optimization-suggest SKILL.md skillA
optimization-suggest from hoangsonww/claude-code-agent-monitor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hoangsonww/claude-code-agent-monitor/optimization-suggest@git:20260804.9eab0d7Pins git:20260804.9eab0d7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hoangsonww/claude-code-agent-monitor
- Path
plugins/ccam-insights/skills/optimization-suggest/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260804.9eab0d7, committed Aug 4, 2026
- First version recorded
- Apr 11, 2026
- Size
- 3,366 bytes
- Repository stars
- 1,159
- License
- MIT
Suggest concrete optimizations for Claude Code usage based on historical session data. Covers cost reduction, speed improvement, error prevention, and workflow efficiency. Use for data-driven optimization planning.
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
# Optimization Suggest
Generate data-driven optimization recommendations for Claude Code usage.
## Input
The user provides: **$ARGUMENTS**
This may be:
- "all" or empty (default: comprehensive optimization scan)
- "cost" for cost reduction focus
- "speed" for performance/speed focus
- "quality" for error reduction focus
- "efficiency" for workflow efficiency focus
## Procedure
1. **Gather optimization data** from `http://localhost:4820`:
- `GET /api/sessions?limit=200` — session history
- `GET /api/analytics` — tool and token analytics
- `GET /api/pricing/cost` — cost data
- `GET /api/pricing` — pricing rules for model comparison
- Sample event streams for behavioral analysis
2. **Analyze optimization opportunities**:
### 💰 Cost Optimization
- **Model downgrade opportunities**: Tasks completed with expensive models that could use cheaper ones
- Compare success rates per model per task type
- Calculate savings from model substitution
- **Cache optimization**: Sessions with low cache hit rates
- Identify sessions that could benefit from better prompt caching
- **Early termination**: Sessions that ran longer than needed
…Read the whole file at its exact version.
How to install
mdr add hoangsonww/claude-code-agent-monitor/optimization-suggest@sha256:45fd6b5443850206The line at the top of this page pins the label git:20260804.9eab0d7, 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_idnzbi5fulbwtz5d)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 11, 2026 and Aug 4, 2026, about one every 115 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260804.9eab0d7 latest | 2026-08-04 | 9eab0d7 | 3,366 B | A | view · diff |
| git:20260411.d36e7ac | 2026-04-11 | d36e7ac | 3,339 B | B | 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 (3366 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
hoangsonww/claude-code-agent-monitor · 1,159 stars · license MIT · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_idnzbi5fulbwtz5d GET https://markdownregistry.com/api/v1/resolve?ref=hoangsonww/claude-code-agent-monitor/optimization-suggest GET https://markdownregistry.com/api/v1/blob/45fd6b5443850206d84e332c04adb121a04892ad43761422884b6159254c96e3
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.