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 luisabwk/kraken --skill dynamic-contextgit clone --depth 1 https://github.com/luisabwk/krakenWrote 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/luisabwk/kraken/dynamic-context)<a href="https://agentmods.dev/skills/luisabwk/kraken/dynamic-context"><img src="https://agentmods.dev/badge/skills/luisabwk/kraken/dynamic-context/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/luisabwk/kraken/dynamic-context"><img src="https://agentmods.dev/badge/skills/luisabwk/kraken/dynamic-context.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 | $0.00014 | $0.00856 |
| Opus 5.5 | $0.00006 | $0.00342 |
| Sonnet 5.5 | $0.00003 | $0.00171 |
| Haiku 4.5 | $0.00001 | $0.00086 |
Grade A, and why
dynamic-context 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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 · 134 lines · 14 tokens per session scan A 44921aad7775
dynamic-context is a skill published in the GitHub repository luisabwk/kraken (2 stars, last pushed 7mo ago), with no licence file. It adds 14 tokens to every session and 856 once invoked, about $0.0001 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 2026-08-31.
Other skills, from other repositories
noteplan
Read, search, create, and edit NotePlan notes and daily logs directly via the filesystem. Use this skill whenever the user references NotePlan, daily notes, weekly notes, project notes, or wants to check/update their planning. Triggers: 'noteplan', 'daily note', 'today's note', 'weekly note', 'check my notes', 'add to…
complete-everything
Closure mode for one approved plan: finish every open item and connected deferral, verify each acceptance criterion, require completion-judge PASS. Use when "complete everything", "don't defer", "fix out of scope too", or a plan was falsely marked done.
housekeep-files
Copy-not-move organizer for document trees: hash inventory, dry run, labeled copies, search catalog, verify every source survived. Use when "organize my Downloads", "sort my company folders", or "file my receipts". Repo cleanup → workflow-housekeep.
housekeep-backlog
Inventory parked work — unfinished plans, deferred phases, TODO/FIXME, skipped tests, open findings — into a living BACKLOG.md that diffs new/done/stale. Use when "what's left behind", "inventory TODOs", or "consolidate the backlog".
handoff
Compact the current conversation into a handoff document a fresh agent can pick up. User-invoked via /handoff; an optional argument describes what the next session will focus on.
cursor-best-practices
Best practices for using Cursor—rules, commands, skills, subagents, ignore files, Agent security, workflows, and community resources. Use when setting up Cursor, initializing or creating the .cursor folder, writing .cursor/rules or AGENTS.md, creating commands or skills, configuring .cursorignore, working with Agent…