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 skills add oodaris/autocodex --skill core-qna-synthesisgit clone --depth 1 https://github.com/oodaris/autocodexWrote 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/oodaris/autocodex/core-qna-synthesis)<a href="https://agentmods.dev/skills/oodaris/autocodex/core-qna-synthesis"><img src="https://agentmods.dev/badge/skills/oodaris/autocodex/core-qna-synthesis/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.
<a href="https://agentmods.dev/skills/oodaris/autocodex/core-qna-synthesis"><img src="https://agentmods.dev/badge/skills/oodaris/autocodex/core-qna-synthesis.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00018 | $0.00331 |
| Opus 5 | $0.00009 | $0.00166 |
| Sonnet 5 | $0.00004 | $0.00066 |
| Haiku 4.5 | $0.00002 | $0.00033 |
Grade A, and why
core-qna-synthesis 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 11d 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.
What it actually says
Interpretive Q&A Synthesis
Repo anchors (autocodex)
- CLI_PATH:
cmd/autocodex/ - INTERNAL_PATH:
internal/ - DOCS_PATH:
docs/ - SKILLS_PATH:
skills/
When to use
- The user asks multiple related questions or a vague “big” question.
Preconditions
- The questions are visible in the thread.
- If critical inputs are missing, STOP and use core-ask-questions-if-underspecified.
Inputs to confirm
- Primary goal and success criteria
- Constraints (time, environment, tooling)
Required artifacts
- Refined question list
- Practical answers with explicit assumptions
- Recommended next steps
Quick path
- Restate and cluster questions.
- Add missing questions.
- Answer with assumptions and tradeoffs.
- Provide 3–7 concrete next steps.
Steps
- Restate and group questions.
- Expand missing-but-required questions.
- Answer each question clearly.
- Provide recommendations and next steps.
Failure modes and responses
- Over-expansion: keep added questions minimal.
- Abstract answers: replace with concrete actions.
Definition of done
- Questions are refined and answered with practical guidance.
Example (minimal)
- Input: “How should the plugin system work?”
- Output: Protocol choice, manifest rules, call flow, and next steps.
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.
- 11d ago First seen · 53 lines · 18 tokens per session scan A 5fdcf870e7e4
core-qna-synthesis is a skill published in the GitHub repository oodaris/autocodex (16 stars, last pushed 6mo ago), licensed MIT. It adds 18 tokens to every session and 331 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 2026-08-30.
Other skills, from other repositories
version-check
Recommend which Claude Code version to run, or whether to update. Use when asked which Claude Code version is best/safe, whether to update now, whether a recent release is buggy, or what changed since the installed version.
reddit-fetch
Fetch content from Reddit via its JSON API using a browser session (DuckDuckGo-hop unlock). Use when accessing Reddit URLs, researching topics on Reddit, or when Reddit returns 403/blocked errors.
hn-summarize
Fetch and summarize Hacker News / hckrnews.com top stories, articles, and their comment threads. Use when asked to summarize HN front-page stories, a specific HN story plus its discussion, or "the top N from hckrnews".
gha
Analyze GitHub Actions failures and identify root causes.
review-claudemd
Review recent conversations to find improvements for CLAUDE.md files.
private-github-search
Full-text search across all of the user's GitHub repos (including private ones) using a local mirror and ripgrep. Use for "where did I put X", "which repo has X", or any search spanning the user's repos - gh search code / the REST API cannot reliably search private repos.