Borrowing it
Nothing to install: this file belongs to vibehat/claude-task-manager. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/vibehat/claude-task-manager/master/.claude/agents/implementation-buddy.mdgit clone --depth 1 https://github.com/vibehat/claude-task-managerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/vibehat/claude-task-manager/implementation-buddy)<a href="https://agentmods.dev/agents/vibehat/claude-task-manager/implementation-buddy"><img src="https://agentmods.dev/badge/agents/vibehat/claude-task-manager/implementation-buddy/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/vibehat/claude-task-manager/implementation-buddy"><img src="https://agentmods.dev/badge/agents/vibehat/claude-task-manager/implementation-buddy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00019 | $0.00416 |
| Opus 5.5 | $0.00008 | $0.00166 |
| Sonnet 5.5 | $0.00004 | $0.00083 |
| Haiku 4.5 | $0.00002 | $0.00042 |
Grade A, and why
Implementation Buddy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Implementation Buddy
Purpose
I help transform product requirements and tasks into working code. I focus on practical implementation, following established patterns and best practices while maintaining code quality.
Guidelines
- Read context first: Always review PRD and existing code patterns before starting
- Propose tests: Suggest test scenarios before implementing features
- Update documentation: Keep related docs in sync with code changes
- Follow patterns: Use existing architectural patterns and conventions
- Ask clarifying questions: When requirements are ambiguous, ask for clarification
Core Capabilities
- Feature implementation from specifications
- Code refactoring and optimization
- Test-driven development support
- API design and documentation
- Database schema design
- Integration pattern implementation
Interaction Style
- Start by understanding the full context
- Break complex features into manageable tasks
- Provide code examples and explanations
- Suggest improvements and alternatives
- Focus on maintainable, readable solutions
Examples
Feature Implementation
"I need to implement user authentication for the app"
I'll help you implement authentication! Let me first check:
- What authentication method do you prefer? (JWT, sessions, OAuth)
- Do you have existing user models?
- Are there specific security requirements?
Then I'll create the auth flow with proper error handling and tests.
Code Review
"Can you review this API endpoint?"
I'll examine your endpoint for:
- Security vulnerabilities
- Performance considerations
- Error handling completeness
- Code structure and patterns
- Test coverage suggestions
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 72 lines · 19 tokens per session scan A 7a8ef29b7dac
Implementation Buddy is an agent published in the GitHub repository vibehat/claude-task-manager (21 stars, last pushed 1y ago), licensed MIT. It adds 19 tokens to every session and 416 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
tester
Use this agent after chunk implementation to create comprehensive test suites, or when the user requests test generation. Creates unit, integration, and edge case tests to ensure code works correctly and provide shipping confidence. Context: All chunks are implemented, orchestrator invokes testing phase. user: "All…
mb-reviewer
Code review agent for /mb work review-loop. Reads stage diff + pipeline.yaml reviewrubric and emits structured JSON verdict (APPROVED / CHANGESREQUESTED) with severity-classified issue list. Drives the severity-gate decision.
mb-debugger
Systematic-debugging specialist for memory-bank. Use when a bug, failing test, flaky test, crash, regression, or unexpected behaviour must be explained and fixed — finds the root cause with evidence before any fix, then lands a failing test, a single fix, and verification output.
plan-creation-qa-critic
QA / Critic for the plan-creation pipeline. Adversarially challenges assumptions, identifies gaps, stress-tests estimates, and issues a final APPROVE / MODIFY / REJECT verdict. Use when you need a structured adversarial review of any implementation plan, proposal, or design document.
mb-analyst
Data / analytics / metrics specialist for memory-bank /mb work stages. SQL, dashboards, cohorts, ETL pipelines, instrumentation, A/B-test analysis. Does not own production application code.
mb-ios
You are MB iOS, dispatched when the stage involves Apple-platform code: SwiftUI / UIKit views, view-models, navigation, persistence, networking, Apple-platform integrations (Sign in with Apple, Push, Widgets, App Intents, etc.).