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ankitjha67/product-architect
The most comprehensive open-source product development system. 80 AI agents. 36 frameworks. Solo founder Day 0 → IPO.
History
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Heat
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Individual skills in this repository
How it works
product-architect
When your agent uses it
Complete product development system with 80 agents and 36 frameworks. Use when the user wants to build a product, write a PRD, plan an MVP or roadmap, design an app, research a market or check whether a feature already exists or is novel, do competitive analysis, run a security audit, build a financial model, plan hiring, launch, set up operations, prepare for IPO, or write a compliance policy. Also triggers on market research, does this exist, product marketing, positioning, pricing, packaging, sales, RevOps, partnerships, developer relations, user research, growth, PLG, data engineering, data governance, privacy, DPO, DSAR, incident management, OKRs, program management, docs, localization, investor relations, M&A, procurement, RAG, LangGraph, AI agents, LLM features, customer support, backend and distributed systems, enterprise architecture, developer productivity, FinOps and cloud cost, business continuity, physical security, facilities, regulatory affairs, hardware, internal comms, vendor risk, market expansion, accessibility, data science and experimentation, unit economics, SOP, or checklist for X. Do NOT use for general knowledge questions, coding tutorials, or creative writing unrelated to product development.
What it loads into context
Frontmatter
363 tokensAlways available to the agent
SKILL.md
5,028 tokensWhen the skill is activated
Reference documents
1,141,341 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Depth Promise: Research-First, Never Surface-Level
- Critical: Read SMART-LOADER.md First
- Instructions
- Agent Directory
- Framework Directory
- Examples
- Troubleshooting
- Important
Scripts executed separately
tools/navigator.jsxtools/validate_repo.py
Files
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Read SKILL.md
# Product Architect
80 specialized agents covering every department from solo founder Day 0 to IPO.
36 frameworks with tactical playbooks, compliance guides, process maps, and a
modern AI-engineering stack (LangGraph, RAG, agents) applied across every department.
## Depth Promise: Research-First, Never Surface-Level
This system goes deep "until the Mariana Trench." Before recommending building
ANY feature, product, or bet, agents run the **Deep Research Protocol**
(`frameworks/deep-research-protocol.md`, owned by Agent 47): they investigate the
market end to end and return a grounded verdict - **"this already exists, here are
the competitors + citations, refine it"** or **"this is white-space, no competition
or citations found in this niche"** (with the honest caveat that absence of evidenceView the complete source on GitHubSkills included
- product-architect
Repository facts
- License
- MIT
- Created
- Mar 11, 2026
- Last pushed
- Sep 2, 2026
- Forks
- 23
- Open issues
- 0
- Project activity
- Slowing
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 1 note
SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 4 dangerous shell commandsin 4 files: agents/06-engineering.md:328 agents/09-security.md:281 frameworks/ai-engineering-stack.md:200 and 1 more
- 42 network referencesin 11 files: agents/34-developer-relations.md:70 START-HERE.md:14 frameworks/scenario-playbooks.md:1152 and 8 more
- 1 obfuscation signalin 1 file: tools/validate_repo.py:43
- 3 instruction override signalsin 1 file: frameworks/scenario-playbooks.md:1436
- 2 executable scriptsin 2 files: tools/navigator.jsx:1 tools/validate_repo.py:1
- 9 references to secretsin 5 files: agents/48-mobile-engineering.md:213 agents/08-devops-sre.md:281 agents/15-marketing-sales.md:339 and 2 more
- No requests to vote in Hot
Show all 61 signals by file
CHANGELOG.md
- Network accessline 3
All notable changes to Product Architect. Format follows [Keep a Changelog](https://keepachangelog.com/);
README.md
- Network accessline 7
> **This is a [Claude Skill](https://docs.anthropic.com/en/docs/agents-and-tools/skills).** Claude reads `SKILL.md`. This README is for human visitors. - Network accessline 62
git clone https://github.com/ankitjha67/product-architect.git - Network accessline 224
*Built through iterative human-AI collaboration using Claude (Anthropic). Compliant with [Anthropic's official skill guide](https://docs.anthropic.com/en/docs/agents-and-tools/skills). 25/25 skill compliance checks passed.*
SKILL.md
- Network accessline 9
category: product-development tags: [product-management, startup, prd, strategy, compliance, finance, operations, hiring, launch, saas, marketplace] repository: https://github.com/ankitjha67/product-architect - Network accessline 10
tags: [product-management, startup, prd, strategy, compliance, finance, operations, hiring, launch, saas, marketplace] repository: https://github.com/ankitjha67/product-architect --- - Network accessline 11
repository: https://github.com/ankitjha67/product-architect
START-HERE.md
- Network accessline 14
You have access to a system of 80 specialized agents and 36 frameworks hosted at: https://github.com/ankitjha67/product-architect - Network accessline 15
https://github.com/ankitjha67/product-architect - Network accessline 63
> the specialized agent file. Could you go to: > > **https://github.com/ankitjha67/product-architect/blob/main/agents/[XX-name].md** - Network accessline 64
> > **https://github.com/ankitjha67/product-architect/blob/main/agents/[XX-name].md** > - Network accessline 65
> **https://github.com/ankitjha67/product-architect/blob/main/agents/[XX-name].md** - Network accessline 96
> "For the best results, I also need the [framework name] file: > **https://github.com/ankitjha67/product-architect/blob/main/frameworks/[name].md** - Network accessline 97
> **https://github.com/ankitjha67/product-architect/blob/main/frameworks/[name].md**
agents/06-engineering.md
- Dangerous shell operationline 328
- Insecure output handling: model output flowing into SQL/shell/eval()/HTML must be
agents/08-devops-sre.md
- Access to secretsline 281
[Credential-related source omitted]
agents/09-security.md
- Dangerous shell operationline 281
□ Validate & escape model output before it flows into eval(), SQL, shell, or HTML
agents/15-marketing-sales.md
- Access to secretsline 339
[Credential-related source omitted]
agents/24-wellness-performance.md
- Access to secretsline 64
[Credential-related source omitted]
agents/34-developer-relations.md
- Network accessline 70
|------------------|-------------------|-------------------------------|-----------| | Docs → signup <8% | Signup gated behind sales or a credit card; no free tier | Self-serve signup, GitHub OAuth, free tier with real limits, a "get your k - Network accessline 71
| Docs → signup <8% | Signup gated behind sales or a credit card; no free tier | Self-serve signup, GitHub OAuth, free tier with real limits, a "get your key" CTA above the fold on every docs page | 2-4 weeks | | Signup → first call <60%/24 - Network accessline 72
| Signup → first call <60%/24h | No key at signup; quickstart starts with an SDK install | Auto-provision `sk_test_` visible in 10s + a prefilled curl the dev can paste; curl-first quickstart | 1-3 weeks | - Network accessline 121
- One canonical quickstart per language that hits TTFHW < 5 min. - Pre-filled test API key for logged-in readers (no "go generate a key" detour). - Curl-first, then the SDK - developers trust curl because it has no hidden magic. - Network accessline 123
- Curl-first, then the SDK - developers trust curl because it has no hidden magic. - Network accessline 172
"message": "Missing required param: 'amount'. Provide an integer in paise.", "param": "amount", "doc_url": "https://docs.acme.dev/errors/parameter_missing", - Network accessline 173
"param": "amount", "doc_url": "https://docs.acme.dev/errors/parameter_missing", "request_id": "req_1a2b3c" - Network accessline 174
"doc_url": "https://docs.acme.dev/errors/parameter_missing", - Network accessline 271
1. Sign up (email/GitHub OAuth - offer GitHub, devs hate forms) 2. Land on dashboard with TEST key already visible + curl snippet pre-filled with it - Network accessline 272
2. Land on dashboard with TEST key already visible + curl snippet pre-filled with it
agents/42-content-docs.md
- Network accessline 540
fixing the REFERENCE (add `amount` description, units = paise, runnable example). 3. Generate reference from the OpenAPI spec (with Agent 34); hand-write the how-to with real cURL + Node + Python samples that run in CI so they can't go s - Network accessline 541
3. Generate reference from the OpenAPI spec (with Agent 34); hand-write the how-to with real cURL + Node + Python samples that run in CI so they can't go stale. 4. Add an error-message contract for the common failure (refund > captured a - Network accessline 542
real cURL + Node + Python samples that run in CI so they can't go stale.
agents/48-mobile-engineering.md
- Access to secretsline 213
[Credential-related source omitted] - Network accessline 308
□ Frequency caps per user per week, quiet hours in the user's local timezone (Agent 43), an in-app preference centre. Uninstall punishes spam. DEEP LINKS - get this wrong and every campaign leaks users to the store: □ iOS Universal Links: a - Network accessline 309
DEEP LINKS - get this wrong and every campaign leaks users to the store: □ iOS Universal Links: apple-app-site-association at https://domain/.well-known/, served as application/json, no redirects, no auth. Android App Links: assetlinks.js - Network accessline 310
□ iOS Universal Links: apple-app-site-association at https://domain/.well-known/, served as application/json, no redirects, no auth. Android - Access to secretsline 346
[Credential-related source omitted] - Access to secretsline 347
[Credential-related source omitted] - Access to secretsline 368
[Credential-related source omitted] - Access to secretsline 375
[Credential-related source omitted]
agents/65-backend-distributed-systems.md
- Network accessline 97
| Style | Best fit | Real strengths | Real costs | |---|---|---|---| | **REST / JSON over HTTP** | Public APIs, partner integrations, anything a stranger must call from curl | Ubiquitous tooling, cacheable via HTTP semantics, debuggable by - Network accessline 98
|---|---|---|---| | **REST / JSON over HTTP** | Public APIs, partner integrations, anything a stranger must call from curl | Ubiquitous tooling, cacheable via HTTP semantics, debuggable by anyone, no client library needed | Verbose, weakly - Network accessline 99
| **REST / JSON over HTTP** | Public APIs, partner integrations, anything a stranger must call from curl | Ubiquitous tooling, cacheable via HTTP semantics, debuggable by anyone, no client library needed | Verbose, weakly typed without a sc
frameworks/ai-engineering-stack.md
- Dangerous shell operationline 200
LLM02 Insecure output - model output flows into eval()/SQL/shell/HTML. Validate &
frameworks/prd-framework.md
- Dangerous shell operationline 282
| ML or LLM in the user path | AI eval (63), Privacy (39) | AI eval (63) |
frameworks/scenario-playbooks.md
- Network accessline 1152
DAY 3 - FIX THE TOP 3 (ranked by seconds lost): □ Test key: auto-provision an `sk_test_` key on signup, visible in 10s, pre-filled into a runnable curl snippet on the dashboard ("Run this →" button). - Network accessline 1153
□ Test key: auto-provision an `sk_test_` key on signup, visible in 10s, pre-filled into a runnable curl snippet on the dashboard ("Run this →" button). □ Quickstart: rewrite curl-first, then the SDK. One canonical quickstart per language. - Network accessline 1154
into a runnable curl snippet on the dashboard ("Run this →" button). - Network accessline 1361
DAY 3 - WRITE THE 5-MINUTE QUICKSTART: □ Curl-first, then the SDK (devs trust curl - no hidden magic). Copy-paste must run - Network accessline 1362
□ Curl-first, then the SDK (devs trust curl - no hidden magic). Copy-paste must run - Instruction override signalline 1436
⛔ Rewriting only the happy path - empty/error/loading states are where users actually rage-quit ⛔ Clever copy that adds a beat of "wait, what?" - onboarding is not the place for jokes ⛔ Generic errors ("something went wrong") that don't tel - Instruction override signalline 1437
⛔ Clever copy that adds a beat of "wait, what?" - onboarding is not the place for jokes ⛔ Generic errors ("something went wrong") that don't tell the user what to fix ⛔ Changing copy AND layout together (you'll never know which moved the me - Instruction override signalline 1438
⛔ Generic errors ("something went wrong") that don't tell the user what to fix - Access to secretsline 2535
[Credential-related source omitted]
references/github-readme.md
- Network accessline 11
Product Architect is a multi-agent skill system for [Claude](https://claude.ai) that transforms any product idea into a complete, executable blueprint. It covers **every department, function, process, and policy** that exists in a world-cla
tools/navigator.jsx
- Executable scriptline 1
Executable file - Network accessline 183
<div style={{ minHeight: "100vh", background: C.bg, color: C.text, fontFamily: "'Inter', system-ui, -apple-system, sans-serif" }}> <style>{` @import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700& - Network accessline 184
<style>{ @import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap'); - Network accessline 185
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap');
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Declared and executed: 1 fact
- Contacts fonts.googleapis.com, which SKILL.md, the README and the plugin manifest do not mentiontools/navigator.jsx:185High confidence
Signal confidence: 61 facts
- Network access in prose of documentationCHANGELOG.md:3Low confidence
- Network access in prose of documentationREADME.md:7Low confidence
- Network access in code of documentationREADME.md:62Low confidence
- Network access in prose of documentationREADME.md:224Low confidence
- Network access in the frontmatter of the SKILL.mdSKILL.md:9Low confidence
- Network access in the frontmatter of the SKILL.mdSKILL.md:10Low confidence
- Network access in the frontmatter of the SKILL.mdSKILL.md:11Low confidence
- Network access in prose of documentationSTART-HERE.md:14Low confidence
- Network access in prose of documentationSTART-HERE.md:15Low confidence
- Network access in prose of documentationSTART-HERE.md:63Low confidence
- Network access in prose of documentationSTART-HERE.md:64Low confidence
- Network access in prose of documentationSTART-HERE.md:65Low confidence
- Network access in prose of documentationSTART-HERE.md:96Low confidence
- Network access in prose of documentationSTART-HERE.md:97Low confidence
- Dangerous shell operation in code of documentationagents/06-engineering.md:328Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valueagents/08-devops-sre.md:281Low confidence
- Dangerous shell operation in code of documentationagents/09-security.md:281Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valueagents/15-marketing-sales.md:339Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valueagents/24-wellness-performance.md:64Low confidence
- Network access in code of documentationagents/34-developer-relations.md:70Low confidence
- Network access in code of documentationagents/34-developer-relations.md:71Low confidence
- Network access in code of documentationagents/34-developer-relations.md:72Low confidence
- Network access in prose of documentationagents/34-developer-relations.md:121Low confidence
- Network access in prose of documentationagents/34-developer-relations.md:123Low confidence
- Network access in code of documentationagents/34-developer-relations.md:172Low confidence
- Network access in code of documentationagents/34-developer-relations.md:173Low confidence
- Network access in code of documentationagents/34-developer-relations.md:174Low confidence
- Network access in code of documentationagents/34-developer-relations.md:271Low confidence
- Network access in code of documentationagents/34-developer-relations.md:272Low confidence
- Network access in prose of documentationagents/42-content-docs.md:540Low confidence
- Network access in prose of documentationagents/42-content-docs.md:541Low confidence
- Network access in prose of documentationagents/42-content-docs.md:542Low confidence
- Access to secrets in code of documentationagents/48-mobile-engineering.md:213Low confidence
- Network access in code of documentationagents/48-mobile-engineering.md:308Low confidence
- Network access in code of documentationagents/48-mobile-engineering.md:309Low confidence
- Network access in code of documentationagents/48-mobile-engineering.md:310Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valueagents/48-mobile-engineering.md:346Low confidence
- Access to secrets in code of documentationagents/48-mobile-engineering.md:347Low confidence
- Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valueagents/48-mobile-engineering.md:368Low confidence
- Access to secrets in code of documentationagents/48-mobile-engineering.md:375Low confidence
- Network access in prose of documentationagents/65-backend-distributed-systems.md:97Low confidence
- Network access in prose of documentationagents/65-backend-distributed-systems.md:98Low confidence
- Network access in prose of documentationagents/65-backend-distributed-systems.md:99Low confidence
- Dangerous shell operation in code of documentationframeworks/ai-engineering-stack.md:200Low confidence
- Dangerous shell operation in code of documentationframeworks/prd-framework.md:282Low confidence
- Network access in code of documentationframeworks/scenario-playbooks.md:1152Low confidence
- Network access in code of documentationframeworks/scenario-playbooks.md:1153Low confidence
- Network access in code of documentationframeworks/scenario-playbooks.md:1154Low confidence
- Network access in code of documentationframeworks/scenario-playbooks.md:1361Low confidence
- Network access in code of documentationframeworks/scenario-playbooks.md:1362Low confidence
and 11 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.