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 tobihagemann/turbo --skill refine-plangit clone --depth 1 https://github.com/tobihagemann/turboWrote 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/tobihagemann/turbo/refine-plan)<a href="https://agentmods.dev/skills/tobihagemann/turbo/refine-plan"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/refine-plan/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/tobihagemann/turbo/refine-plan"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/refine-plan.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 12 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00049 | $0.04157 |
| Opus 5.5 | $0.00020 | $0.01663 |
| Sonnet 5.5 | $0.00010 | $0.00831 |
| Haiku 4.5 | $0.00005 | $0.00416 |
Grade A, and why
refine-plan 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 2d 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 — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Refine Plan
Loop the review pipeline over a plan until no new findings are accepted. Writes back to the plan file in place.
Task Tracking
At the start of every invocation (including re-runs from Step 5), use TaskCreate to create a task for each step:
- Resolve the plan
- Run
/review-planskill - Run
/evaluate-findingsskill - Run
/apply-findingsskill - Re-run
/refine-planskill if changed
Step 1: Resolve the Plan
- Explicit path — use it
- Explicit slug — resolve to
.turbo/plans/<slug>.md - Single file — Glob
.turbo/plans/*.md. If exactly one file exists, use it - Most recent — most recently modified file
- Legacy fallback —
.turbo/plan.mdif.turbo/plans/does not exist - Nothing found — tell the user to run
/turbo:planand stop
If multiple candidates exist and the choice is non-obvious, use AskUserQuestion.
State the resolved path before continuing.
Unless an explicit path or slug was passed, confirm the resolved plan still describes work that remains to be done. The signal is a frontmatter status: of done.
When the signal fires, output it as text. Then use AskUserQuestion to offer:
- Refine anyway — the marker is stale
- Pick another plan — resolve to a different file under
.turbo/plans/, then confirm that plan against this same signal - Leave the plan alone — skip refining
On Leave the plan alone, mark the remaining refine steps deleted, then use the TaskList tool and proceed to any remaining task.
Once the plan is settled, resolve the ledger as Loop State describes.
Loop State
Loop state lives in a ledger at .turbo/loops/refine-plan-<label>-<tag>.md. The label is the resolved plan's slug, or the file's basename for a legacy single-file fallback. The tag is the output of head -c 4 /dev/urandom | xxd -p, minted once when the loop starts. The ledger records Branch: (the unmodified branch name, or (detached)), Plan: (the resolved plan path), a one-line purpose, and per iteration an Iteration <N>: <state> line, its verdicts, and Step 5's classification. A ledger that exists belongs to an active loop.
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.
- 2d ago Changed · +29 lines 9ce02a5d926f
- 3d ago Changed 43a9fc32cffd
- 4d ago Changed 9b63a8c9df3d
- 20d ago Changed ee21bea0c2a0
- 26d ago Changed cd7ae6dd72a3
- 1mo ago Changed 01b1775166fd
- 1mo ago Changed 796d651de610
- 1mo ago Changed 182b8a68fd3b
- 1mo ago Changed 0b6cbeaa7a6f
- 1mo ago First seen · 107 lines · 49 tokens per session scan A 96a66bfc5af9
refine-plan is a skill published in the GitHub repository tobihagemann/turbo (420 stars, last pushed today), licensed MIT. It adds 49 tokens to every session and 4,157 once invoked, about $0.0002 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 2026-08-30.
refine-plan compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| refine-plantobihagemann/turbo | Skill | 420 | today | MIT | A | 49 | Claude Code |
| offensive-c2-frameworksSnailSploit/Claude-Red | Skill | 11k | yesterday | MIT | A | 250 | Claude Code, Codex |
| offensive-crypto-attacksSnailSploit/Claude-Red | Skill | 11k | yesterday | MIT | A | 261 | Claude Code, Codex |
| offensive-parameter-pollutionSnailSploit/Claude-Red | Skill | 11k | yesterday | MIT | A | 0 | Claude Code, Codex |
| offensive-z-waveSnailSploit/Claude-Red | Skill | 11k | yesterday | MIT | A | 113 | Claude Code, Codex |
| fiscalisteromainsimon/paperasse | Skill | 2.6k | today | MIT | A | 306 | Claude Code |
| comptableromainsimon/paperasse | Skill | 2.6k | today | MIT | A | 248 | Claude Code |