discover

discover is a skill for Claude Code from vasuag09/harness-claude. It costs 154 tokens per session (1,895 once invoked), scanned A, original, MIT.

A discovery skill for turning a vague software idea into a clearly framed problem and one chosen direction. It is intended to run before detailed specification, research, or design work.

In plain words
What is it for?
Use it to explore what could be built, narrow down options, and prepare one direction for specification.
Why use it?
It helps when the desired outcome or available options are still unclear. The result gives later planning work a concrete direction without changing Git branches or files.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool.

Part of the harness-claude plugin — 32 skills, 8 agents, 6 hooks, 3 MCP servers shipped together

Good fit Use it to explore what could be built, narrow down options, and prepare one direction for specification.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vasuag09/harness-claude/discover
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.

Any agent
npx skills add vasuag09/harness-claude --skill discover
Clone the repo
git clone --depth 1 https://github.com/vasuag09/harness-claude

Made for: Claude Code.

Or install harness-claude, the plugin that ships this one along with the rest of its 32 skills, 8 agents, 6 hooks, 3 MCP servers.

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 discover

README.md
[![agentmods](https://agentmods.dev/badge/skills/vasuag09/harness-claude/discover/github.svg)](https://agentmods.dev/skills/vasuag09/harness-claude/discover)
Your own site
<a href="https://agentmods.dev/skills/vasuag09/harness-claude/discover"><img src="https://agentmods.dev/badge/skills/vasuag09/harness-claude/discover/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 discover

Your own site · 80×15
<a href="https://agentmods.dev/skills/vasuag09/harness-claude/discover"><img src="https://agentmods.dev/badge/skills/vasuag09/harness-claude/discover.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 154 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,895 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 $0.00154 $0.01895
Opus 5 $0.00077 $0.00948
Sonnet 5 $0.00031 $0.00379
Haiku 4.5 $0.00015 $0.00189

Measured 10d ago against content hash 75028df31e15, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

discover 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 10d 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/discover/SKILL.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/discover — vague intent → framed problem → one chosen direction

Goal: serve the altitude above /harness-claude:spec. The pipeline's front door assumes you can already state what you want — /harness-claude:spec sharpens a known request, /harness-claude:research is reuse-first on a known problem, /harness-claude:design does UX for an already-chosen feature. /harness-claude:discover is for the step before all of them: a vague itch where you don't know the shape of the answer. It is a divergent→convergent move — open up the space of what could be done, then close it to one direction /harness-claude:spec can consume.

Opt-in & conditional. Invoked explicitly; nothing auto-routes here. If the request is already clear enough to spec, this skill says so and steps aside (see step 0) — no ceremony. Git boundary: /harness-claude:discover is read-only — it never commits, pushes, or branches.

When /harness-claude:discover, when /harness-claude:spec

  • /harness-claude:discover — you want something but can't yet state what: the goal is fuzzy, the options are unknown, or you're asking "what would make the best use of X?". It produces the request.
  • /harness-claude:spec — you can already state the request; you need it sharpened into testable acceptance criteria. If you're here, skip /harness-claude:discover.

It is strictly upstream of /harness-claude:spec, /harness-claude:research, and /harness-claude:design — it never duplicates them. It frames the problem and picks a direction; it leans on /harness-claude:research for any heavy feasibility search and hands the chosen direction to /harness-claude:spec for criteria.

How it works

[0] spec-ready?  →  [1] interrogate  →  [2] map ≤5 options  →  [3] CONVERGE to one  →  hand to /spec
        └─ if already clear: say so, route straight to /spec (no interview)

Do this

  1. Spec-ready check first (anti-ceremony). Before any interview, assess whether the request is already clear enough to spec: is the goal stated, the scope bounded, the "done" recognizable? Use the concrete test — if fewer than 3 critical unknowns (goal, target user/surface, scope boundary, success signal, hard constraints) are missing, it's spec-ready: say so and route straight to /harness-claude:spec without running the interview. Only genuinely vague intent proceeds. (AC-4)
  2. Interrogate the real goal (Socratic). Surface the underlying goal/pain/constraint behind the vague ask — ask focused questions via AskUserQuestion (group them; offer concrete options, not open-ended prose). If AskUserQuestion is unavailable, ask the same questions inline. Do not invent a direction and run with it unilaterally — pull the intent out first. (AC-5)
  3. Map the opportunity space — bounded. If step 1's answer is still a category (e.g. "novel," "make it better") rather than a direction, do not ask the user to sub-categorize it in the abstract — that fails. A vague intent means they have no pre-formed sub-axis to name; offering abstract "flavors" to choose between gets "none of these fit" (lived failure mode). Instead ground first, then show concrete: do the light mgrep / codebase pass now, then put the candidate directions in front of them as concrete things to react to — people recognize the right direction when they see it far more reliably than they can synthesize it from axes. Generate at most 5 candidates, each one line: what it is, who it serves, rough value-vs-effort, grounded in feasibility and fit (what the project already has) — not pure speculation. Defer any heavy reuse search to /harness-claude:research; this is a quick reality check, not the full hunt. Never dump an unbounded list. (AC-1, AC-7)
  4. CONVERGE — pick exactly one (the non-negotiable step). End with one recommended direction + a one-line rationale. A runner-up shortlist is allowed, but the recommendation is singular and explicit. The terminal output is a decision, not a catalog — ending with "here are some options" and no pick is an invalid exit and a failure of this skill. When the choice is genuinely the user's to make, present the ranked options via AskUserQuestion and converge on their answer — but still exit with one chosen direction, never a tie. (AC-2, AC-3)
  5. Hand off to /harness-claude:spec — and stop. Emit a tight intent statement (one screen): the framed problem, the one chosen direction, and the key constraints surfaced. This is what /harness-claude:spec restates into acceptance criteria. Do NOT write acceptance criteria here — that is /harness-claude:spec's job; producing them blurs the seam. /harness-claude:spec should be able to pick up the intent statement without re-interrogating from scratch. (AC-6, AC-8)

Read the full file on GitHub · 93 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. 10d ago First seen · 93 lines · 0 tokens per session scan A 75028df31e15

Subscribe to this mod's changes

discover is a skill published in the GitHub repository vasuag09/harness-claude (2 stars, last pushed 2mo ago), licensed MIT. It adds 154 tokens to every session and 1,895 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 2026-08-31.

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