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/ashtonian/llm-init/releasenpx skills add ashtonian/llm-init --skill releasegit clone --depth 1 https://github.com/ashtonian/llm-initWrote 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/ashtonian/llm-init/release)<a href="https://agentmods.dev/skills/ashtonian/llm-init/release"><img src="https://agentmods.dev/badge/skills/ashtonian/llm-init/release.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 | $0.00010 | $0.00515 |
| Opus 5 | $0.00005 | $0.00258 |
| Sonnet 5 | $0.00002 | $0.00103 |
| Haiku 4.5 | $0.00001 | $0.00052 |
Grade A, and why
release 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 3d 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 — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prepare a release with checklist, changelog, and validation.
Instructions
- Read
docs/spec/.llm/PROGRESS.mdfor recent changes and known issues. - Read
.claude/rules/agent-guide.mdfor quality gates. - Determine the version number (ask user if not specified).
Pre-Release Checklist
- All quality gates pass (build, test, lint -- run from agent guide rules)
- No known critical bugs
- All planned features for this release are complete
- Documentation is up to date (README, API docs, CHANGELOG)
- Breaking changes are documented with migration instructions
- Performance benchmarks pass (if applicable)
- Security review completed (or run
/security-reviewnow) - Dependencies are up to date (no critical CVEs)
Changelog Generation
Review commits since the last tag (git log $(git describe --tags --abbrev=0)..HEAD --oneline) and categorize:
## [version] - {date}
### Added
- {new features}
### Changed
- {modifications to existing features}
### Fixed
- {bug fixes}
### Removed
- {removed features}
### Security
- {security fixes}
### Breaking Changes
- {breaking changes with migration instructions}
Release Validation
- All tests pass on a clean checkout (
git stash && tests && git stash pop) - Application starts successfully
- Smoke tests pass (key user flows work)
- No regressions in core functionality
- Release artifacts build correctly (Docker images, binaries, packages)
Release Execution
Present the checklist and changelog to the user for approval. Once approved:
- Create the tag:
git tag -a v{version} -m "{changelog summary}" - If GoReleaser is configured:
goreleaser release(or push the tag for CI) - If npm:
npm publish(with appropriate flags) - Update PROGRESS.md with release note
Post-Release
- Verify release artifacts are published
- Verify container images are available (if applicable)
- Update any deployment configurations
- Notify stakeholders
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.
- 3d ago First seen · 77 lines · 10 tokens per session scan A 8de91b08971a
release is a skill published in the GitHub repository ashtonian/llm-init (2 stars, last pushed 6mo ago), licensed MIT. It adds 10 tokens to every session and 515 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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