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 k9aif/k9-aif-framework --skill add-adaptergit clone --depth 1 https://github.com/k9aif/k9-aif-frameworkWrote 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/k9aif/k9-aif-framework/add-adapter)<a href="https://agentmods.dev/skills/k9aif/k9-aif-framework/add-adapter"><img src="https://agentmods.dev/badge/skills/k9aif/k9-aif-framework/add-adapter/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/k9aif/k9-aif-framework/add-adapter"><img src="https://agentmods.dev/badge/skills/k9aif/k9-aif-framework/add-adapter.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 | $0.00028 | $0.00912 |
| Opus 5 | $0.00014 | $0.00456 |
| Sonnet 5 | $0.00006 | $0.00182 |
| Haiku 4.5 | $0.00003 | $0.00091 |
Grade A, and why
add-adapter 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 8d 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 — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Before doing anything else, check that /k9aif:configure has been run.
If K9AIF_PROJECT_ROOT and K9AIF_APP_NAME are not set, refuse and say:
"Please run
/k9aif:configurefirst to set your project root and app name." Do not proceed until init has been run.
K9-AIF: Add Adapter
Scaffold a new provider adapter for an infrastructure concern (secret management, cache, storage, etc.) following the three-layer Provider Adapter Pattern: ABB contract → adapter → factory.
The user provides: <ConcernName> <ProviderName> (e.g. Cache Redis or SecretManager Vault).
Three-layer structure to generate
k9_aif_abb/
k9_core/<concern>/base_<concern>.py ← ABB contract (if not already existing)
k9_<concern>/adapters/<provider>_adapter.py ← Concrete implementation
k9_factories/<concern>_factory.py ← Static factory (if not already existing)
1. ABB contract (only if it does not already exist)
# k9_core/<concern>/base_<concern>.py
from abc import ABC, abstractmethod
class Base<ConcernName>(ABC):
@abstractmethod
def get(self, key: str) -> str:
raise NotImplementedError
@abstractmethod
def set(self, key: str, value: str) -> None:
raise NotImplementedError
2. Provider adapter — with lazy import pattern (mandatory for optional dependencies)
# k9_<concern>/adapters/<provider>_adapter.py
from k9_aif_abb.k9_core.<concern>.base_<concern> import Base<ConcernName>
class <Provider><ConcernName>Adapter(Base<ConcernName>):
def __init__(self, config=None):
self._config = config or {}
self._client = None # lazy — do NOT import at module level
def _ensure_client(self):
if self._client is not None:
return
try:
import <provider_package>
self._client = <provider_package>.Client(
url=self._config.get("<concern>", {}).get("url", ""),
)
except ImportError as exc:
raise RuntimeError("pip install <provider_package> required") from exc
def get(self, key: str) -> str:
self._ensure_client()
return self._client.get(key)
def set(self, key: str, value: str) -> None:
self._ensure_client()
self._client.set(key, value)
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.
- 8d ago First seen · 101 lines · 28 tokens per session scan A 9b3f057c2d0a
add-adapter is a skill published in the GitHub repository k9aif/k9-aif-framework (2 stars, last pushed yesterday), licensed Apache-2.0. It adds 28 tokens to every session and 912 once invoked, about $0.0001 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 2026-08-31.
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