prioritize

prioritize is a skill for Claude Code, Codex from asysta-act/agent-flow. It costs 14 tokens per session (460 once invoked), scanned A, original, MIT.

A workflow that examines open issues and recommends the order in which bugs and feature requests should be fixed.

In plain words
What is it for?
Use it to fetch a limited set of backlog items, enrich them with historical data, and produce a suggested priority order.
Why use it?
It helps teams choose what to work on first using issue details and, when available, past pipeline results.

Skill for Claude CodeCodex

Part of the agent-flow plugin — 17 skills, 17 agents shipped together

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.

agentmods
npx agentmods add skills/asysta-act/agent-flow/prioritize
Any agent
npx skills add asysta-act/agent-flow --skill prioritize
Clone the repo
git clone --depth 1 https://github.com/asysta-act/agent-flow

Made for: Claude Code, Codex.

Or install agent-flow, the plugin that ships this one along with the rest of its 17 skills, 17 agents.

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 prioritize

README.md
[![agentmods](https://agentmods.dev/badge/skills/asysta-act/agent-flow/prioritize.svg)](https://agentmods.dev/skills/asysta-act/agent-flow/prioritize)
Your own site
<a href="https://agentmods.dev/skills/asysta-act/agent-flow/prioritize"><img src="https://agentmods.dev/badge/skills/asysta-act/agent-flow/prioritize.svg" alt="Measured on agentmods" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 460 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00014 $0.00460
Opus 5 $0.00007 $0.00230
Sonnet 5 $0.00003 $0.00092
Haiku 4.5 $0.00001 $0.00046

Measured 4d ago against content hash 14417763e0ba, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

prioritize 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.

skills/prioritize/SKILL.md · 53 lines

What it actually says

Prioritize

Input: $ARGUMENTS = optional --limit <N> (default: 20), --output <path> (default: stdout)

Configuration

Read Automation Config from CLAUDE.md section ## Automation Config:

  • Issue Tracker: Type, Instance, Project, Bug query
  • Optional: Feature Workflow → Feature query
  • Optional: Metrics → for historical data

0. MCP pre-flight check

Before any pipeline operation, verify MCP tool availability:

  • Read Type from Automation Config (Issue Tracker section)
  • Check that at least one mcp__* tool matching the tracker type is accessible
  • If not accessible → STOP with: "Cannot connect to your {Type} issue tracker. Is the {Type} integration configured? Run /agent-flow:check-setup for diagnostics."

Orchestration

1. Fetch issues

Via MCP server (per Issue Tracker → Type), fetch open issues (Bug query + Feature query). Limit = --limit flag.

2. Enrich with history

If a metrics report exists (./reports/metrics.md or Metrics → Output from config), read per-area failure patterns and success rates.

3. Run priority-engine

Before dispatch, check Agent Overrides: follow ../../core/agent-override-injector.md for priority-engine overrides. You MUST invoke Task(subagent_type='agent-flow:priority-engine', model='opus'). DO NOT inline-execute. Context: list of issues + historical data (if available).

If priority-engine fails or returns an error, display: "Prioritization failed: {reason}" and stop.

4. Output

Display the agent's result. If --output is specified → write to file.

Rules

  • Read-only — no changes to the issue tracker
  • If no issues found → "No open issues found matching the query"
  • Data is read via MCP servers
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 First seen · 53 lines · 14 tokens per session scan A 14417763e0ba

Subscribe to this mod's changes

prioritize is a skill published in the GitHub repository asysta-act/agent-flow (12 stars, last pushed 2mo ago), licensed MIT. It adds 14 tokens to every session and 460 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.

Related

Other skills, from other repositories

summon

Autonomous orchestrator for manifest work items through the development lifecycle. Use when running egregore to process a backlog automatically.

athola/claude-night-market · 28 tokens

Pipedrive Automation

Automate Pipedrive CRM workflows including deal management, pipeline tracking, and sales reporting.

claude-office-skills/skills · 22 tokens

log

Capture front door. Logs 1..N observations as card files at docs/work/{ID}.md (BUG / DEBT / GAP), gateway-inline — no dispatch. Use when the user says "log this", "track that", "note this down", or types /super-bootstrap:log — and when Claude needs to file its own findings (out-of-scope findings from a review, audit…

RockyHong/super-bootstrap · 164 tokens

triage

Read-only grounding phase for a card — every card's pickup. /super-bootstrap:triage {ID} dispatches the triage subagent (Opus) to ground the card cold — premise verify, aim validate, blast collect — and append a Verdict block — ## Verdict — auto-fix · {date} (Fix-shape / Probe-deps / Execution tags) or ## Verdict …

RockyHong/super-bootstrap · 159 tokens

drain

Parallel-worktree auto-drain of the board. One /super-bootstrap:drain turn = scan the pipeline sources (specs/plans/backlog, plus the scale module's test queue when present) → keep only admissible items → relation-analyze into a conflict-free wave → confirm with the user → spawn one isolated git worktree + headless…

RockyHong/super-bootstrap · 200 tokens

stream-chain

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows.

ruvnet/ruv-FANN · 18 tokens