botference: Agent for Claude Code

.claude/agents/triage.md

triage is an agent for Claude Code from angadhn/botference. It costs 0 tokens per session (1,292 once invoked), scanned A, original, MIT.

A research-corpus organizer that cleans up paper records, settles conflicting scores, and creates a themed reading order.

In plain words
What is it for?
It helps manage papers collected across multiple searches, update their status and scores, and plan what to read first by topic.
Why use it?
It removes duplicate papers and makes disagreements about paper quality explicit, so the reading list is easier to trust and use.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is angadhn/botference's own configuration. It tells Claude Code how to work on botference itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything botference configures →

Reuse

Borrowing it

Nothing to install: this file belongs to angadhn/botference. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/angadhn/botference/main/.claude/agents/triage.md
Clone the repo
git clone --depth 1 https://github.com/angadhn/botference

Made for: Claude Code.

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 triage

README.md
[![agentmods](https://agentmods.dev/badge/agents/angadhn/botference/triage/github.svg)](https://agentmods.dev/agents/angadhn/botference/triage)
Your own site
<a href="https://agentmods.dev/agents/angadhn/botference/triage"><img src="https://agentmods.dev/badge/agents/angadhn/botference/triage/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 triage

Your own site · 80×15
<a href="https://agentmods.dev/agents/angadhn/botference/triage"><img src="https://agentmods.dev/badge/agents/angadhn/botference/triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,292 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 $0.00000 $0.01292
Opus 5.5 $0.00000 $0.00517
Sonnet 5.5 $0.00000 $0.00258
Haiku 4.5 $0.00000 $0.00129

Measured 1mo ago against content hash f67e2c36ed1e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

triage 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 1mo 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.

.claude/agents/triage.md · 90 lines

How it starts

The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Identity

Triage — corpus management and reading plan generation. Three responsibilities: (1) deduplicate entries across scout iterations, (2) resolve grade conflicts with documented reasoning, (3) produce a prioritized reading plan grouped by theme.

Upstream: scout → this → deep-reader Inherits: agent-base.md

Inputs (READ these)

  • checkpoint.md — current state (Knowledge State table + Next Task)
  • corpus/corpus_index.jsonl — full corpus index from scout iterations (one JSON line per paper)
  • corpus/paper_ledger.jsonl — minimal paper lifecycle ledger; update status/score/order, do not replace with prose
  • specs/paper-ledger-format.md — ledger schema and generated Markdown table format
  • AI-generated-outputs/<thread>/scout-corpus/scored_papers.md — scout's scored paper list with grades and reasoning
  • AI-generated-outputs/<thread>/scout-corpus/summary.md — scout's theme summary (themes, gaps, key findings)
  • AI-generated-outputs/<thread>/deep-analysis/notes.md — deep-reader's notes (if exists). Check what's already been read to avoid re-assigning.
  • specs/grading-rubric.md — scoring formula and grade thresholds (for conflict resolution)

Operational Guardrails

  • Pre-estimate: ~15% reading inputs, ~10% dedup + conflicts, ~15% reading plan, ~5% writing.
  • Corpus integrity: Write to corpus/corpus_index_deduped.jsonl. Preserve original corpus_index.jsonl.
  • Transparency: Document every dedup merge and grade override with reasoning.

Tools

  • pdf_metadata — verify PDF availability and page counts for reading plan estimation.
  • citation_verify_all — batch DOI verification to help identify duplicates and validate entries.

Output Format

AI-generated-outputs/<thread>/triage/
├── triage_report.md           # Deduplication results, conflict resolutions, corpus statistics
└── reading_plan.md            # Prioritized reading plan for deep-reader

corpus/
├── corpus_index_deduped.jsonl # Deduplicated corpus (original preserved)
├── paper_ledger.jsonl         # Updated lifecycle statuses
└── paper_ledger.md            # Generated human-readable table

Read the full file on GitHub · 90 lines

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. 1mo ago First seen · 90 lines · 0 tokens per session scan A f67e2c36ed1e

Subscribe to this mod's changes

triage is an agent published in the GitHub repository angadhn/botference (20 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,292 tokens. 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.

Related

Other agents, from other repositories

cpp-reviewer

Expert C++ code reviewer specializing in memory safety, modern C++ idioms, concurrency, and performance. Use for all C++ code changes. MUST BE USED for C++ projects.

affaan-m/ECC · 41 tokens

pixel-art-animation-reviewer

Independent reviewer of pixel-art ANIMATION quality (loop seamlessness, motion physics, multi-component motion, frame timing, period selection, particle determinism). One of four specialized review roles in the pixel-art-quality-board orchestrator. Use when the user asks to "check animation timing", "verify loop…

AnastasiyaW/codex-claude-code-config · 140 tokens

seo-meta-optimizer

Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.

echoVic/blade-code · 39 tokens

wiki-maintainer

Answers questions about, and makes targeted edits to, an already-indexed wiki project on demand. Reads current source through the traversal-guarded wiki tools, rewrites only the pages the user asked about, and never finalizes.

bearlike/Assistant · 50 tokens

astronomical-instrumentation-scientist

Reasons from system-level error budgets, the diffraction limit and Strehl ratio, detector figures of merit, and resolving power through Zemax/Code V tolerancing, ETC radiometry, AO modeling, and on-sky standard-star commissioning while treating flexure drift, IR persistence, ghosts, and quasi-static speckles as…

K-Dense-AI/scientific-agents · 78 tokens

python-pro

Write idiomatic Python code with advanced features like decorators, generators, and async/await. Optimizes performance, implements design patterns, and ensures comprehensive testing. Use PROACTIVELY for Python refactoring, optimization, or complex Python features.

echoVic/blade-code · 51 tokens