fr-origins

fr-origins is a skill for Claude Code, Codex from derio-net/super-fr. It costs 61 tokens per session (1,590 once invoked), scanned A, original, MIT.

A defect-origin tracker for classifying recently filed repository issues as latent bugs, regressions, feature-related issues, leftovers, gaps, or duplicates. It stores the collected issue facts and classifications outside the repository and can render them as a web page.

In plain words
What is it for?
Use it to collect issue details for a date range, classify each issue, record causes, and produce a defect-origins report for one or more repositories.
Why use it?
It prevents bug-origin analysis from disappearing with a chat session and avoids recollecting unchanged issues on every run. It also helps connect groups of defects to process changes that might have prevented them.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to collect issue details for a date range, classify each issue, record causes, and produce a defect-origins report for one or more repositories.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/derio-net/super-fr/fr-origins
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 derio-net/super-fr --skill fr-origins
Clone the repo
git clone --depth 1 https://github.com/derio-net/super-fr

Made for: Claude Code, Codex.

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 fr-origins

README.md
[![agentmods](https://agentmods.dev/badge/skills/derio-net/super-fr/fr-origins/github.svg)](https://agentmods.dev/skills/derio-net/super-fr/fr-origins)
Your own site
<a href="https://agentmods.dev/skills/derio-net/super-fr/fr-origins"><img src="https://agentmods.dev/badge/skills/derio-net/super-fr/fr-origins/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 fr-origins

Your own site · 80×15
<a href="https://agentmods.dev/skills/derio-net/super-fr/fr-origins"><img src="https://agentmods.dev/badge/skills/derio-net/super-fr/fr-origins.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,590 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.
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 $0.00061 $0.01590
Opus 5.5 $0.00024 $0.00636
Sonnet 5.5 $0.00012 $0.00318
Haiku 4.5 $0.00006 $0.00159

Measured 6d ago against content hash 18a07e28eaf8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fr-origins 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 6d 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.

.hermes/skills/fr/fr-origins/SKILL.md · 77 lines

How it starts

The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.

fr-origins

Announce at start: "I'm using fr-origins to classify the issues filed in since ."

You can already read an issue and the code it names. A classification done in chat dies with the session; fr triage origins keeps it in a file, so a re-run costs only the issues that arrived.

State: two files, two owners

Everything lives in the scope's triage state directory, the same one fr triage uses (the workspace's .fr/triage-state/<scope>/, or ~/.cache/fr/triage/<scope>/ outside a clone; --dir D overrides). Pass the same scope options to every command: --repo OWNER/REPO, a comma-separated group --repo A/B,C/D, or --org OWNER.

File Written by Holds
origins-facts.json fr triage origins collect --since DATE the issues created since the date: labels, state and reason, closing PRs, hours to close
origins.yaml you one classification per issue, plus the causes: the conclusion links to batches
origins.html fr triage origins render the page, built from both (and judgements.yaml, only to resolve batch ids)

Never write the facts yourself. The state is outside every repo and is never committed.

The loop (a re-run of it is the sync)

  1. Collect. fr triage origins collect --repo OWNER/REPO --since YYYY-MM-DD. A window wider than one page of issues or PRs is refused (exit 2), naming a --since it does cover and the limit flag (--issue-limit, --pr-limit) to raise instead: narrow the window and report the narrower one, or raise the limit to keep it. A warning that the repo list hit its limit means repos may be missing; say so in your report.
  2. Check. fr triage origins check --repo OWNER/REPO lists unclassified issues (your work queue), classifications for issues not in the facts (a typo, or a window that moved; never pruned for you; fix the key or leave it), and duplicate target outside the window (a duplicate_of naming an issue the facts do not hold: widen --since, or confirm the key). It always exits 0.
  3. Classify the unclassified, from the issue body and the code, as below.
  4. Render. fr triage origins render --repo OWNER/REPO writes origins.html. A figure the data cannot support shows as an em dash, never a zero; do not paper over one.
  5. Conclude. Fill causes: and link each to the batch that addresses it (fr triage batch list names them; a batch id that does not exist is shown as unresolved, so fix it rather than leave it).

Read the full file on GitHub · 77 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. 6d ago Changed 18a07e28eaf8
  2. 9d ago Changed · +5 lines 5a2c61638384
  3. 12d ago First seen · 72 lines · 61 tokens per session scan A 030ca334e322

Subscribe to this mod's changes

fr-origins is a skill published in the GitHub repository derio-net/super-fr (2 stars, last pushed 2d ago), licensed MIT. It adds 61 tokens to every session and 1,590 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-04.

Related

Other skills, from other repositories