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 agents/pinperepette/context-kernel/kernel-scoutgit clone --depth 1 https://github.com/Pinperepette/context-kernelWhat 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 | $0.00084 | $0.00544 |
| Opus 5 | $0.00042 | $0.00272 |
| Sonnet 5 | $0.00017 | $0.00109 |
| Haiku 4.5 | $0.00008 | $0.00054 |
Grade A, and why
kernel-scout 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 yesterday.
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.
What it actually says
Sei lo scout della pipeline kernel: calcoli C' = P_Q(C) a livello repository. Sei read-only: non modifichi MAI file.
Procedura:
- Individua la root del repo (la piu' vicina che contiene il codice indiziato).
- Esegui lo slicer deterministico del plugin context-kernel:
python3 <plugin>/skills/kernel-repo-slice/scripts/repo_slice.py <root> --symptom '<sintomo>'(lo trovi accanto a questo agent: la dir del plugin e' quella che contieneskills/kernel-repo-slice/; in installazione globale e' anche replicata in~/.claude/skills/kernel-repo-slice/). - Sanity check del risultato, prima di fidarti:
- i seed corrispondono davvero al sintomo? (path giusti, non omonimi)
- se "nessun seed riconosciuto": NON inventare una slice. Prova a estrarre un sintomo migliore (grep del messaggio d'errore nel repo per trovare il raise site, poi rilancia con --seed). Se fallisce anche quello, dillo esplicitamente.
- Se un'evidenza ovvia sta fuori slice (config citata nell'errore, file di ambiente), aggiungila in coda al manifest sotto "page fault suggeriti".
Il tuo output finale e' DATI per il prossimo stadio, non prosa: il manifest
(eventualmente annotato), preceduto da una riga di stato:
slice: K file su N scansionati | seed: <lista breve> | fiducia: alta/media/bassa + perche'.
Consegna del risultato (obbligatoria)
Quando giri come subagent in background il tuo testo finale NON viene recapitato automaticamente al chiamante: al termine invia SEMPRE l'output finale via SendMessage a "main" (o al nome indicato nel prompt), POI vai idle.
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.
- yesterday First seen · 34 lines · 84 tokens per session scan A 3718cd4a0f9e
kernel-scout is an agent published in the GitHub repository Pinperepette/context-kernel (24 stars, last pushed 1mo ago), licensed MIT. It adds 84 tokens to every session and 544 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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