiative Name]
| Module id | Responsibility | Depends on | |---|---|---| | identity | Accounts, sessions, SSO | — | | billing | Plans, invoices, payments | identity | | notifications | Email and webhook fan-out | identity | | reporting | Usage dashboards | billing, notifications |
Build order: identity → billing, notifications → reporting ```
- **Stable module ids.** Kebab-case, chosen once, never renamed mid-initiative. Specs, plans, and downstream commands select work by these ids instead of guessing which spec is active. - **Dependency direction, no cycles.** Arrows point one way. If two modules each need the other, they are one module. - **Interfaces live at the boundary.** The map records that `billing` depends on `identity`; the contract between them belongs in the provider module's spec (see `api-and-interface-design` for designing it).
**The map is gated like every phase.** The human reviews module boundaries, dependency direction, and build order before any module spec is written. Getting the map wrong is expensive; reviewing ten lines is not.
**Then recurse per module.** Run Specify → Plan → Tasks → Implement for each module in dependency order. Each module gets its own spec, scoped to that module's objective, boundaries, and success criteria. Save the approved map at the project root and each module's spec alongside it, named by module id (`SPEC-identity.md`, `SPEC-billing.md`) — the map, not filename guessing, is the index of what exists.
### Phase 1: Specify
Start with a high-level vision. Ask the human clarifying questions until requirements are concrete.
**Surface assumptions immediately.** Before writing any spec content, list what you're assuming:
``` ASSUMPTIONS I'M MAKING: 1. This is a web application (not native mobile) 2. Authentication uses session-based cookies (not JWT) 3. The database is PostgreSQL (based on existing Prisma schema) 4. We're targeting modern browsers only (no IE11) → Correct me now or I'll proceed with these. ```
Don't silently fill in ambiguous requirements. The spec's entire purpose is to surface misunderstandings *before* code gets written — assumptions are the most dangerous form of misunderstanding.
**Write a spec document covering these six core areas:**
1. **Objective** — What are we building and why? Who is the user? What does success look like?
2. **Commands** — Full executable commands with flags, not just tool names. ``` Build: npm run build Test: npm test -- --coverage Lint: npm run lint --fix Dev: npm run dev ```
3. **Project Structure** — Where source code lives, where tests go, where docs belong. ``` src/ → Application source code src/components → React components src/lib → Shared utilities tests/ → Unit and integration tests e2e/ → End-to-end tests docs/ → Documentation ```
4. **Code Style** — One real code snippet showing your style beats three paragraphs describing it. Include naming conventions, formatting rules, and examples of good output.
5. **Testing Strategy** — What framework, where tests live, coverage expectations, which test levels for which concerns.
6. **Boundaries** — Three-tier system: - **Always do:** Run tests before commits, follow naming conventions, validate inputs - **Ask first:** Database schema changes, adding dependencies, changing CI config - **Never do:** Commit secrets, edit vendor directories, remove failing tests without approval
**Spec template:**
```markdown # Spec: [Project/Feature Name]
## Objective [What we're building and why. User stories or acceptance criteria.]
## Tech Stack [Framework, language, key dependencies with versions]
## Commands [Build, test, lint, dev — full commands]
## Project Structure [Directory layout with descriptions]
## Code Style [Example snippet + key conventions]
## Testing Strategy [Framework, test locations, coverage requirements, test levels]
## Boundaries - Always: [...] - Ask first: [...] - Never: [...]
## Success Criteria [How we'll know this is done — specific, testable conditions]
## Open Questions [Anything unresolved that needs human input] ```
**Reframe instructions as success criteria.** When receiving vague requirements, translate them into concrete conditions:
``` REQUIREMENT: "Make the dashboard faster"
REFRAMED SUCCESS CRITERIA: - Dashboard LCP < 2.5s on 4G connection - Initial data load completes in < 500ms - No layout shift during load (CLS < 0.1) → Are these the right targets? ```
This lets you loop, retry, and problem-solve toward a clear goal rather than guessing what "faster" means.
### Phase 2: Plan
With the validated spec, generate a technical implementation plan:
1. Identify the major components and their dependencies 2. Determine the implementation order (what must be built first) 3. Note risks and mitigation strategies 4. Identify what can be built in parallel vs. what must be sequential 5. Define verification checkpoints between phases
> Follow `planning-and-task-breakdown` for the dependency-graph mapping and vertical-slicing mechanics behind these steps; it is the canonical source. The bullets above are a lightweight summary; if they ever diverge, `planning-and-task-breakdown` takes precedence. > > **Output convention:** Save the plan to `tasks/plan.md` and record the task list in the task list target defined by `planning-and-task-breakdown` (default `tasks/todo.md`; projects may designate an external tracker instead). Create `tasks/` if it does not exist. Downstream commands (`/build`, etc.) expect these defaults.
The plan should be reviewable: the human should be able to read it and say "yes, that's the right approach" or "no, change X."
### Phase 3: Tasks
Break the plan into discrete, implementable tasks:
- Each task should be completable in a single focused session - Each task has explicit acceptance criteria - Each task includes a verification step (test, build, manual check) - Tasks are ordered by dependency, not by perceived importance - No task should require changing more than ~5 files
> Follow `planning-and-task-breakdown` for the full task-sizing and dependency-ordering mechanics; it is the canonical source. The template below is a lightweight inline form; if they ever diverge, `planning-and-task-breakdown` takes precedence.
**Task template:** ```markdown - [ ] Task: [Description] - Acceptance: [What must be true when done] - Verify: [How to confirm — test command, build, manual check] - Files: [Which files will be touched] ```
### Phase 4: Implement
Execute tasks one at a time following `skills/incremental-implementation/SKILL.md` (`incremental-implementation`) and `skills/test-driven-development/SKILL.md` (`test-driven-development`). Use `skills/context-engineering/SKILL.md` (`context-engineering`) to load the right spec sections and source files at each step rather than flooding the agent with the entire spec.
## Keeping the Spec Alive
The spec is a living document, not a one-time artifact:
- **Update when decisions change** — If you discover the data model needs to change, update the spec first, then implement. - **Update when scope changes** — Features added or cut should be reflected in the spec. - **Commit the spec** — The spec belongs in version control alongside the code. - **Reference the spec in PRs** — Link back to the spec section that each PR implements.
## Common Rationalizations
| Rationalization | Reality | |---|---| | "This is simple, I don't need a spec" | Simple tasks don't need *long* specs, but they still need acceptance criteria. A two-line spec is fine. | | "I'll write the spec after I code it" | That's documentation, not specification. The spec's value is in forcing clarity *before* code. | | "The spec will slow us down" | A 15-minute spec prevents hours of rework. Waterfall in 15 minutes beats debugging in 15 hours. | | "Requirements will change anyway" | That's why the spec is a living document. An outdated spec is still better than no spec. | | "The user knows what they want" | Even clear requests have implicit assumptions. The spec surfaces those assumptions. | | "It's one big feature; splitting it is overhead" | If acceptance criteria cluster into independently testable groups, a monolithic spec forces every downstream task to reason over the whole contract. A ten-line capability map is the cheap alternative. | | "I'll decompose during planning" | Planning slices tasks within a spec. By then the oversized artifact already exists — module boundaries and dependency direction must be decided before the spec is written, not after. |
## Red Flags
- Starting to write code without any written requirements - Asking "should I just start building?" before clarifying what "done" means - Implementing features not mentioned in any spec or task list - Making architectural decisions without documenting them - Skipping the spec because "it's obvious what to build" - One spec whose requirements span several independently testable capabilities - Module boundaries or build order decided implicitly during implementation because no capability map was approved up front
## Verification
Before proceeding to implementation, confirm:
- [ ] The spec covers all six core areas - [ ] The human has reviewed and approved the spec - [ ] Success criteria are specific and testable - [ ] Boundaries (Always/Ask First/Never) are defined - [ ] The spec is saved to a file in the repository - [ ] If the request bundles several independently testable capabilities, a capability map (module ids, dependency direction, build order) was approved before any module spec was written - [
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92,201 GitHub stars
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No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for spec-driven-development, ready for a manual X post.
spec-driven-development: Creates specs before coding. Use when starting a new project, feature, or significant change... 92.2K stars https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x
Listing + install path for spec-driven-development: https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x Install: npx skills add addyosmani/agent-skills --skill spec-driven-development
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mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
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Install targets
Codex install prompt
Install the "spec-driven-development" agent skill from https://github.com/addyosmani/agent-skills/tree/main/skills/spec-driven-development. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"addyosmani-spec-driven-development","task":"Install spec-driven-development","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add addyosmani/agent-skills --skill spec-driven-development
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
92K
95/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · No security issues found. The skill is a planning/specification workflow with human review gates and does not instruct unsafe command execution, secret access, or hidden actions.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
92K GitHub stars
Repo activity
92K stars, 9.8K forks
Maintenance
2d since push
License
MIT
Install
npx skills add addyosmani/agent-skills --skill spec-driven-development
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
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Suited agents
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Outcome loop
Install command
npx skills add addyosmani/agent-skills --skill spec-driven-developmentDo not use when
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1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
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61.0K Stars
npx skills add mvanhorn/last30days-skill -g
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38.4K Stars
npx skills add Imbad0202/academic-research-skills
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28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
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/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/addyosmani-spec-driven-development/install
Agent should check
Copy prompt
Task: Use spec-driven-development in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20spec-driven-development%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install
Install command: npx skills add addyosmani/agent-skills --skill spec-driven-development
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/addyosmani-spec-driven-development/install
LLM text format
/api/skills/addyosmani-spec-driven-development/install?format=text
Find alternatives
/api/skills/search?q=spec-driven-development&limit=3
Agent prompt
Use spec-driven-development for this task. Review https://www.openagentskill.com/api/skills/addyosmani-spec-driven-development/install, then install with: npx skills add addyosmani/agent-skills --skill spec-driven-developmentRegistry metadata
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/api/registry/manifest/addyosmani-spec-driven-development
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Install alias
/api/registry/install/addyosmani-spec-driven-development
Recommend
/api/registry/recommend?task=Use%20spec-driven-development%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
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Coding agents
Trust label
Production-ready
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Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS92K GitHub stars
Stars/forks activity
PASS92K stars, 9.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: spec-driven-development description: Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decomposing into a capability map of modules before specifying. ---
# Spec-Driven Development
## Overview
Write a structured specification before writing any code. The spec is the shared source of truth between you and the human engineer — it defines what we're building, why, and how we'll know it's done. Code without a spec is guessing.
## When to Use
- Starting a new project or feature - Requirements are ambiguous or incomplete - The change touches multiple files or modules - You're about to make an architectural decision - The task would take more than 30 minutes to implement
**When NOT to use:** Single-line fixes, typo corrections, or changes where requirements are unambiguous and self-contained.
## The Gated Workflow
Spec-driven development has four phases, preceded by a scope check (Phase 0) that activates only when one request bundles several independently testable capabilities. Do not advance to the next phase until the current one is validated.
``` SPECIFY ──→ PLAN ──→ TASKS ──→ IMPLEMENT │ │ │ │ ▼ ▼ ▼ ▼ Human Human Human Human reviews reviews reviews reviews ```
### Phase 0: Scope Check
Most requests describe one capability. If this one does, skip this phase and go straight to Specify — Phase 0 exists for the exception, not the rule, and it puts no hierarchy on single-capability features.
**Detection.** Decompose before specifying when a single requirement bundles several independently testable capabilities:
- The requirement names distinct capabilities with their own consumers or data (e.g. identity, billing, notifications, reporting) - Acceptance criteria cluster into groups that could ship and be verified separately - One capability could be cut or replaced without rewriting the others' requirements
**Propose a capability map before writing any spec.** Small and reviewable — a module table plus a build order, not a project plan:
```markdown # Capability Map: [Initiative Name]
| Module id | Responsibility | Depends on | |---|---|---| | identity | Accounts, sessions, SSO | — | | billing | Plans, invoices, payments | identity | | notifications | Email and webhook fan-out | identity | | reporting | Usage dashboards | billing, notifications |
Build order: identity → billing, notifications → reporting ```
- **Stable module ids.** Kebab-case, chosen once, never renamed mid-initiative. Specs, plans, and downstream commands select work by these ids instead of guessing which spec is active. - **Dependency direction, no cycles.** Arrows point one way. If two modules each need the other, they are one module. - **Interfaces live at the boundary.** The map records that `billing` depends on `identity`; the contract between them belongs in the provider module's spec (see `api-and-interface-design` for designing it).
**The map is gated like every phase.** The human reviews module boundaries, dependency direction, and build order before any module spec is written. Getting the map wrong is expensive; reviewing ten lines is not.
**Then recurse per module.** Run Specify → Plan → Tasks → Implement for each module in dependency order. Each module gets its own spec, scoped to that module's objective, boundaries, and success criteria. Save the approved map at the project root and each module's spec alongside it, named by module id (`SPEC-identity.md`, `SPEC-billing.md`) — the map, not filename guessing, is the index of what exists.
### Phase 1: Specify
Start with a high-level vision. Ask the human clarifying questions until requirements are concrete.
**Surface assumptions immediately.** Before writing any spec content, list what you're assuming:
``` ASSUMPTIONS I'M MAKING: 1. This is a web application (not native mobile) 2. Authentication uses session-based cookies (not JWT) 3. The database is PostgreSQL (based on existing Prisma schema) 4. We're targeting modern browsers only (no IE11) → Correct me now or I'll proceed with these. ```
Don't silently fill in ambiguous requirements. The spec's entire purpose is to surface misunderstandings *before* code gets written — assumptions are the most dangerous form of misunderstanding.
**Write a spec document covering these six core areas:**
1. **Objective** — What are we building and why? Who is the user? What does success look like?
2. **Commands** — Full executable commands with flags, not just tool names. ``` Build: npm run build Test: npm test -- --coverage Lint: npm run lint --fix Dev: npm run dev ```
3. **Project Structure** — Where source code lives, where tests go, where docs belong. ``` src/ → Application source code src/components → React components src/lib → Shared utilities tests/ → Unit and integration tests e2e/ → End-to-end tests docs/ → Documentation ```
4. **Code Style** — One real code snippet showing your style beats three paragraphs describing it. Include naming conventions, formatting rules, and examples of good output.
5. **Testing Strategy** — What framework, where tests live, coverage expectations, which test levels for which concerns.
6. **Boundaries** — Three-tier system: - **Always do:** Run tests before commits, follow naming conventions, validate inputs - **Ask first:** Database schema changes, adding dependencies, changing CI config - **Never do:** Commit secrets, edit vendor directories, remove failing tests without approval
**Spec template:**
```markdown # Spec: [Project/Feature Name]
## Objective [What we're building and why. User stories or acceptance criteria.]
## Tech Stack [Framework, language, key dependencies with versions]
## Commands [Build, test, lint, dev — full commands]
## Project Structure [Directory layout with descriptions]
## Code Style [Example snippet + key conventions]
## Testing Strategy [Framework, test locations, coverage requirements, test levels]
## Boundaries - Always: [...] - Ask first: [...] - Never: [...]
## Success Criteria [How we'll know this is done — specific, testable conditions]
## Open Questions [Anything unresolved that needs human input] ```
**Reframe instructions as success criteria.** When receiving vague requirements, translate them into concrete conditions:
``` REQUIREMENT: "Make the dashboard faster"
REFRAMED SUCCESS CRITERIA: - Dashboard LCP < 2.5s on 4G connection - Initial data load completes in < 500ms - No layout shift during load (CLS < 0.1) → Are these the right targets? ```
This lets you loop, retry, and problem-solve toward a clear goal rather than guessing what "faster" means.
### Phase 2: Plan
With the validated spec, generate a technical implementation plan:
1. Identify the major components and their dependencies 2. Determine the implementation order (what must be built first) 3. Note risks and mitigation strategies 4. Identify what can be built in parallel vs. what must be sequential 5. Define verification checkpoints between phases
> Follow `planning-and-task-breakdown` for the dependency-graph mapping and vertical-slicing mechanics behind these steps; it is the canonical source. The bullets above are a lightweight summary; if they ever diverge, `planning-and-task-breakdown` takes precedence. > > **Output convention:** Save the plan to `tasks/plan.md` and record the task list in the task list target defined by `planning-and-task-breakdown` (default `tasks/todo.md`; projects may designate an external tracker instead). Create `tasks/` if it does not exist. Downstream commands (`/build`, etc.) expect these defaults.
The plan should be reviewable: the human should be able to read it and say "yes, that's the right approach" or "no, change X."
### Phase 3: Tasks
Break the plan into discrete, implementable tasks:
- Each task should be completable in a single focused session - Each task has explicit acceptance criteria - Each task includes a verification step (test, build, manual check) - Tasks are ordered by dependency, not by perceived importance - No task should require changing more than ~5 files
> Follow `planning-and-task-breakdown` for the full task-sizing and dependency-ordering mechanics; it is the canonical source. The template below is a lightweight inline form; if they ever diverge, `planning-and-task-breakdown` takes precedence.
**Task template:** ```markdown - [ ] Task: [Description] - Acceptance: [What must be true when done] - Verify: [How to confirm — test command, build, manual check] - Files: [Which files will be touched] ```
### Phase 4: Implement
Execute tasks one at a time following `skills/incremental-implementation/SKILL.md` (`incremental-implementation`) and `skills/test-driven-development/SKILL.md` (`test-driven-development`). Use `skills/context-engineering/SKILL.md` (`context-engineering`) to load the right spec sections and source files at each step rather than flooding the agent with the entire spec.
## Keeping the Spec Alive
The spec is a living document, not a one-time artifact:
- **Update when decisions change** — If you discover the data model needs to change, update the spec first, then implement. - **Update when scope changes** — Features added or cut should be reflected in the spec. - **Commit the spec** — The spec belongs in version control alongside the code. - **Reference the spec in PRs** — Link back to the spec section that each PR implements.
## Common Rationalizations
| Rationalization | Reality | |---|---| | "This is simple, I don't need a spec" | Simple tasks don't need *long* specs, but they still need acceptance criteria. A two-line spec is fine. | | "I'll write the spec after I code it" | That's documentation, not specification. The spec's value is in forcing clarity *before* code. | | "The spec will slow us down" | A 15-minute spec prevents hours of rework. Waterfall in 15 minutes beats debugging in 15 hours. | | "Requirements will change anyway" | That's why the spec is a living document. An outdated spec is still better than no spec. | | "The user knows what they want" | Even clear requests have implicit assumptions. The spec surfaces those assumptions. | | "It's one big feature; splitting it is overhead" | If acceptance criteria cluster into independently testable groups, a monolithic spec forces every downstream task to reason over the whole contract. A ten-line capability map is the cheap alternative. | | "I'll decompose during planning" | Planning slices tasks within a spec. By then the oversized artifact already exists — module boundaries and dependency direction must be decided before the spec is written, not after. |
## Red Flags
- Starting to write code without any written requirements - Asking "should I just start building?" before clarifying what "done" means - Implementing features not mentioned in any spec or task list - Making architectural decisions without documenting them - Skipping the spec because "it's obvious what to build" - One spec whose requirements span several independently testable capabilities - Module boundaries or build order decided implicitly during implementation because no capability map was approved up front
## Verification
Before proceeding to implementation, confirm:
- [ ] The spec covers all six core areas - [ ] The human has reviewed and approved the spec - [ ] Success criteria are specific and testable - [ ] Boundaries (Always/Ask First/Never) are defined - [ ] The spec is saved to a file in the repository - [ ] If the request bundles several independently testable capabilities, a capability map (module ids, dependency direction, build order) was approved before any module spec was written - [
Source provenance
Decision snapshot
92,201 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for spec-driven-development, ready for a manual X post.
spec-driven-development: Creates specs before coding. Use when starting a new project, feature, or significant change... 92.2K stars https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x
Listing + install path for spec-driven-development: https://www.openagentskill.com/skills/addyosmani-spec-driven-development?ref=x Install: npx skills add addyosmani/agent-skills --skill spec-driven-development
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This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
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@addyosmani
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mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsPermission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness