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.
npx agentmods add skills/richfrem/agent-plugins-skills/exploration-workflownpx skills add richfrem/agent-plugins-skills --skill exploration-workflowgit clone --depth 1 https://github.com/richfrem/agent-plugins-skillsWrote 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/richfrem/agent-plugins-skills/exploration-workflow)<a href="https://agentmods.dev/skills/richfrem/agent-plugins-skills/exploration-workflow"><img src="https://agentmods.dev/badge/skills/richfrem/agent-plugins-skills/exploration-workflow.svg" alt="Measured on agentmods" 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 | $0.00121 | $0.07351 |
| Opus 5 | $0.00060 | $0.03675 |
| Sonnet 5 | $0.00024 | $0.01470 |
| Haiku 4.5 | $0.00012 | $0.00735 |
Grade A, and why
exploration-workflow 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 466 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Exploration Workflow — SME Orchestrator
This skill is the single canonical entry point for the Business Exploration Loop. It manages all session state via exploration-dashboard.md, enforces phase gates, maintains a living task list as the session evolves, and routes work to the correct child skill at each phase. The SME never needs to invoke any other skill directly.
Session Types
The workflow adapts to four session types, each with different phase requirements:
| Type | When to use | Active Phases |
|---|---|---|
| Greenfield | Building a new app or system from scratch | All 4 phases |
| Brownfield | Adding a feature to an existing codebase | Phase 1 required, Phases 2 & 4 optional, Phase 3 builds into real codebase |
| Analysis/Docs | Non-software output: requirements, process maps, legacy code analysis, policy, strategy, workflow design | Phases 1 & 4 required, Phase 2 optional (structure not layout), Phase 3 skipped |
| Spike | Investigating a question or technology | Phase 1 required (may repeat), all others flexible |
Execution Disciplines (powered by orba/superpowers)
Required dependency: The
orba/superpowersplugin MUST be installed in the current host environment before the full Phase 3 execution discipline is available. Depending on the host, this may be exposed through a marketplace install,.agents, or another host-managed runtime location. Do not assume one fixed install path; determine availability by resolving the required Superpowers skills in the current environment. See the plugin README for installation guidance.
What ships with it
19 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.
- assets/Opportunities-3-4-Prototyping-and-Engineering.png 104 B
- evals/evals.json 824 B
- evals/results.tsv 172 B
- exploration-cycle-orchestrator-agent.md 52 B
- exploration-cycle-workflow.mmd 52 B
- exploration-dashboard-template.md 47 B
- hybrid-workflow.mmd 41 B
- intake-agent.md 28 B
- planning-doc-agent.md 34 B
- problem-framing-agent.md 37 B
- references/acceptance-criteria.md 42 B
- references/cheapest_models.json 40 B
- references/cheapest_models.md 38 B
- references/dispatch-strategies.md 42 B
- references/phase3-execution-discipline.md 50 B
- references/requirements-doc-agent.md 41 B
- scripts/check_gaps.py 30 B runs code
- scripts/dispatch.py 28 B runs code
- scripts/validate_phase_gate.py 39 B runs code
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.
- yesterday First seen · 466 lines · 121 tokens per session scan A e0db0485e16c
exploration-workflow is a skill published in the GitHub repository richfrem/agent-plugins-skills (6 stars, last pushed yesterday), licensed MIT. It adds 121 tokens to every session and 7,351 once invoked, about $0.0006 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 2026-09-03.
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