product-concept
Skill1 starsChanged 3 months agoMITView on GitHub
Guided authoring of the product-level concept document for an app/web/service project — problem statement, target users, value proposition, differentiation, and scope tiers — written to product/prd/product-concept.md. This is the document every feature PRD is derived from, so run it before /create-prd. Use when starting a product-track project, when /create-prd or /gate-check reports the product concept is missing, or when the user says 'define the product', 'what are we building', 'write the product concept'. Do NOT use for a game concept (that is /brainstorm → design/gdd/game-concept.md), and do NOT use for a single feature's requirements (that is /create-prd).
1 other project uses a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- dawn840705/codex-code-studiosedited, first seen Aug 28, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- dawn840705/codex-code-studios★ 1795% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository90 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- adoptSkill
- api-cost-gateSkill
- architecture-decisionSkill
- architecture-reviewSkill
- art-bibleSkill
- asset-auditSkill
- asset-specSkill
- balance-checkSkill
- brainstormSkill
- bug-reportSkill
- bug-triageSkill
- changelogSkill
- code-reviewSkill
- consistency-checkSkill
- content-auditSkill
- create-architectureSkill
- create-control-manifestSkill
- create-epicsSkill
- create-prdSkill
- create-storiesSkill
- day-one-patchSkill
- design-reviewSkill
- design-systemSkill
- dev-storySkill
- doc-relinkSkill
- estimateSkill
- gate-checkSkill
- governance-bible-initSkill
- helpSkill
- hotfixSkill
- humanize-koreanSkill
- humanize-redoSkill
- humanizeSkill
- launch-checklistSkill
- legacy-purgeSkill
- lesson-logSkill
- lesson-reviewSkill
- localizeSkill
- map-systemsSkill
- milestone-reviewSkill
- onboardSkill
- patch-notesSkill
- perf-profileSkill
- playtest-reportSkill
- project-stage-detectSkill
- propagate-design-changeSkill
- prototypeSkill
- qa-planSkill
- quick-designSkill
- regression-suiteSkill
- release-checklistSkill
- remove-bgSkill
- retrospectiveSkill
- reverse-documentSkill
- review-all-gddsSkill
- scope-checkSkill
- security-auditSkill
- self-loopSkill
- setup-engineSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 3 are distinctive, and 5 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
When this skill is invoked:
- Very specific: line 15
If --review [full|lean|solo] was passed → use that
- Very specific: line 25
If product/prd/product-concept.md already exists, do not overwrite.
- Distinctive: line 27
Never touch section content that is already written.
- Distinctive: line 33
Read before asking the user anything:
- Very specific: line 54
Use AskUserQuestion for constrained choices (target segment, scope tier boundaries, monetization posture).
- Very specific: line 107
If [B]: ask which section using AskUserQuestion with the section names from § 3.
- Very specific: line 118
After writing, state one of these — the downstream skills and /gate-check architecture depend on knowing which:
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
When this skill is invoked:
1. Parse Arguments & Check Track
Resolve the review mode (once, store for all gate spawns this run):
- If
--review [full|lean|solo]was passed → use that - Else read
production/review-mode.txt→ use that value - Else → default to
lean
Confirm the track before writing anything. This skill produces a product
concept. If PROJECT_TYPE is game, stop and route to /brainstorm instead —
the two documents are not interchangeable and design/gdd/game-concept.md is
what the game track's gates look for. If PROJECT_TYPE is unknown, ask which
one the project is before proceeding.
If product/prd/product-concept.md already exists, do not overwrite. Read
it, identify missing or placeholder sections, and offer to fill only those.
Never touch section content that is already written.
2. Gather Context (Read Phase)
Read before asking the user anything:
- Stack pin:
.claude/docs/technical-preferences.md— platform and framework constrain what the product can be. If missing, note it; the concept can be written first, but say so rather than assuming a stack. - Existing PRDs: Glob
product/prd/prd-*.md. On a project that grew feature PRDs before anyone wrote the concept, those PRDs are the evidence of what the product actually became. Read them and reconcile — do not invent a concept that contradicts shipped features. - Prior exploration: any
/brainstormoutput or discovery notes the user points at.
3. Author Section by Section (Write Phase)
Walk the user through each section in order, one at a time: propose a draft from what you read, ask for corrections, then move on. Do not generate the whole document silently — this is the one document where a wrong assumption propagates into every downstream PRD.
Use AskUserQuestion for constrained choices (target segment, scope tier
boundaries, monetization posture). Ask open questions as plain text so the user
can answer freely.
Required sections:
- One-line definition — what this is, in a sentence a stranger understands.
- Problem & opportunity — whose problem, how they solve it today, why that is bad enough to change. A problem statement with no current alternative is a warning sign, not a green field: it usually means the problem is not felt.
- Target users — primary segment first, with the situation they are in when they would reach for this. Secondary segments are explicitly secondary.
- Value proposition & differentiation — what this does that the existing options do not. Name the alternatives, including "do nothing manually in a spreadsheet", which is the most common competitor and the most often ignored.
- Core loop — the repeating user action that makes the product work. If the product has no repeat use, say so explicitly and state what replaces retention.
- Scope tiers — MVP / next / later. The MVP tier is what you would ship if you had to ship in a third of the planned time.
- Success metrics — how you will know it worked, and the threshold that
would make you stop. Apply
rules/claim-confidence.md§ 3.1: at launch sample sizes, name raw counts, not ratios. - Risks & assumptions — the assumptions that, if wrong, invalidate the
concept. Mark each as verified, estimated, or unverified per
rules/claim-confidence.md. - Out of scope — what this product is deliberately not. A concept with no out-of-scope section has not made any decisions yet.
Any market size, competitor fact, pricing, or regulatory claim follows
rules/claim-confidence.md: cite the source, or mark (추정) with the
arithmetic, or [확인 필요]. Do not write these from memory. If the user can
answer it faster than a search, ask the user.
4. Director Gate
See .claude/docs/director-gates.md for the full check pattern.
full→ spawnproduct-managervia Task to review the concept for internal consistency (does the core loop serve the stated problem, do the scope tiers hold the value proposition) before writing.lean/solo→ skip. Note the skip in the output.
5. Write Approval
Use AskUserQuestion:
- Prompt: "Product concept is ready. May I write it to
product/prd/product-concept.md?" - Options:
[A] Yes — write it/[B] Not yet — revise a section first
If [B]: ask which section using AskUserQuestion with the section names from
§ 3. Show the revised section as a clear before/after, then ask again. Repeat
until the user selects [A].
On approval, write product/prd/product-concept.md, creating the directory if
needed.
6. Report the Verdict
After writing, state one of these — the downstream skills and /gate-check
architecture depend on knowing which:
- COMPLETE — all nine sections written, every claim either sourced or marked,
no
[확인 필요]blocking an MVP-tier decision./create-prdcan start. - CONCERNS — written and usable, but list each
[확인 필요]that a feature PRD will inherit. These are the assumptions that will propagate; name them here or they will surface as facts in three PRDs' time. - BLOCKED — a decision only the user can make is missing (target segment,
monetization posture, a regulatory question). Do not guess it to finish the
document. Record it in
production/human-actions.mdperrules/work-records.md§ 2 and stop.
7. Next Steps
List these in order:
- "Pin the stack in
.claude/docs/technical-preferences.mdif it is not pinned yet — the product-track equivalent of/setup-engine" - "Write the first feature PRD with
/create-prd <feature>— one per MVP-tier feature" - "Design the screens with
/ux-designonce the MVP features have PRDs" - "Validate readiness to advance with
/gate-check architecture"
Relationship to Neighbouring Skills
| Skill | Layer | Artifact |
/brainstorm | exploration, game framing | design/gdd/game-concept.md |
/product-concept | product level | product/prd/product-concept.md |
/create-prd | feature level | product/prd/prd-<feature>.md |
/create-prd reads this document and fails without it. That was the gap this
skill closes: the product track required the artifact and named no skill that
wrote it.
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