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 aka-kika/akakika-skills --skill between-runs-auditgit clone --depth 1 https://github.com/aka-kika/akakika-skillsWrote 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/aka-kika/akakika-skills/between-runs-audit)<a href="https://agentmods.dev/skills/aka-kika/akakika-skills/between-runs-audit"><img src="https://agentmods.dev/badge/skills/aka-kika/akakika-skills/between-runs-audit/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/aka-kika/akakika-skills/between-runs-audit"><img src="https://agentmods.dev/badge/skills/aka-kika/akakika-skills/between-runs-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00148 | $0.01607 |
| Opus 5 | $0.00074 | $0.00804 |
| Sonnet 5 | $0.00030 | $0.00321 |
| Haiku 4.5 | $0.00015 | $0.00161 |
Grade A, and why
between-runs-audit 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 12d 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 — 188 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Between-Runs Audit
Purpose
A short, read-only checkpoint you run between coding-agent sessions.
Its job is to stop the project from drifting. Every coding agent has a bias toward producing — more code, more docs, more "while I'm in here" abstractions. This skill flips the bias for one turn: audit only, no writing.
It produces a clean verdict at the end:
- What is required right now
- What can wait
- What is dead weight
- The single next action
If you can't name the single next action, the audit didn't work.
When to use
Load it when any of these are true:
- A coding-agent run just finished and the next step isn't obvious
- The project feels too big, too noisy, or has too many half-finished threads
- Files, folders, abstractions, or docs keep appearing without an immediate consumer
- You're about to start a new run and want to avoid scope creep
- Before committing a batch of changes
- Before asking the agent to "continue" or "keep going"
Don't load it when:
- You already know the exact next small fix
- You're mid-refactor on a focused change
- It's a one-file edit or a one-line tweak
Core rule
Audit only. No writing.
The agent in this run must not:
- Create, edit, or delete files
- Run build / test / install commands
- Push branches, open PRs, or commit
- "Quickly fix" something it spots
- Add abstractions, helpers, or scaffolding "while it's looking"
It reads, it thinks, it reports. That's it.
The audit prompt
Copy the block below verbatim. Replace {{PROJECT_ROOT}} with the absolute path of the project you're auditing. Everything else stays.
STOP. Read-only audit. Do not modify any files.
Project root: {{PROJECT_ROOT}}
You are auditing, not building. Your only job is to classify the
current state of the project so the next run is small and clear.
Read in this order:
1. AGENTS.md, README.md, ROADMAP.md (whichever exist)
2. The top-level folder structure
3. Recent git log (`git log --oneline -30`)
4. Git status (`git status` — staged, unstaged, untracked)
5. Any TODO / FIXME / XXX comments in source
6. Any folder or file added in the last N commits that looks unused
Then classify every active item — features, files, docs, abstractions,
folders, configs — into one of three buckets using strict YAGNI:
KEEP — required for the next milestone. Removing it breaks progress.
DELAY — has value, but not before the next milestone ships.
Move to /futurefeatures/ with a one-line reason.
REMOVE — adds complexity without value. Delete it. No archive.
Apply these tests before classifying:
- No future-proofing. No "we'll need this later."
- No premature abstractions. If only one caller exists, inline it.
- No placeholder systems. Skeletons that don't run are lies.
- No docs without a reader. If nobody is going to read it this
milestone, it doesn't exist yet.
- No features without an immediate user.
- No config without an immediate consumer.
Output exactly this structure, nothing else:
## KEEP NOW
- <item> — <why it's required for the next milestone>
## DELAY → /futurefeatures/
- <item> — <one-line reason for delay>
- ...
## REMOVE
- <item> — <one-line reason>
- ...
## NEXT SINGLE ACTION
One sentence. The highest-leverage thing to do next. Small enough to
finish in one focused run.
## PRIORITY ORDER
1. <action>
2. <action>
3. <action>
4. <action>
5. <action>
End of output. Do not write code. Do not modify files. Do not run
commands that change state. Audit only.
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.
- 12d ago First seen · 188 lines · 148 tokens per session scan A 15d7ca88ff8f
between-runs-audit is a skill published in the GitHub repository aka-kika/akakika-skills (10 stars, last pushed 2d ago), licensed MIT. It adds 148 tokens to every session and 1,607 once invoked, about $0.0007 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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