Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add codybrom/clairvoyance --skill pull-complexity-downgit clone --depth 1 https://github.com/codybrom/clairvoyanceWrote 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/skills/codybrom/clairvoyance/pull-complexity-down)<a href="https://agentmods.dev/skills/codybrom/clairvoyance/pull-complexity-down"><img src="https://agentmods.dev/badge/skills/codybrom/clairvoyance/pull-complexity-down/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/skills/codybrom/clairvoyance/pull-complexity-down"><img src="https://agentmods.dev/badge/skills/codybrom/clairvoyance/pull-complexity-down.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 | $0.00076 | $0.00911 |
| Opus 5.5 | $0.00030 | $0.00364 |
| Sonnet 5.5 | $0.00015 | $0.00182 |
| Haiku 4.5 | $0.00008 | $0.00091 |
Grade A, and why
pull-complexity-down 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.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pull Complexity Downwards Review Lens
When invoked with $ARGUMENTS, focus the analysis on the specified file or module. Read the target code first, then apply the checks below.
Evaluate whether complexity is absorbed into implementations or pushed up to callers.
When to Apply
- Designing or reviewing a module's interface
- When callers must do significant setup or configuration
- When callers handle errors or edge cases the module could handle internally
- When configuration parameters are being added to an API
- When evaluating decorator or wrapper patterns
Core Principles
The Core Asymmetry
One implementer, many callers. Complexity in the implementation is paid once. Complexity in the interface is paid by every caller. (The same asymmetry underlies deep-modules' "Depth Principle" — applied there to overall interface depth, applied here to which side of the interface should absorb a given piece of complexity.)
When developers encounter a hard problem, the path of least resistance is to push it upward: throw an exception, add a configuration parameter, define an abstract policy. These moves feel like good engineering. But all you have done is distribute the decision to a larger number of people who typically have less context.
Configuration Parameter Test - The Three AND Conditions
Configuration parameters are not a feature. They are a symptom of an incomplete module. Every parameter exported is a decision the developer chose not to make.
- Different callers genuinely need different values, AND
- The correct value cannot be determined automatically, AND
- The impact is significant enough to justify the interface cost
If any condition fails:
- All callers use the same value → make it a constant
- The module can compute a good value → compute it dynamically
- The impact is negligible → pick a sensible default
Even for legitimate parameters, provide reasonable defaults so users only need to provide values under exceptional conditions.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 82 lines · 76 tokens per session scan A b8b5ec47d675
pull-complexity-down is a skill published in the GitHub repository codybrom/clairvoyance (12 stars, last pushed 9d ago), licensed MIT. It adds 76 tokens to every session and 911 once invoked, about $0.0003 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.
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