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 agentmods add skills/codybrom/clairvoyance/red-flagsnpx skills add codybrom/clairvoyance --skill red-flagsgit 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/red-flags)<a href="https://agentmods.dev/skills/codybrom/clairvoyance/red-flags"><img src="https://agentmods.dev/badge/skills/codybrom/clairvoyance/red-flags.svg" alt="Measured on agentmods" 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 | $0.00086 | $0.02429 |
| Opus 5 | $0.00043 | $0.01215 |
| Sonnet 5 | $0.00017 | $0.00486 |
| Haiku 4.5 | $0.00009 | $0.00243 |
Grade A, and why
red-flags 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 — 250 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Red Flags Diagnostic
When invoked with $ARGUMENTS, scope the scan to the specified file or directory. Read the target code first, then run every flag below against it. Each flag points to a deeper lens from Clairvoyance (https://clairvoyance.fyi). This skill works best when the full collection is installed.
A red flag is a signal, not a diagnosis. It tells you something is wrong but not why. Each flag below points to a deeper lens that identifies the root cause.
When to Apply
- Before merging a PR or completing a design review
- When code "feels wrong" but the specific problem is unclear
- When evaluating unfamiliar code for design quality
- When asked for a "red flags check" or "design diagnostic"
The Red Flags
Structural (4)
1. Shallow Module
Interface isn't much simpler than implementation.
- Check: → deep-modules, error-design
- Could a caller skip this module and do the work directly?
- Signals:
- More public methods than meaningful internal state
- Abstract class with only one implementation and no prospect of more
- Layer that exists "for testability" but adds no abstraction value
- A split that created more total interface surface than the original
- Error handling code longer than the happy path
- Excessive exceptions in a method signature
2. Pass-Through Method
Method forwards arguments to another with a similar signature, adding zero logic.
- Check: → deep-modules, abstraction-quality
- Does removing the method lose any behavior?
- Signals:
- Method takes N parameters, passes N-1 unchanged
- Constructor injects collaborators just to delegate
- Class API mirrors its dependency's API
- Wrapper adds one behavior, delegates everything else
- "Wrapper" or "Adapter" classes that add no functionality
- Many thin layers providing the same abstraction
- Decorator with nineteen pass-throughs for one behavior
3. Conjoined Methods
Two separate pieces of code that can only be understood together.
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.
- 4d ago First seen · 250 lines · 86 tokens per session scan A 7ec239f840a9
red-flags is a skill published in the GitHub repository codybrom/clairvoyance (12 stars, last pushed 1mo ago), licensed MIT. It adds 86 tokens to every session and 2,429 once invoked, about $0.0004 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 2026-08-30.
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