lower-anthropic-bill SKILL.md skillA
lower-anthropic-bill from understudylabs/orchestra-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add understudylabs/orchestra-agent-tools/lower-anthropic-bill@git:20260719.1185398Pins git:20260719.1185398 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- understudylabs/orchestra-agent-tools
- Path
skills/lower-anthropic-bill/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260719.1185398, committed Jul 19, 2026
- First version recorded
- Jun 24, 2026
- Size
- 7,034 bytes
- Repository stars
- 19
- License
- MIT
Use when a developer wants to cut Claude or Anthropic API spend: "lower my Anthropic bill", "audit my Claude spend", "find prompt cache failures", "why is cache_read zero", "can we move this from Claude to OpenAI or a local model". Audits call sites, tokenizer risk, cache structure, batchability, and route candidates before any code edits.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Lower Anthropic Bill Use this worker for the installer happy path and for any developer who arrives with a Claude bill, Anthropic usage export, or codebase that calls the Messages API. The first deliverable is a local audit: call-site inventory, current price assumptions, tokenizer re-baseline risk, cache-hit opportunities, batchability, and route candidates. Do not edit code during the audit. ## Safety Gates - Local-first. Static repo inspection and local usage-export parsing are the default. Do not upload source, prompts, traces, completions, datasets, repo paths, secrets, or private notes without explicit approval for that exact action. - No provider spend without a named surface, model, data class, row count, and dollar envelope. Token-counting, cache probes, OpenAI migration tests, and GEPA reflection all need approval if they call a provider. Recommend the decision-sized test and explain its expected savings, time, and confidence; one approval may cover the named bounded test matrix. - No silent source edits. Adding `cache_control`, changing model strings, rewriting prompts, or adding an OpenAI route is a follow-up change after the …
Read the whole file at its exact version.
How to install
mdr add understudylabs/orchestra-agent-tools/lower-anthropic-bill@sha256:afd50db24654f34dThe line at the top of this page pins the label git:20260719.1185398, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_kxqpfg6d2ytyb7ub)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 24, 2026 and Jul 19, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260719.1185398 latest | 2026-07-19 | 1185398 | 7,034 B | A | view · diff |
| git:20260624.ce4446a | 2026-06-24 | ce4446a | 6,096 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7034 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kxqpfg6d2ytyb7ub GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/lower-anthropic-bill GET https://markdownregistry.com/api/v1/blob/afd50db24654f34d5c8228d40278dbf3e1d8e0edd799994c98376f70cfce6615
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.