Borrowing it
Nothing to install: this file belongs to Sceptre/sceptre-mcp-server. 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/Sceptre/sceptre-mcp-server/main/.kiro/steering/refactoring.mdgit clone --depth 1 https://github.com/Sceptre/sceptre-mcp-serverWrote 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/instructions/sceptre/sceptre-mcp-server/refactoring)<a href="https://agentmods.dev/instructions/sceptre/sceptre-mcp-server/refactoring"><img src="https://agentmods.dev/badge/instructions/sceptre/sceptre-mcp-server/refactoring/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/instructions/sceptre/sceptre-mcp-server/refactoring"><img src="https://agentmods.dev/badge/instructions/sceptre/sceptre-mcp-server/refactoring.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 | $0.00493 | $0.00493 |
| Opus 5 | $0.00246 | $0.00246 |
| Sonnet 5 | $0.00099 | $0.00099 |
| Haiku 4.5 | $0.00049 | $0.00049 |
Grade A, and why
sceptre-mcp-server refactoring.md 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Refactoring Skill
Activate this skill for safe, systematic code improvement.
Refactoring Principles
- Tests first — Ensure test coverage exists before refactoring
- Small steps — One change at a time, verify tests pass after each
- No behavior change — Refactoring changes structure, not behavior
- Commit often — Each successful refactoring step gets its own commit
Common Refactoring Patterns
Extract Function
When a block of code does something that can be named:
# Before: inline logic
if user.age >= 18 and user.verified and not user.banned:
...
# After: extracted with clear name
if is_eligible_user(user):
...
Early Return
When deep nesting makes code hard to follow:
# Before: nested
def process(data):
if data:
if data.get("valid"):
# actual logic
# After: early returns
def process(data):
if not data:
return
if not data.get("valid"):
return
# actual logic
Replace Magic Numbers
# Before
if retries > 3:
...
# After
MAX_RETRIES = 3
if retries > MAX_RETRIES:
...
Split Large Files
When a file exceeds 500 lines:
- Identify distinct responsibilities
- Extract each into its own module
- Re-export from original
__init__.pyif needed for backward compatibility - Update imports across codebase
Dead Code Removal
- Remove commented-out code (it's in git history)
- Remove unused imports (use
ruff) - Remove unreachable branches
- Remove unused functions/variables
Workflow
- Identify the smell (large file, deep nesting, duplication, etc.)
- Verify test coverage exists for affected code
- Apply one refactoring pattern
- Run tests — must still pass (
poetry run pytest -q) - Commit
- Repeat
Red Flags That Need Refactoring
- Functions over 50 lines
- Files over 500 lines
- Nesting deeper than 4 levels
- Duplicated code in 3+ places
- God classes/functions that do everything
- Long parameter lists (>4 params — use a dataclass or TypedDict)
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.
- 4d ago First seen · 90 lines · 493 tokens per session scan A 9ef2f3398f15
sceptre-mcp-server refactoring.md is an instructions file published in the GitHub repository Sceptre/sceptre-mcp-server (0 stars, last pushed 5d ago), licensed Apache-2.0. It adds 493 tokens to every session, about $0.0025 per session on Opus 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 2026-09-08.
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