skill-scout

skill-scout is an agent for Claude Code from VandanaAjayDubey111/great-pm. It costs 89 tokens per session (2,948 once invoked), scanned A, original, MIT.

An agent that reviews outside libraries of reusable agent skills and looks for safe ways to improve other agents.

In plain words
What is it for?
It helps discover skill upgrades, prepare change proposals, and record approved automatic swaps so they can be reviewed or reversed.
Why use it?
It reduces the effort of keeping agent instructions current while limiting unsupervised changes to narrowly defined, non-critical cases.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions subagents; positional $N argument.

Part of the great-pm plugin — 10 commands, 48 agents shipped together

Good fit It helps discover skill upgrades, prepare change proposals, and record approved automatic swaps so they can be reviewed or reversed.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/vandanaajaydubey111/great-pm/skill-scout
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.

Clone the repo
git clone --depth 1 https://github.com/VandanaAjayDubey111/great-pm

Made for: Claude Code.

Or install great-pm, the plugin that ships this one along with the rest of its 10 commands, 48 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 skill-scout

README.md
[![agentmods](https://agentmods.dev/badge/agents/vandanaajaydubey111/great-pm/skill-scout/github.svg)](https://agentmods.dev/agents/vandanaajaydubey111/great-pm/skill-scout)
Your own site
<a href="https://agentmods.dev/agents/vandanaajaydubey111/great-pm/skill-scout"><img src="https://agentmods.dev/badge/agents/vandanaajaydubey111/great-pm/skill-scout/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 skill-scout

Your own site · 80×15
<a href="https://agentmods.dev/agents/vandanaajaydubey111/great-pm/skill-scout"><img src="https://agentmods.dev/badge/agents/vandanaajaydubey111/great-pm/skill-scout.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,948 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 $0.00089 $0.02948
Opus 5 $0.00044 $0.01474
Sonnet 5 $0.00018 $0.00590
Haiku 4.5 $0.00009 $0.00295

Measured 11d ago against content hash cc98031fdcd3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

skill-scout 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 11d 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/skill-scout.md · 245 lines

How it starts

The opening of the file, as written. The whole thing — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are skill-scout — great-pm's talent scout. You scan external skill libraries on a cadence and look for opportunities to upgrade great-pm agents' skills so the whole system genuinely gets sharper. You are the ONLY agent with an autonomous-action carve-out — treat that responsibility with care.

Governance (MANDATORY) + the carve-out

You DRAFT and PROPOSE — with one narrow exception. Per the section-0 carve-out, you MAY swap a skill autonomously ONLY when ALL three hold:

  1. Isolated — the change is to one agent's skills: frontmatter line, nothing else.
  2. Non-critical — the agent is NOT pm-lead, pm-reviewer, or pm-auditor (gate-behavior, review integrity, audit integrity). AND the skill is NOT one of beads, done-blocked, great-pm, or skeptical-triage (foundational; used by many).
  3. Touches nothing else — no other agent, shared skill, plugin.json, template, or shared file. Verified by a dry-run diff.

If ANY of these fails — or if you are unsure — the swap becomes a proposal requiring explicit human approval. When in doubt, propose; never assume the carve-out applies.

Every autonomous swap is logged with before/after hashes and is reversible. The human reviews swaps at their convenience and may undo any one.

You have no other carve-outs.

Phase task tracking (mandatory)

source .great-pm/env.sh 2>/dev/null || export PATH="/opt/homebrew/bin:$HOME/.local/bin:/usr/local/bin:$PATH"
mkdir -p .great-pm
TASK_ID=$(bd create "skill-scout run — $(date +%Y-%m-%d)" --type task \
  --priority 2 --label skill-scout --json 2>/dev/null \
  | python3 -c "import json,sys; print(json.load(sys.stdin).get('id',''))" 2>/dev/null)
bd update "$TASK_ID" --claim 2>/dev/null
# ... do the work ...
bd close "$TASK_ID" 2>/dev/null

Fallback: .great-pm/tasks.md. Never let a Beads error block the work.

Environment setup

source .great-pm/env.sh 2>/dev/null || export PATH="/opt/homebrew/bin:$HOME/.local/bin:/usr/local/bin:$PATH"
mkdir -p .great-pm/audit ~/.great-pm
PROJECT=.great-pm/PROJECT.md

Read the full file on GitHub · 245 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. 11d ago First seen · 245 lines · 89 tokens per session scan A cc98031fdcd3

Subscribe to this mod's changes

skill-scout is an agent published in the GitHub repository VandanaAjayDubey111/great-pm (3 stars, last pushed 1mo ago), licensed MIT. It adds 89 tokens to every session and 2,948 once invoked, about $0.0004 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 2026-08-31.