Expert Team
ReJeCtAll/ExpertTeam-Codex
专家团总路由器。用于 Codex CLI 的 $expert-team 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Agent skill
by mattgierhart in mattgierhart/PRD-driven-context-engineering
Define lifecycle stages and marketing → sales / CSM handoff rules for leads captured by GTM channels during PRD v0.8 Deployment & Ops.
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .claude/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .claude/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoffType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .agents/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .agents/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .cursor/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .cursor/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mattgierhart/PRD-driven-context-engineering.git --path .claude/skills/prd-v08-marketing-ops-handoff--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .gemini/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .gemini/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoffInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .github/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .github/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/prd-v08-marketing-ops-handoff .opencode/skills/prd-v08-marketing-ops-handoff && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prd-v08-marketing-ops-handoff" agent skill from https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v08-marketing-ops-handoff into .opencode/skills/prd-v08-marketing-ops-handoff/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-v08-marketing-ops-handoff", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
prd-v08-marketing-ops-handoffDefine lifecycle stages and marketing → sales / CSM handoff rules for leads captured by GTM channels during PRD v0.8 Deployment & Ops.
Prd V08 Marketing Ops Handoff is an agent skill from mattgierhart/PRD-driven-context-engineering. Define lifecycle stages and marketing → sales / CSM handoff rules for leads captured by GTM channels during PRD v0.8 Deployment & Ops. Triggers on requests to set up lead lifecycle, define MQL/SQL criteria, build handoff process, or when user asks "what's an MQL?", "marketing to sales handoff", "lead lifecycle", "lead routing", "RevOps", "MOPS", "marketing operations". Outputs BR-MOPS- lifecycle rules and GTM-MOPS- handoff flow entries.
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering PRD writing, Go-to-market strategy and CRM management. It works with SQL. The repository describes itself as: PRD-Led Context Engineering — Memory as Infrastructure. An ontology layer for product teams building products that solve real problems — with AI agents that remember. Gated PRD… The licence is MIT.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 30ed1b0. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Prd V08 Marketing Ops Handoff loads about 2.7k tokens when it runs. Until then it costs about 118 tokens; SKILL.md has 1,069 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from mattgierhart/PRD-driven-context-engineering at commit 30ed1b0, republished under its MIT licence (© mattgierhart). 1,069 words, ~2,698 tokens.
.claude/skills/prd-v08-marketing-ops-handoff/SKILL.md (or your agent's skills folder).Position in workflow: v0.8 Monitoring Setup → v0.8 Marketing-Ops Handoff → v0.9 Launch Channels (ORB), v0.9 Cold Outreach
Default is standard. See .claude/rules/08-skill-execution-modes.md for selection logic.
| Mode | What this skill produces |
|---|---|
| quick | 3-stage lifecycle (Anonymous → Lead → Customer); single handoff rule; SLA per stage |
| standard | Full 5-stage lifecycle (Anonymous → MQL → SQL → Opportunity → Customer); entry/exit criteria; handoff payload spec; SLAs |
| deep | Full lifecycle + per-segment routing (by ICP / region / size); scoring model; rejection-loop rules; SLA monitoring + escalation |
Defines the lifecycle stages a lead passes through from first touch to customer (or churn), plus the handoff rules at each transition. Without this, marketing-captured leads get dropped, double-worked, or never followed up. With this, you have an auditable definition of who owns what at each moment.
This skill applies primarily to B2B and prosumer products with a human-touch sales motion (founder-led sales, BDR/SDR teams, customer-success-led expansion). Pure self-serve products use a simpler version: lifecycle = Anonymous → Trial → Paid, with no human handoff.
B2B SaaS, $200/month entry price, sales-assisted motion.
| Stage | Entry criteria | Exit criteria | Owner | SLA |
|---|---|---|---|---|
| Anonymous | Any first touch | Filled form OR signed up | Marketing | n/a |
| MQL | Filled high-intent form (demo request, pricing page) | BDR qualifies in OR disqualifies | BDR | 1 business hour |
| SQL | BDR confirms fit + intent | AE accepts OR rejects | BDR → AE | 30 min |
| Opportunity | AE held discovery, budget + authority confirmed | Closed-won OR closed-lost | AE | 24 hr per touch |
| Customer | Closed-won contract signed | Churn OR expand | CS | Onboarding kickoff <1 business day |
Handoff payload at MQL → SQL (BDR → AE):
Rejection routing at SQL → AE rejection ("too small"): lead returns to MQL queue with "small-team" tag; BDR can re-engage in 90 days if size signal changes.
| Trigger | Mode |
|---|---|
| B2B / sales-assisted product, pre-launch | standard |
| Hybrid PLG + Sales motion | deep |
| Pure self-serve consumer product | skip — overkill |
| Adding human sales to existing self-serve | standard |
| Sales velocity issues (leads dying in queue) | deep (rebuild with SLAs) |
| Pre-Series A audit (investor wants to see process) | deep |
When this skill runs before v0.9, channel and offer references use placeholders that get reconciled when v0.9 finalizes.
SoT/SoT.BUSINESS_RULES.mdBR-MOPS-XXX: Lifecycle Stage — [Stage name]
Type: Lifecycle-Stage
Order: [#]
Status: Active
Stage: [Anonymous | Signup | Activated | MQL | SQL | Opportunity | Customer | Expansion]
Entry criteria:
- [Criterion 1 — e.g., "Filled out demo request form"]
- [Criterion 2 — e.g., "Reached usage threshold X"]
Exit criteria (progression):
- To [next stage]: [Criterion]
Exit criteria (disqualification):
- [Criterion that routes back to earlier stage or out]
Owner: [Marketing automation | BDR/SDR | AE | CS | Founder]
SLA:
Response time after entering this stage: [duration]
Escalation: [What happens if SLA missed]
Linked IDs: PER-XXX (fit signals), GTM-YYY (source channels), BR-PRICING-ZZZ (tier threshold), KPI-AAA (conversion rate)GTM-MOPS-XXX: Handoff — [Stage A] → [Stage B]
Type: Handoff
Status: Active
From: [Stage A] (owner: ...)
To: [Stage B] (owner: ...)
Trigger: [Specific event — e.g., "BDR marks lead as Qualified in CRM"]
Payload (what context transfers):
- Source: [GTM-* channel]
- Touchpoint history: [What they engaged with]
- Best-fit signals: [Firmographic + behavioral match]
- Disqualifiers: [Anything that ruled out earlier stages]
- Open questions: [What new owner should clarify]
Rejection rule:
Condition: [When does the new owner reject this handoff?]
Routing: [Where does the rejected lead go? Nurture / disqualified / requeue]
Re-engagement: [Conditions under which this lead can return]
SLA: [Response time required from new owner]
Linked IDs: BR-MOPS-AAA (Stage A rule), BR-MOPS-BBB (Stage B rule)| Pattern | Signal | Fix |
|---|---|---|
| MQL = "anyone who filled a form" | High-volume MQLs with 1% SQL conversion | Tighten MQL entry criteria; add fit-signal scoring |
| No rejection routing | Leads die when SQL → AE rejects | Define where rejected leads go (nurture, disqualified, requeue) |
| SLA without escalation | "Respond in 1 hour" with no consequence if missed | SLA must have an escalation path |
| Handoff without payload | New owner asks "who is this?" | Mandatory payload fields at every handoff |
| Stages without owners | "We'll figure out who handles SQLs later" | One owner per stage; named role minimum |
| Lifecycle for self-serve | $20/month consumer product with MQL/SQL/OPP | Use Signup → Activated → Paid; no human handoff |
| No SLA monitoring | SLAs exist on paper, missed in practice | Drift-monitor SLA via MON-DRIFT- |
Before activating handoff:
| Consumer | What it uses | Example |
|---|---|---|
| Launch Channels (ORB) | Each channel's leads enter the lifecycle at Anonymous | GTM-002 (Product Hunt) → Anonymous → MQL routing |
| Cold Outreach (Tiered) | Tier 1/2/3 sequences map to lifecycle stages | Tier 1 = SQL-tier ABM; Tier 3 = MQL nurture |
| Launch Metrics | Stage conversion rates become KPI- entries | KPI-MQL-to-SQL-conversion |
| Feedback Loop Setup | Rejected leads' "why we passed" reasons feed CFD- | Pattern: "too small" rejections → CFD- pricing signal |
| Drift Monitoring | SLA drift catches process decay | MON-DRIFT-MQL-response-SLA |
marketing-ops and revenue-operations skills (claude-skills)references/ — lifecycle shapes vary; this skill encodes the discipline, not a specific shape)© mattgierhart, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/prd-v08-marketing-ops-handoff of mattgierhart/PRD-driven-context-engineering.
Open the folder on GitHubat commit 30ed1b0
Prd V08 Marketing Ops Handoff next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prd V08 Marketing Ops Handoff this skillmattgierhart/PRD-driven-context-engineering | 180 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Expert TeamReJeCtAll/ExpertTeam-Codex | 113 | — | ~667 | Automated safety check: Pass | MIT | |
| RevopsAvdLee/RocketSimApp | 806 | 6 repos | ~3.7k | Automated safety check: Pass | Custom licence | |
| PlaidBuildGreatProducts/plaid | 218 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Product Manager SkillsDigidai/product-manager-skills | 185 | — | ~6.1k | Automated safety check: Pass | CC-BY-NC-4.0 | |
| Prd Generatorricneves-ai/flowgrammers-skills | 115 | — | ~2k | Automated safety check: Pass | MIT |
ReJeCtAll/ExpertTeam-Codex
专家团总路由器。用于 Codex CLI 的 $expert-team 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
AvdLee/RocketSimApp
When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
BuildGreatProducts/plaid
Product Led AI Development — guides founders from idea to launched product.
Digidai/product-manager-skills
PM skill for Claude Code, Codex, Cursor, and Windsurf. An agent skill from Digidai/product-manager-skills.
ricneves-ai/flowgrammers-skills
Gerador de PRD (Product Requirements Document) em portugues-BR a partir de um Product Brief.
Jaganpro/sf-skills
Salesforce Data Cloud Retrieve phase. An agent skill from Jaganpro/sf-skills.
mattgierhart/PRD-driven-context-engineering
Validates gate criteria before PRD lifecycle advancement by delegating to the readiness scoring pipeline (scripts/readiness.py).
mattgierhart/PRD-driven-context-engineering
Extracts durable insights from temp/ files to SoT during EPIC Phase E.
mattgierhart/PRD-driven-context-engineering
Validates and registers new SoT IDs with cross-reference integrity.
mattgierhart/PRD-driven-context-engineering
Creates new Source of Truth (SoT) files when existing templates don't fit your needs.
mattgierhart/PRD-driven-context-engineering
Transform vague product ideas into evidence-anchored problem statements for PRD v0.1 Spark.
mattgierhart/PRD-driven-context-engineering
Transform validated pain points into articulated user value statements for PRD v0.1 Spark.
Works with
Categories
Define lifecycle stages and marketing → sales / CSM handoff rules for leads captured by GTM channels during PRD v0.8 Deployment & Ops. Prd V08 Marketing Ops Handoff is an agent skill from mattgierhart/PRD-driven-context-engineering.8 Deployment & Ops.
Prd V08 Marketing Ops Handoff fits situations like: requests to set up lead lifecycle; define MQL/SQL criteria; build handoff process; user asks whats an MQL?.
Run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a claude-code`. Or copy the skill folder (.claude/skills/prd-v08-marketing-ops-handoff in mattgierhart/PRD-driven-context-engineering) into .claude/skills/prd-v08-marketing-ops-handoff in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a codex`. Or copy the skill folder (.claude/skills/prd-v08-marketing-ops-handoff in mattgierhart/PRD-driven-context-engineering) into .agents/skills/prd-v08-marketing-ops-handoff in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prd-v08-marketing-ops-handoff, .gemini/skills/prd-v08-marketing-ops-handoff, .github/skills/prd-v08-marketing-ops-handoff and .opencode/skills/prd-v08-marketing-ops-handoff in your project.
SKILL.md names no scripts, command-line tools or credentials: Prd V08 Marketing Ops Handoff is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Prd V08 Marketing Ops Handoff is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Prd V08 Marketing Ops Handoff: Expert Team (ReJeCtAll/ExpertTeam-Codex, 113 stars), Revops (AvdLee/RocketSimApp, 806 stars), Plaid (BuildGreatProducts/plaid, 218 stars) and Product Manager Skills (Digidai/product-manager-skills, 185 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mattgierhart (a GitHub user) maintains it in mattgierhart/PRD-driven-context-engineering, which has 180 GitHub stars. The repository holds 45 skills in this directory. The repository was last updated on August 31, 2026.
Source: mattgierhart/PRD-driven-context-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.