Agent skill

Prd V08 Marketing Ops Handoff

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.

MITAuto-check passedProduct & Project Management

Install Prd V08 Marketing Ops Handoff

skills CLI
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-marketing-ops-handoff -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-marketing-ops-handoff --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
prd-v08-marketing-ops-handoff
GitHub stars
180
Token cost
~2.7k tokens
SKILL.md length
1,069 words
Files
1
Skills in repo
45
Repo updated
First seen
Licence
MIT

At a glance

Define lifecycle stages and marketing → sales / CSM handoff rules for leads captured by GTM channels during PRD v0.8 Deployment & Ops.

  • Works in 7 steps: Pick the lifecycle shape — Match the… → Define entry criteria per stage — What… → Define exit criteria per stage — Two… → …
  • Requests to set up lead lifecycle
  • SKILL.md covers Execution Mode, What This Does, How It Works and Example, plus 9 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

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.

When your agent uses it

  • Requests to set up lead lifecycle
  • Define MQL/SQL criteria
  • Build handoff process
  • User asks whats an MQL?

Example prompts

  • “s an MQL?”
  • “marketing to sales handoff”
  • “lead lifecycle”
  • “/prd-v08-marketing-ops-handoff”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Pick the lifecycle shape — Match the product
  2. Define entry criteria per stage — What event/behavior moves a lead into this stage? Examples
  3. Define exit criteria per stage — Two paths out: progress (to next stage) and disqualify (back to nurture or out). Disqualification rules…
  4. Map ownership — Who owns the lead at each stage
  5. Define handoff payload — When a lead moves between owners, what context goes with them? At minimum
  6. Set SLAs per stage — How fast must the new owner respond after handoff? MQL → BDR typically <1 business hour for high-signal, <1 business…
  7. Plan rejection routing — When SQL → AE handoff is rejected ("not a fit"), where does the lead go? Back to nurture, disqualified, requeued?…

What it can do on your machine

Read from SKILL.md and the folder at commit 30ed1b0. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Glob
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

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.

Always · name and description, kept in context so the agent knows when to use it
~118
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from mattgierhart/PRD-driven-context-engineering at commit 30ed1b0, republished under its MIT licence (© mattgierhart). 1,069 words, ~2,698 tokens.

Download SKILL.mdSave it as .claude/skills/prd-v08-marketing-ops-handoff/SKILL.md (or your agent's skills folder).
name
prd-v08-marketing-ops-handoff
description
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.
allowed-tools
Read, Write, Edit, Glob, Grep
context
fork
execution_modes.default
standard
execution_modes.supports
quick, standard, deep

Marketing-Ops Handoff (Lead Lifecycle + Sales Routing)

Position in workflow: v0.8 Monitoring Setup → v0.8 Marketing-Ops Handoff → v0.9 Launch Channels (ORB), v0.9 Cold Outreach

Execution Mode

Default is standard. See .claude/rules/08-skill-execution-modes.md for selection logic.

ModeWhat this skill produces
quick3-stage lifecycle (Anonymous → Lead → Customer); single handoff rule; SLA per stage
standardFull 5-stage lifecycle (Anonymous → MQL → SQL → Opportunity → Customer); entry/exit criteria; handoff payload spec; SLAs
deepFull lifecycle + per-segment routing (by ICP / region / size); scoring model; rejection-loop rules; SLA monitoring + escalation

What This Does

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.

How It Works

  1. Pick the lifecycle shape — Match the product:
    • Self-serve: Anonymous → Signup → Activated → Paid → Expanded
    • Sales-assisted: Anonymous → MQL → SQL → Opportunity → Customer
    • Hybrid (PLG + Sales): Anonymous → Signup → Activated → Paid → SQL → Opportunity → Expansion
  2. Define entry criteria per stage — What event/behavior moves a lead into this stage? Examples:
    • MQL: filled out a high-intent form, downloaded gated content, hit usage threshold
    • SQL: explicit "talk to sales" or scoring threshold reached
    • Opportunity: discovery call held, budget + authority confirmed
  3. Define exit criteria per stage — Two paths out: progress (to next stage) and disqualify (back to nurture or out). Disqualification rules matter as much as progression.
  4. Map ownership — Who owns the lead at each stage:
    • Anonymous: marketing automation
    • MQL: BDR/SDR
    • SQL: AE / founder
    • Opportunity: AE / founder
    • Customer: CS / founder
  5. Define handoff payload — When a lead moves between owners, what context goes with them? At minimum:
    • Source (which GTM-* channel produced this lead)
    • Touchpoint history (what they've engaged with)
    • Best-fit signals (firmographic match, behavioral fit)
    • Disqualifiers (anything that ruled out an earlier stage)
    • Open questions (what the next owner should clarify)
  6. Set SLAs per stage — How fast must the new owner respond after handoff? MQL → BDR typically <1 business hour for high-signal, <1 business day for low-signal. SQL → AE typically <30 minutes.
  7. Plan rejection routing — When SQL → AE handoff is rejected ("not a fit"), where does the lead go? Back to nurture, disqualified, requeued? Without this rule, leads die in limbo.

Example

B2B SaaS, $200/month entry price, sales-assisted motion.

StageEntry criteriaExit criteriaOwnerSLA
AnonymousAny first touchFilled form OR signed upMarketingn/a
MQLFilled high-intent form (demo request, pricing page)BDR qualifies in OR disqualifiesBDR1 business hour
SQLBDR confirms fit + intentAE accepts OR rejectsBDR → AE30 min
OpportunityAE held discovery, budget + authority confirmedClosed-won OR closed-lostAE24 hr per touch
CustomerClosed-won contract signedChurn OR expandCSOnboarding kickoff <1 business day

Handoff payload at MQL → SQL (BDR → AE):

  • Source: GTM-002 (Product Hunt) + retargeting
  • Touchpoints: 3 blog posts, demo video, pricing page (3×)
  • Best-fit signals: 50-person SaaS (matches PER-001), VP Eng signed up
  • Disqualifiers: none
  • Open questions: confirm budget owner; confirm timeline

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.

What You Get Back

  • BR-MOPS-* lifecycle rule entries — One per stage with entry/exit/owner/SLA
  • GTM-MOPS-* handoff flow entries — One per transition (MQL→SQL, SQL→OPP, etc.) with payload spec
  • Rejection-routing rules — Disqualifier-aware routing back to nurture
  • SLA monitoring plan — Hooks into MON-DRIFT-* for SLA drift watching

When to Use It

TriggerMode
B2B / sales-assisted product, pre-launchstandard
Hybrid PLG + Sales motiondeep
Pure self-serve consumer productskip — overkill
Adding human sales to existing self-servestandard
Sales velocity issues (leads dying in queue)deep (rebuild with SLAs)
Pre-Series A audit (investor wants to see process)deep
Show full SKILL.md (421 more words)Show less

Consumes

  • PER-* best-fit characteristics (sharpened by v0.9 Positioning when available) — Defines what fit-signal scoring looks like
  • GTM-* channel mix (from v0.9 Launch Channels ORB, when available) — Lead sources feed into Anonymous stage
  • GTM-* offer card (from v0.9 Offer Construction) — Determines what "qualified" means (price tier sets bar)
  • BR-PRICING-* (from v0.3 + v0.9) — Sets stage thresholds (above $X/year → SQL; below → self-serve)
  • KPI-* baseline targets — Stage conversion targets feed into KPI- entries

When this skill runs before v0.9, channel and offer references use placeholders that get reconciled when v0.9 finalizes.

Produces

  • BR-MOPS-* entries (lifecycle stage rules) in SoT/SoT.BUSINESS_RULES.md
  • GTM-MOPS-* entries (handoff flow specs) — One per stage transition
  • CFD-* gaps surfaced — When stage criteria can't be cleanly defined, log as research gap

Output Template

BR-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)

Anti-Patterns

PatternSignalFix
MQL = "anyone who filled a form"High-volume MQLs with 1% SQL conversionTighten MQL entry criteria; add fit-signal scoring
No rejection routingLeads die when SQL → AE rejectsDefine where rejected leads go (nurture, disqualified, requeue)
SLA without escalation"Respond in 1 hour" with no consequence if missedSLA must have an escalation path
Handoff without payloadNew 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/OPPUse Signup → Activated → Paid; no human handoff
No SLA monitoringSLAs exist on paper, missed in practiceDrift-monitor SLA via MON-DRIFT-

Quality Gates

Before activating handoff:

  • Lifecycle shape matches product motion (self-serve / sales-assisted / hybrid)
  • Every stage has entry, exit-progression, and exit-disqualification criteria
  • Every stage has a named owner (role minimum)
  • Every stage has an SLA with escalation path
  • Every transition has a handoff payload spec
  • Rejection routing defined for every owner-changing handoff
  • SLA drift monitoring set up via MON-DRIFT-

Downstream Connections

ConsumerWhat it usesExample
Launch Channels (ORB)Each channel's leads enter the lifecycle at AnonymousGTM-002 (Product Hunt) → Anonymous → MQL routing
Cold Outreach (Tiered)Tier 1/2/3 sequences map to lifecycle stagesTier 1 = SQL-tier ABM; Tier 3 = MQL nurture
Launch MetricsStage conversion rates become KPI- entriesKPI-MQL-to-SQL-conversion
Feedback Loop SetupRejected leads' "why we passed" reasons feed CFD-Pattern: "too small" rejections → CFD- pricing signal
Drift MonitoringSLA drift catches process decayMON-DRIFT-MQL-response-SLA

Detailed References

  • alirezarezvani's marketing-ops and revenue-operations skills (claude-skills)
  • Predictable Revenue (Aaron Ross) — sales handoff structure
  • From Impossible to Inevitable (Aaron Ross + Jason Lemkin) — stage discipline
  • SiriusDecisions lead-lifecycle framework (the canonical B2B reference)
  • (No bundled 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

Files

Just SKILL.md in .claude/skills/prd-v08-marketing-ops-handoff of mattgierhart/PRD-driven-context-engineering.

Open the folder on GitHubat commit 30ed1b0

Compare with similar skills

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Works with

Questions about Prd V08 Marketing Ops Handoff

What does Prd V08 Marketing Ops Handoff do?

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.

When should I use Prd V08 Marketing Ops Handoff?

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?.

How do I install Prd V08 Marketing Ops Handoff in Claude Code?

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.

How do I install Prd V08 Marketing Ops Handoff in Codex?

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.

Can I use Prd V08 Marketing Ops Handoff in Cursor, Gemini CLI or GitHub Copilot?

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.

What does Prd V08 Marketing Ops Handoff need to run?

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.

Does Prd V08 Marketing Ops Handoff access the network?

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.

Is Prd V08 Marketing Ops Handoff safe to install?

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.

What licence does Prd V08 Marketing Ops Handoff use?

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.

How many tokens does Prd V08 Marketing Ops Handoff use?

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.

What are the alternatives to Prd V08 Marketing Ops Handoff?

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.

Who maintains Prd V08 Marketing Ops Handoff?

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.