Hiring Pipeline — hiring process Full pipeline
hiring JDwriting→sourcing→screening→interview→assessment→offer An agent team collaborates to generate all deliverables at once.
execution mode
agent team — 5 agents communicate directly via SendMessage and cross-verify each other's work.
agent composition
| agent |
file |
role |
type |
| jd-writer |
.claude/agents/jd-writer.md |
job description, hiringposting |
general-purpose |
| sourcing-specialist |
.claude/agents/sourcing-specialist.md |
channelstrategy, value |
general-purpose |
| screening-expert |
.claude/agents/screening-expert.md |
fromassessment, task, screening |
general-purpose |
| interview-designer |
.claude/agents/interview-designer.md |
structureinterview, question, evaluation form |
general-purpose |
| offer-coordinator |
.claude/agents/offer-coordinator.md |
finalassessment, report, offer |
general-purpose |
workflow
Phase 1: preparation (Orchestrator directly perform)
- Extract from user input:
- degree: hiringto do job, grade
- ** information**: companypeople, team composition, document
- hiring condition: , , grade scope
- grade: hiring deadline, hiring personKRW
- existing material (optional): existing JD, applicant current status
_workspace/ Create the directory at the project root
- Organize input and save to
_workspace/00_input.md
- existing material
_workspace/ companyand applicable Phase
- Determine the execution mode based on the scope of the request
Phase 2: team composition and execution
| order |
task |
responsible |
dependency |
deliverable |
| 1 |
JD writing |
writer |
None |
_workspace/01_job_description.md |
| 2 |
sourcing strategy |
sourcing |
task 1 |
_workspace/02_sourcing_strategy.md |
| 3 |
screening design |
screening |
task 1 |
_workspace/03_screening_framework.md |
| 4 |
interview design |
interview |
task 1, 3 |
_workspace/04_interview_design.md |
| 5 |
assessment·offer |
offer |
task 1, 2, 3, 4 |
_workspace/05_evaluation_offer.md |
task 2(sourcing) and 3(screening) ** execution**. task 1(JD) only dependency.
teamKRW between flow:
- writer complete → sourcingto target ·EVP, screeningto competency·assessmentstandard deliver
- sourcing complete → offerto market report level deliver
- screening complete → interviewto confirm needed competency deliver
- interview complete → offerto evaluation form structure·hiring recommendation standard deliver
- offer overall pipeline cross-verification, dayvalue findings when revision request (versus 2)
Phase 3: integration and final deliverable
_workspace/ Verify all files in the directory
- offer consistency verify result reflected
- Report the final summary to the user
task scaleby mode
| user request pattern |
execution mode |
deploy agent |
| "hiring process overall designplease do" |
Full pipeline |
5people beforeKRW |
| "JD only " |
JD mode |
writer |
| "interview question create it" |
interview mode |
writer + interview |
| " JD sourcing strategy " (existing JD) |
sourcing mode |
sourcing |
| "hiring screening standard create it" |
screening mode |
writer + screening |
data deliver protocol
| strategy |
method |
also |
| File-based |
_workspace/ |
Store and share major deliverables |
| Message-based |
SendMessage |
Real-time key information transfer, revision requests |
| Task-based |
TaskCreate/TaskUpdate |
Progress tracking, dependency management |
File naming convention: {}_{agent}_{deliverable}.{extensionspecialist}
error handling
| error type |
strategy |
| job information insufficient |
writer tablelevel JD template + guide provide |
| grade information None |
sourcing market value research, 3stage scope proposal |
| web search failure |
day degree based JD/sourcing strategy, "[market data un-reflected]" specify |
| agent failure |
Retry once -> proceed without that deliverable |
| consistency dayvalue |
offer revision request → re-task (versus 2) |
test scenario
flow
Prompt: "when developmentspecialist 1people hiring . salary 8~100M, KRW possible, Korean plan hiringand ."
expected result:
- JD: when competency 5items, capabilityqualityperson hiringposting, assessment standard
- sourcing: LinkedIn Boolean , value template 3, channelby strategy
- screening: test + whensystem design task, before screening 5document
- interview: technical interview + document interview, STAR question 10items+
- offer: market value versus report, offer, negotiation guide
departmentminute request flow
Prompt: " JD interview question only create it" + JD file
expected result:
- interview mode (writer + interview)
- existing JD based competency after structure interview question design
- writer competency standard plan only report
error flow
Prompt: "hiring jobpersondegree "
expected result:
- writer work content/goal questionas job analysis whenwork
- company job 3items value proposal
- minimumKorean information plan JD writing after user confirm request
agentby extension skill
| extension skill |
|
target agent |
role |
| competency-model |
.claude/skills/competency-model/skill.md |
jd-writer, screening-expert |
competency definition, level total, screening matrix |
| interview-scorecard |
.claude/skills/interview-scorecard/skill.md |
interview-designer |
structure interview, BEI question , degree |
1---2name: hiring-pipeline3description: hiring process JDwriting, sourcing, screening, interview design, assessment, offerto agent team to Korean creation Full pipeline. 'hiring', 'talent hiring', 'JD writing', 'job description', 'hiringposting', 'interview question', 'interview design', 'hiring process', 'sourcing strategy', 'screening', 'offer', 'hiring pipeline', 'hiring', 'talent secure' etc. hiring before skill usage. However, actual hiring platform(ATS) annual, grade whensystem etc.record, hiring totalapprox.from legal capability report, reference execution is outside this skill's scope.4---56# Hiring Pipeline — hiring process Full pipeline78hiring JDwriting→sourcing→screening→interview→assessment→offer An agent team collaborates to generate all deliverables at once.910## execution mode1112**agent team** — 5 agents communicate directly via SendMessage and cross-verify each other's work.1314## agent composition1516| agent | file | role | type |17|---------|------|------|------|18| jd-writer | `.claude/agents/jd-writer.md` | job description, hiringposting | general-purpose |19| sourcing-specialist | `.claude/agents/sourcing-specialist.md` | channelstrategy, value | general-purpose |20| screening-expert | `.claude/agents/screening-expert.md` | fromassessment, task, screening | general-purpose |21| interview-designer | `.claude/agents/interview-designer.md` | structureinterview, question, evaluation form | general-purpose |22| offer-coordinator | `.claude/agents/offer-coordinator.md` | finalassessment, report, offer | general-purpose |2324## workflow2526### Phase 1: preparation (Orchestrator directly perform)27281. Extract from user input:29 - **degree**: hiringto do job, grade30 - ** information**: companypeople, team composition, document31 - **hiring condition**: , , grade scope32 - **grade**: hiring deadline, hiring personKRW33 - **existing material** (optional): existing JD, applicant current status342. `_workspace/` Create the directory at the project root353. Organize input and save to `_workspace/00_input.md`364. existing material `_workspace/` companyand applicable Phase 375. Determine the **execution mode** based on the scope of the request3839### Phase 2: team composition and execution4041| order | task | responsible | dependency | deliverable |42|------|------|------|------|--------|43| 1 | JD writing | writer | None | `_workspace/01_job_description.md` |44| 2 | sourcing strategy | sourcing | task 1 | `_workspace/02_sourcing_strategy.md` |45| 3 | screening design | screening | task 1 | `_workspace/03_screening_framework.md` |46| 4 | interview design | interview | task 1, 3 | `_workspace/04_interview_design.md` |47| 5 | assessment·offer | offer | task 1, 2, 3, 4 | `_workspace/05_evaluation_offer.md` |4849task 2(sourcing) and 3(screening) ** execution**. task 1(JD) only dependency.5051**teamKRW between flow:**52- writer complete → sourcingto target ·EVP, screeningto competency·assessmentstandard deliver53- sourcing complete → offerto market report level deliver54- screening complete → interviewto confirm needed competency deliver55- interview complete → offerto evaluation form structure·hiring recommendation standard deliver56- offer overall pipeline cross-verification, dayvalue findings when revision request (versus 2)5758### Phase 3: integration and final deliverable59601. `_workspace/` Verify all files in the directory612. offer consistency verify result reflected623. Report the final summary to the user6364## task scaleby mode6566| user request pattern | execution mode | deploy agent |67|----------------|----------|-------------|68| "hiring process overall designplease do" | **Full pipeline** | 5people beforeKRW |69| "JD only " | **JD mode** | writer |70| "interview question create it" | **interview mode** | writer + interview |71| " JD sourcing strategy " (existing JD) | **sourcing mode** | sourcing |72| "hiring screening standard create it" | **screening mode** | writer + screening |7374## data deliver protocol7576| strategy | method | also |77|------|------|------|78| File-based | `_workspace/` | Store and share major deliverables |79| Message-based | SendMessage | Real-time key information transfer, revision requests |80| Task-based | TaskCreate/TaskUpdate | Progress tracking, dependency management |8182File naming convention: `{}_{agent}_{deliverable}.{extensionspecialist}`8384## error handling8586| error type | strategy |87|----------|------|88| job information insufficient | writer tablelevel JD template + guide provide |89| grade information None | sourcing market value research, 3stage scope proposal |90| web search failure | day degree based JD/sourcing strategy, "[market data un-reflected]" specify |91| agent failure | Retry once -> proceed without that deliverable |92| consistency dayvalue | offer revision request → re-task (versus 2) |9394## test scenario9596### flow97**Prompt**: "when developmentspecialist 1people hiring . salary 8~100M, KRW possible, Korean plan hiringand ."98**expected result**:99- JD: when competency 5items, capabilityqualityperson hiringposting, assessment standard100- sourcing: LinkedIn Boolean , value template 3, channelby strategy101- screening: test + whensystem design task, before screening 5document102- interview: technical interview + document interview, STAR question 10items+103- offer: market value versus report, offer, negotiation guide104105### departmentminute request flow106**Prompt**: " JD interview question only create it" + JD file107**expected result**:108- interview mode (writer + interview)109- existing JD based competency after structure interview question design110- writer competency standard plan only report111112### error flow113**Prompt**: "hiring jobpersondegree "114**expected result**:115- writer work content/goal questionas job analysis whenwork116- company job 3items value proposal117- minimumKorean information plan JD writing after user confirm request118119## agentby extension skill120121| extension skill | | target agent | role |122|----------|------|-------------|------|123| competency-model | `.claude/skills/competency-model/skill.md` | jd-writer, screening-expert | competency definition, level total, screening matrix |124| interview-scorecard | `.claude/skills/interview-scorecard/skill.md` | interview-designer | structure interview, BEI question , degree |