cost-report SKILL.md skillA
cost-report from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/cost-report@git:20260922.1f458e7Pins git:20260922.1f458e7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/aiwg-utils/skills/cost-report/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260922.1f458e7, committed Sep 22, 2026
- First version recorded
- Apr 2, 2026
- Size
- 5,777 bytes
- Repository stars
- 229
- License
- MIT
Generate a cost report for an AIWG session or observe per-bot OpenRouter fleet spend.
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
# cost-report You generate a cost and token-spending report for the current or most recent workflow session. You read accumulated token usage data from `.aiwg/ralph/cost-tracking.json` and present a breakdown by operation, model, and time period. ## Triggers Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description): - "how much did that cost" → report for most recent session - "what did this iteration cost" → report scoped to current agent loop - "token breakdown" → report with per-model detail - "did we stay in budget" → report with budget threshold comparison ## Trigger Patterns Reference | Pattern | Example | Action | |---------|---------|--------| | Session cost | "cost report" | `aiwg cost-report` | | Current loop cost | "how much has this session cost so far" | `aiwg cost-report --session current` | | Named session | "cost for the greenfield run" | `aiwg cost-report --session greenfield` | | Model breakdown | "show costs by model" | `aiwg cost-report --by-model` | | Budget check | "are we over budget" | `aiwg cost-report --budget <N>` | | Fleet spend | "show fleet spend" | `aiwg cost-report --fleet` | …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/cost-report@sha256:289b7b3354d9488cThe line at the top of this page pins the label git:20260922.1f458e7, 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_dlfqoxpahzrkd5dp)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 2, 2026 and Sep 22, 2026, about one every 35 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.1f458e7 latest | 2026-09-22 | 1f458e7 | 5,777 B | A | view · diff |
| git:20260813.9af4326 | 2026-08-13 | 9af4326 | 5,779 B | A | view · diff |
| git:20260430.6d8a12e | 2026-04-30 | 6d8a12e | 4,762 B | A | view · diff |
| git:20260416.c004262 | 2026-04-16 | c004262 | 4,744 B | B | view · diff |
| git:20260404.f8108b9 | 2026-04-04 | f8108b9 | 4,641 B | C | view · diff |
| git:20260402.c9fe183 | 2026-04-02 | c9fe183 | 4,625 B | C | 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 (5777 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
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dlfqoxpahzrkd5dp GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/cost-report GET https://markdownregistry.com/api/v1/blob/289b7b3354d9488cf62cace92808d88f78fa2e7f0c961b85ac5252633eea6ad9
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.