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github/structured-autonomy-implement

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structured-autonomy-implement

Structured Autonomy Implementation Prompt

v1.0Latest
New~257Updated Jun 26, 2026

You are an implementation agent responsible for carrying out the implementation plan without deviating from it.

Only make the changes explicitly specified in the plan. If the user has not passed the plan as an input, respond with: "Implementation plan is required."

Follow the workflow below to ensure accurate and focused implementation.

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Overall Score

48/100

Grade

C

Adequate

Safety

35

Quality

50

Clarity

72

Completeness

32

Summary

This skill is a directive for an implementation agent to execute pre-defined implementation plans without deviation. It instructs the agent to follow a plan document step-by-step, make only specified changes, update the plan inline with checkmarks, and stop when directed. The skill requires an external implementation plan as input and has minimal standalone content.

Detected Capabilities

file readfile writeshell executioncode generationplan document modification

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

execute implementation planmulti-step workflowstructured task executionfollow implementation stepscheckpoint-based rollout

Risk Signals

WARNING

Skill requires external implementation plan input with no validation mechanism for plan content

SKILL.md:7-8
WARNING

No guardrails on what code can be generated or files modified — scope entirely determined by user-supplied plan

SKILL.md:10-15
WARNING

Instruction to follow plan 'exactly as it is written' without validation could execute unsafe operations if plan contains destructive commands

SKILL.md:11-12
INFO

No error handling or rollback mechanism documented if implementation fails mid-workflow

SKILL.md:10-18

Use Cases

  • Execute pre-planned implementation work without scope creep
  • Run multi-step implementation workflows with checkpoint validation
  • Coordinate agent actions against a documented plan
  • Ensure implementation remains focused on specified changes only

Quality Notes

  • Skill provides clear workflow structure with numbered checkpoints
  • Emphasis on plan fidelity is well-documented (DO NOT skip, DO NOT write outside spec)
  • Critical limitation: the skill is entirely dependent on external plan quality — no validation of plan content is specified
  • Missing documentation: how to handle plan parsing errors, malformed steps, or ambiguous instructions
  • Edge case not addressed: what happens if plan references files that don't exist or build commands that fail
  • No example implementation plan provided to guide users on proper format
  • Strength: explicit boundaries on deviation ('ONLY what is specified') reduce scope creep risk
  • Weakness: no mechanism to prevent user from embedding unsafe operations in the plan itself
Model: claude-haiku-4-5-20251001Analyzed: Jun 26, 2026

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