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speckit-implementagent
Execute the implementation plan by processing and executing all tasks defined in tasks.md
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Execute the implementation plan by processing and executing all tasks defined in tasks.md
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Guides Claude when building, debugging, or extending features in the AutoBidder Next.js 15 + FastAPI codebase. Use this skill whenever the user mentions adding a feature, fixing a bug, writing an API endpoint, creating a React component, working on the frontend or backend code, asking about project conventions, setting up Docker, managing environment variables, or doing anything related to AutoBidder's tech stack (Next.js, FastAPI, TanStack Query, shadcn/ui, TailwindCSS, PostgreSQL, JWT auth, Resend, Vercel, Railway). Also trigger when the user shares a file path, pastes code from the project, or asks "how does X work in this project". Always consult this skill before writing any AutoBidder code — it encodes the project's conventions and will prevent pattern drift.
Guides Claude through AutoBidder's end-to-end AI proposal generation workflow. Use this skill whenever the user wants to generate, draft, review, or refine a freelance proposal — including when they paste a job description, say "write a bid", "generate a proposal", "draft a proposal for this job", "help me respond to this posting", "what should I write for this job", or share a job URL. Also trigger when the user asks about proposal strategy, how to customize a template, or whether a job is a good fit. Even if the request seems simple ("quick proposal for this"), use this skill — it encodes AutoBidder's full quality workflow and should always be consulted when proposals are involved.
Guides Claude when managing, debugging, or improving AutoBidder's RAG knowledge base pipeline. Use this skill whenever the user mentions: "knowledge base", "RAG", "ChromaDB", "embeddings", "document upload", "retrieval", "the AI isn't using the right context", "portfolio docs", "LangChain", "chunking", "vector store", "bad proposals", or "why did it generate that". Also trigger when the user wants to upload new portfolio documents, inspect what's in the knowledge base, tune retrieval quality, debug why a proposal got irrelevant context, or rebuild/reset the vector store. Always consult this skill before touching anything in backend/app/services/knowledge_service.py or the ChromaDB collection — it encodes all ingestion, retrieval, and debugging patterns for this project.
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
Generate a custom checklist for the current feature based on user requirements.
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
| name | speckit-implement.agent |
| description | Execute the implementation plan by processing and executing all tasks defined in tasks.md |
| compatibility | Requires spec-kit project structure with .specify/ directory |
| metadata | {"author":"github-spec-kit","source":"templates/commands/implement.agent.md"} |
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Check for extension hooks (before implementation):
.specify/extensions.yml exists in the project root.hooks.before_implement keyenabled: truecondition expressions:
condition field, or it is null/empty, treat the hook as executablecondition, skip the hook and leave condition evaluation to the HookExecutor implementationoptional flag:
optional: true):
## Extension Hooks
**Optional Pre-Hook**: {extension}
Command: `/{command}`
Description: {description}
Prompt: {prompt}
To execute: `/{command}`
optional: false):
## Extension Hooks
**Automatic Pre-Hook**: {extension}
Executing: `/{command}`
EXECUTE_COMMAND: {command}
Wait for the result of the hook command before proceeding to the Outline.
.specify/extensions.yml does not exist, skip silentlyRun .specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks from repo root and parse FEATURE_DIR and AVAILABLE_DOCS list. All paths must be absolute. For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'''m Groot' (or double-quote if possible: "I'm Groot").
Check checklists status (if FEATURE_DIR/checklists/ exists):
Scan all checklist files in the checklists/ directory
For each checklist, count:
- [ ] or - [X] or - [x]- [X] or - [x]- [ ]Create a status table:
| Checklist | Total | Completed | Incomplete | Status |
|-----------|-------|-----------|------------|--------|
| ux.md | 12 | 12 | 0 | ✓ PASS |
| test.md | 8 | 5 | 3 | ✗ FAIL |
| security.md | 6 | 6 | 0 | ✓ PASS |
Calculate overall status:
If any checklist is incomplete:
If all checklists are complete:
Load and analyze the implementation context:
Project Setup Verification:
Detection & Creation Logic:
Check if the following command succeeds to determine if the repository is a git repo (create/verify .gitignore if so):
git rev-parse --git-dir 2>/dev/null
Check if Dockerfile* exists or Docker in plan.md → create/verify .dockerignore
Check if .eslintrc* exists → create/verify .eslintignore
Check if eslint.config.* exists → ensure the config's ignores entries cover required patterns
Check if .prettierrc* exists → create/verify .prettierignore
Check if .npmrc or package.json exists → create/verify .npmignore (if publishing)
Check if terraform files (*.tf) exist → create/verify .terraformignore
Check if .helmignore needed (helm charts present) → create/verify .helmignore
If ignore file already exists: Verify it contains essential patterns, append missing critical patterns only If ignore file missing: Create with full pattern set for detected technology
Common Patterns by Technology (from plan.md tech stack):
node_modules/, dist/, build/, *.log, .env*__pycache__/, *.pyc, .venv/, venv/, dist/, *.egg-info/target/, *.class, *.jar, .gradle/, build/bin/, obj/, *.user, *.suo, packages/*.exe, *.test, vendor/, *.out.bundle/, log/, tmp/, *.gem, vendor/bundle/vendor/, *.log, *.cache, *.envtarget/, debug/, release/, *.rs.bk, *.rlib, *.prof*, .idea/, *.log, .env*build/, out/, .gradle/, .idea/, *.class, *.jar, *.iml, *.log, .env*build/, bin/, obj/, out/, *.o, *.so, *.a, *.exe, *.dll, .idea/, *.log, .env*build/, bin/, obj/, out/, *.o, *.a, *.so, *.exe, *.dll, autom4te.cache/, config.status, config.log, .idea/, *.log, .env*.build/, DerivedData/, *.swiftpm/, Packages/.Rproj.user/, .Rhistory, .RData, .Ruserdata, *.Rproj, packrat/, renv/.DS_Store, Thumbs.db, *.tmp, *.swp, .vscode/, .idea/Tool-Specific Patterns:
node_modules/, .git/, Dockerfile*, .dockerignore, *.log*, .env*, coverage/node_modules/, dist/, build/, coverage/, *.min.jsnode_modules/, dist/, build/, coverage/, package-lock.json, yarn.lock, pnpm-lock.yaml.terraform/, *.tfstate*, *.tfvars, .terraform.lock.hcl*.secret.yaml, secrets/, .kube/, kubeconfig*, *.key, *.crtParse tasks.md structure and extract:
Execute implementation following the task plan:
Implementation execution rules:
Progress tracking and error handling:
Completion validation:
Note: This command assumes a complete task breakdown exists in tasks.md. If tasks are incomplete or missing, suggest running /speckit.tasks first to regenerate the task list.
.specify/extensions.yml exists in the project root.
hooks.after_implement keyenabled: truecondition expressions:
condition field, or it is null/empty, treat the hook as executablecondition, skip the hook and leave condition evaluation to the HookExecutor implementationoptional flag:
optional: true):
## Extension Hooks
**Optional Hook**: {extension}
Command: `/{command}`
Description: {description}
Prompt: {prompt}
To execute: `/{command}`
optional: false):
## Extension Hooks
**Automatic Hook**: {extension}
Executing: `/{command}`
EXECUTE_COMMAND: {command}
.specify/extensions.yml does not exist, skip silently