pipeline-triage

pipeline-triage is a skill for Claude Code from leopu00/job-hunter-team. It costs 157 tokens per session (2,819 once invoked), scanned A, original, MIT.

A rule set for deciding which team role to start, pause, or stop based on work queues and production data.

In plain words
What is it for?
It helps monitor scouts, scorers, writers, and other pipeline roles, then choose actions when output drops, queues empty, sources run out, or a new work period begins.
Why use it?
It prevents scaling the wrong part of a workflow when a backlog is empty or another role is the real bottleneck.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: positional $N argument.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is Bash(python3 /app/shared/skills/db_query.py *), Bash(tmux *).

Good fit It helps monitor scouts, scorers, writers, and other pipeline roles, then choose actions when output drops, queues empty, sources run out, or a new work period begins.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/leopu00/job-hunter-team
agentmods
npx agentmods add skills/leopu00/job-hunter-team/pipeline-triage

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 pipeline-triage

README.md
[![agentmods](https://agentmods.dev/badge/skills/leopu00/job-hunter-team/pipeline-triage/github.svg)](https://agentmods.dev/skills/leopu00/job-hunter-team/pipeline-triage)
Your own site
<a href="https://agentmods.dev/skills/leopu00/job-hunter-team/pipeline-triage"><img src="https://agentmods.dev/badge/skills/leopu00/job-hunter-team/pipeline-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 pipeline-triage

Your own site · 80×15
<a href="https://agentmods.dev/skills/leopu00/job-hunter-team/pipeline-triage"><img src="https://agentmods.dev/badge/skills/leopu00/job-hunter-team/pipeline-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 157 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,819 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Prompt Injection · line 69
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 92
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 105
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 75
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
How audits are shown
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 $0.00157 $0.02819
Opus 5 $0.00078 $0.01409
Sonnet 5 $0.00031 $0.00564
Haiku 4.5 $0.00016 $0.00282

Measured 12d ago against content hash 25e44bffab6c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

pipeline-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 12d 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.

agents/_skills/pipeline-triage/SKILL.md · 153 lines

How it starts

The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.

pipeline-triage — data-driven scaling

The pipeline is a dynamic system. Each role consumes very differently per task — adding a 2nd Writer costs much more than adding a 2nd Scout. Scaling at the head when the bottleneck is at the tail produces more backlog, not more output. Always start from the data.

When to open this skill (bug #17)

You open it on observed conditions, not only on explicit Sentinella orders. Triggers:

  • Velocity team below 50% of target
  • Any role queue at 0 (Scout exhausted, Scorer/Writer idle)
  • Scout sources reported exhausted ("bebee, indeed, glassdoor — nothing new")
  • [SCALA UP] from Sentinella
  • MARGINE / PIPELINE VUOTA + UNDERSHOOT from bridge-pacing
  • Cold start of a window

The historical anti-pattern: Capitano sees SCRITTORE_QUEUE=0 + PROMOTABLE_40_49=6, describes the situation perfectly to the user, does not run the promotion. This skill is active, not advisory — when conditions match, you execute.

Step 1 — read the backlog (always, before any spawn)

python3 /app/shared/skills/db_query.py stats

From positions (P), scores (S), applications (A), compute:

Metric Formula What it means
UNSCORED P − S positions the Scorer still has to evaluate
DRAFT_BLOCKED applications with status = draft Writer ↔ Critic loop stalled
SCRITTORE_QUEUE positions with score ≥ 50 AND no application Writer queue (real demand for new CVs)
PROMOTABLE_40_49 positions with score 40-49 AND no application parking band — promotable on demand

Read the full file on GitHub · 153 lines

Files

What ships with it

6 files 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. 12d ago First seen · 153 lines · 157 tokens per session scan A 25e44bffab6c

Subscribe to this mod's changes

pipeline-triage is a skill published in the GitHub repository leopu00/job-hunter-team (49 stars, last pushed yesterday), licensed MIT. It adds 157 tokens to every session and 2,819 once invoked, about $0.0008 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.