Borrowing it
Nothing to install: this file belongs to jakildev/IrredenEngine. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jakildev/IrredenEngine/master/.claude/skills/triage-coding-improvements/SKILL.mdgit clone --depth 1 https://github.com/jakildev/IrredenEngineWrote 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/jakildev/irredenengine/triage-coding-improvements)<a href="https://agentmods.dev/skills/jakildev/irredenengine/triage-coding-improvements"><img src="https://agentmods.dev/badge/skills/jakildev/irredenengine/triage-coding-improvements/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/jakildev/irredenengine/triage-coding-improvements"><img src="https://agentmods.dev/badge/skills/jakildev/irredenengine/triage-coding-improvements.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 | $0.00116 | $0.00603 |
| Opus 5.5 | $0.00046 | $0.00241 |
| Sonnet 5.5 | $0.00023 | $0.00121 |
| Haiku 4.5 | $0.00012 | $0.00060 |
Grade A, and why
triage-coding-improvements 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 2d 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
triage-coding-improvements (Irreden Engine)
The flow lives in docs/agents/skills/triage-coding-improvements.md.
Read it first, then apply the deltas below.
Deltas (Irreden Engine)
| Delta key | Engine value |
|---|---|
| repo | jakildev/IrredenEngine |
| convention surfaces | same ordered list as the assess-coding-improvement wrapper — the two skills are the two ends of one channel |
| automated-check surface | the simplify skill + its simplify-* subagents in .claude/agents/ |
| review checklist | the engine checklist in .claude/skills/review-pr/SKILL.md |
| commit skill | commit-and-push |
| filing norms | split-out code work is filed as a plain issue with no labels (docs/agents/fleet-labels-reference.md §"Issue/PR labeling discipline"); the human adds human:approved and fleet-queue-ingest queues it |
| scope vocabulary | docs/fleet: for convention-surface batches; fleet: when the batch extends simplify-* checks or fleet scripts |
Engine notes
- Validating an ESCALATE into a
simplify-*subagent (flow Step 4): the cited occurrence is usually a merged PR — reconstruct the bad pattern in a scratch file under the worktree, confirm the check flags it, delete the scratch file before committing. - Headless sessions edit
.claude/paths withfleet-edit(docs/agents/FLEET.md§"Editing.claude/paths in headless mode"); human-cued sessions edit directly.
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.
- 2d ago First seen · 40 lines · 116 tokens per session scan A 4b54c26e8e6a
triage-coding-improvements is a skill published in the GitHub repository jakildev/IrredenEngine (10 stars, last pushed today), licensed MIT. It adds 116 tokens to every session and 603 once invoked, about $0.0005 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 2026-11-07.
triage-coding-improvements compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| triage-coding-improvementsjakildev/IrredenEngine | Skill | 10 | today | MIT | A | 116 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 2d ago | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | 2d ago | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | yesterday | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 315k | 5d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |