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iterate-implementation

Address bugs, adjustments, or follow-up features after implementation. Review the plan, code changes, and commit history to establish the current state, apply verified fixes, run tests and lint checks, and provide steps for further verification.

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Only use when the user explicitly invokes this skill by name.

Run score Not tested

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Good for

  • Fix a bug reported after implementation
  • Apply follow-up code adjustments
  • Add a follow-up feature on the same branch
  • Continue an unstarted implementation phase

Files included (2)

  • SKILL.md4.0 KB
  • references/iterate_implementation_final_answer.md324 B

SKILL.md (original)

Review the instructions the agent will receive before you install.

Iterate Implementation

An implementation plan was implemented and a user has follow-on feedback - it might be a bug, it might be further changes or tweaks, it might be a follow-on feature to implement in the same branch

Steps

  1. Read all input files FULLY:

    • Use Read tool WITHOUT limit/offset to read the plan document and any other provided paths
    • If a ticket like ENG-1234 or a task is mentioned, find the task directory: ls -La .humanlayer/tasks/ | grep -i TEAMID-XXX - you must use Bash(ls | grep) for this as your glob/grep tools don't traverse symlinks
    • ls -La .humanlayer/tasks/TASKNAME to find all related documents in the task directory. Do NOT use the grep or glob tools or ls without -L or with a lowercase -l as the directory may be a symlink.
    • Read the plan file (e.g. NN-plan-DESCRIPTION.md) to understand the work that was prescribed
    • Read prior artifacts in the task directory for context: ticket.md or task.md, research documents, design discussion, and structure outline
    • If no plan exists, read the ticket, structure outline, design discussion, and research documents instead
  2. Understand the current state

    • check the current git diff

    • find the commit that marks the end of implementation

    • read and understand and commits since then - the content of what changed

    • understand what phases of the plan were already implemented - the user might be giving you feedback in the middle of a plan implementation

    • If the user wants to implement an unstarted phase: use Agent tool with subagent_type: "rpi:implementer-agent" — don't implement phases inline. Example prompt when no plan exists: <example_subagent_prompt> Implement Phase [N] from the structure outline at [outline path]

      Companion documents (read these for context):

      • Research: [research path]
      • Design discussion: [design path]

      Structure outline takes precedence if documents conflict. </example_subagent_prompt>

  3. If the user gives any input:

    • DO NOT just accept the correction blindly
    • Read the specific files/directories they mention
    • Verify code examples and file paths are accurate
    • Only proceed once you've verified the facts yourself
  4. Clarify the feedback:

    • If user reported a bug: check the database, ask for relevant logs, do whatever is needed to understand what still needs to be done
    • If user requested code changes: Update the specific code examples
    • If there are multiple approaches to fix, ask the user for any clarification
    • If more logs are needed, add logging and ask the user to reproduce issue and share the updated logs
  5. Apply the Fix :

    • if the fix is clear or the user has accept one of your proposed solutions, make the changes
    • make the changes
    • run testing and linting
  6. Update the user

    • Respond following the template exactly. Include next steps for verification.
<guidance> ## Cloud Permalinks

When you write or edit documents in .humanlayer/tasks/, a cloud permalink is automatically provided in the hook response.

  • The permalink appears as additionalContext after Write/Edit/MultiEdit/Read operations
  • Use this permalink in your final output for easy navigation
  • Example format: http(s)://{DOMAIN}/artifacts/{artifactId}

Markdown Formatting

When writing markdown files that contain code blocks showing other markdown (like README examples or SKILL.md templates), use 4 backticks (````) for the outer fence so inner 3-backtick code blocks don't prematurely close it:

# Example README
## Installation
```bash
npm install example
```
</guidance>

When Iteration is Complete

If the iteration resolves all issues and no further changes are needed:

  1. Read the final output template:

Read({SKILLBASE}/references/iterate_implementation_final_answer.md)

  1. Respond following the template exactly. Do not include a summary or other information.

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