skill-doctor

skill-doctor is a skill for Claude Code, Codex from OutlineDriven/odin-claude-plugin. It costs 38 tokens per session (1,794 once invoked), scanned A, original, Apache-2.0.

A report generator that grades an agent setup from conversation history on a ten-point scale.

In plain words
What is it for?
Reading a transcript, producing an HTML report, scoring efficiency and code quality, and ranking suggested improvements.
Why use it?
It makes inefficient behavior and code-quality problems easier to spot by tying findings to evidence from past sessions.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the odin-agent plugin — 46 skills shipped together

Good fit Reading a transcript, producing an HTML report, scoring efficiency and code quality, and ranking suggested improvements.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/outlinedriven/odin-claude-plugin/skill-doctor
Install

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.

Any agent
npx skills add OutlineDriven/odin-claude-plugin --skill skill-doctor
Clone the repo
git clone --depth 1 https://github.com/OutlineDriven/odin-claude-plugin

Made for: Claude Code, Codex.

Or install odin-agent, the plugin that ships this one along with the rest of its 46 skills.

Wrote 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.

agentmods badge for skill-doctor

README.md
[![agentmods](https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/skill-doctor/github.svg)](https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/skill-doctor)
Your own site
<a href="https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/skill-doctor"><img src="https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/skill-doctor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for skill-doctor

Your own site · 80×15
<a href="https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/skill-doctor"><img src="https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/skill-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,794 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.01794
Opus 5 $0.00019 $0.00897
Sonnet 5 $0.00008 $0.00359
Haiku 4.5 $0.00004 $0.00179

Measured 4d ago against content hash 7a70d0b040d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

skill-doctor 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.

plugins/odin-agent/skills/skill-doctor/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill doctor

Contract

Field Bound contract
Trigger User wants agent setup graded from conversation history.
Authority Reversible local: writes only to a scratch report directory under the current working tree; rollback is deleting that directory. No remote mutation.
Side effect Creates one scratch report directory containing report.html and supporting assets. Never modifies real skill files, configuration, or conversation history.
Done report.html exists in the scratch directory and renders a normalized 0-10 efficiency score, a normalized 0-10 code quality score (or N/A when the session has no code changes), per-turn findings with evidence citations (or no findings when every scored sub-score is at maximum), and ranked improvement suggestions (or none when every scored sub-score is at maximum).

Inputs

  1. Conversation history: a session transcript from the current agent harness. Accept one of:
    • A file path to a transcript log (JSON, JSONL, or plain-text log).
    • A directory of transcript files; process the most recent file.
    • If neither is supplied, attempt to locate the most recent session transcript in the default harness log directory.
  2. Output directory (optional): path for the scratch report directory. Default: ./skill-doctor-report-<timestamp>.

Procedure

  1. Collect session data.

    • Locate the conversation history from the supplied path, directory, or default harness log.
    • If no transcript is found, write a minimal report.html stating "No conversation history found" and stop.
    • Read the transcript file. If the file is empty or contains fewer than 2 turns, write a minimal report.html stating "Session too short to assess" and stop. Done when: the transcript is located and read, or a minimal report is written for the empty/short case.
  2. Decode transcript into structured turns.

    • Parse each message into a turn record with fields: role (user/assistant/tool), content (text), tool_name (if applicable), tool_input (if applicable), tool_output (if applicable), timestamp (if available).
    • For JSON/JSONL transcripts, parse each line or object directly.
    • For plain-text logs, identify turn boundaries by role markers (e.g., "User:", "Assistant:", "Tool:", or harness-specific prefixes). Extract tool calls from fenced code blocks or structured markers.
    • Produce an ordered list of turn records. Done when: an ordered list of turn records is produced.

Read the full file on GitHub · 105 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 4d ago Changed · -20 tokens per session 7a70d0b040d8
  2. 6d ago First seen · 105 lines · 58 tokens per session scan A c3a4c8961432

Subscribe to this mod's changes

skill-doctor is a skill published in the GitHub repository OutlineDriven/odin-claude-plugin (35 stars, last pushed yesterday), licensed Apache-2.0. It adds 38 tokens to every session and 1,794 once invoked, about $0.0002 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 2026-09-04.

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