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 skills/sillydaibo/reasflow-dev/abstract-alignmentnpx skills add sillyDaibo/reasflow-dev --skill abstract-alignmentgit clone --depth 1 https://github.com/sillyDaibo/reasflow-devWrote 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/sillydaibo/reasflow-dev/abstract-alignment)<a href="https://agentmods.dev/skills/sillydaibo/reasflow-dev/abstract-alignment"><img src="https://agentmods.dev/badge/skills/sillydaibo/reasflow-dev/abstract-alignment.svg" alt="Measured on agentmods" 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 | $0.00024 | $0.00346 |
| Opus 5 | $0.00012 | $0.00173 |
| Sonnet 5 | $0.00005 | $0.00069 |
| Haiku 4.5 | $0.00002 | $0.00035 |
Grade A, and why
abstract-alignment scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Installed Root
Resolve the installed reasflow-dev private skills root before running packaged scripts:
REASFLOW_PRIVATE_SKILLS_ROOT="${REASFLOW_PRIVATE_SKILLS_ROOT:-}"
if [ -z "$REASFLOW_PRIVATE_SKILLS_ROOT" ]; then
if [ -d ./.codex/reasflow-skills ]; then
REASFLOW_PRIVATE_SKILLS_ROOT="$(pwd)/.codex/reasflow-skills"
elif [ -d "$HOME/.codex/reasflow-skills" ]; then
REASFLOW_PRIVATE_SKILLS_ROOT="$HOME/.codex/reasflow-skills"
else
echo "reasflow private skills not found in ./.codex/reasflow-skills or $HOME/.codex/reasflow-skills" >&2
exit 1
fi
fi
Abstract Alignment
Overview
The abstract is a compression of the paper, not a wish list. Every claim should map cleanly to material that already exists in the draft.
Checklist
- Verify the problem, method, and result claims all appear in the body.
- Mark unsupported claims with
anti-hallucination-markersbefore polishing them away. - Remove novelty or performance claims that lack evidence.
- Keep terminology aligned with the introduction and conclusion.
- Make sure the final sentence matches the real significance of the work.
Deliverables
- aligned abstract draft
- body sections that support each sentence
- claims to delete or downgrade
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.
- 4d ago First seen · 40 lines · 24 tokens per session scan A fa352c522bfc
abstract-alignment is a skill published in the GitHub repository sillyDaibo/reasflow-dev (2 stars, last pushed 8d ago), licensed MIT. It adds 24 tokens to every session and 346 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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