
Describe Pr
- 482 installs
- 3.9k repo stars
- Updated January 26, 2026
- parcadei/continuous-claude-v3
describe-pr is a Claude Code skill that automatically generates accurate, structured pull request descriptions capturing code changes, context, and impact so developers skip manual PR writing.
About
describe-pr is a skill in parcadei/continuous-claude-v3 aimed at generating accurate, structured pull request descriptions from repository changes. Instead of developers manually summarizing diffs, context, and impact, the skill produces review-ready PR bodies that capture what changed and why. It fits the pre-merge ship workflow when opening or updating pull requests on GitHub or similar hosts. Developers reach for describe-pr when they have substantive code changes but lack time or discipline to write clear PR narratives. The skill reduces reviewer friction by standardizing change summaries, risk notes, and testing context in one structured document.
- Automatically analyzes git diff and commit history to produce PR descriptions
- Outputs in standardized format with summary, changes, testing notes and impact
- Reduces PR writing time from minutes to seconds for every commit
- Works with any git-based workflow and any LLM agent
- Ensures consistent PR quality across solo and small-team projects
Describe Pr by the numbers
- 482 all-time installs (skills.sh)
- +4 installs in the week ending Aug 4, 2026 (Skillselion tracking)
- Ranked #241 of 1,352 Code Review & Quality skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 482 |
|---|---|
| repo stars | ★ 3.9k |
| Last updated | January 26, 2026 |
| Repository | parcadei/continuous-claude-v3 ↗ |
How do you auto-generate pull request descriptions?
Automatically generate accurate, structured pull request descriptions that capture changes, context, and impact without manual writing.
Who is it for?
Developers opening or updating pull requests who want consistent, accurate PR bodies without manual diff summarization.
Skip if: Developers who need commit message linting only, or teams that already enforce PR templates with no generation step needed.
When should I use this skill?
A pull request is being opened or updated and the developer needs an accurate structured description of changes and impact.
What you get
Structured pull request description with change summary, context, impact notes, and reviewer-ready formatting.
- structured pull request description
- change impact summary
Files
Fix
Workflow orchestrator for bug investigation and resolution. Chains specialized skills based on issue scope.
Usage
/fix <scope> [options] [description]Question Flow (No Arguments)
If the user types just /fix with no or partial arguments, guide them through this question flow. Use AskUserQuestion for each phase.
Phase 0: Workflow Selection
question: "What would you like to fix?"
header: "Fix type"
options:
- label: "Help me choose (Recommended)"
description: "I'll ask questions to pick the right fix workflow"
- label: "Bug - something is broken"
description: "Chain: investigate → diagnose → implement → test → commit"
- label: "Hook - Claude Code hook issue"
description: "Chain: debug-hooks → hook-developer → implement → test"
- label: "Dependencies - import/package errors"
description: "Chain: preflight → research → plan → implement → qlty-check"
- label: "PR Comments - address reviewer feedback"
description: "Chain: github-search → research → plan → implement → commit"Mapping:
- "Help me choose" → Continue to Phase 1-4 questions
- "Bug" → Set scope=bug, skip to Phase 2 (issue details)
- "Hook" → Set scope=hook, skip to Phase 2 (issue details)
- "Dependencies" → Set scope=deps, skip to Phase 2 (issue details)
- "PR Comments" → Set scope=pr-comments, skip to Phase 2 (issue details)
If Answer is Unclear (via "Other"):
question: "I want to understand what kind of fix you need. Did you mean..."
header: "Clarify"
options:
- label: "Help me choose"
description: "Not sure - guide me through questions"
- label: "Bug - something is broken"
description: "Code isn't working as expected"
- label: "Hook - Claude Code hook issue"
description: "Hooks not firing or producing wrong output"
- label: "Neither - let me explain differently"
description: "I'll describe my issue"Phase 1: Issue Type
question: "What kind of issue are you dealing with?"
header: "Issue type"
options:
- label: "Something is broken/not working"
description: "Bug in the code"
- label: "Claude Code hook not firing"
description: "Hook-specific debugging"
- label: "Import/dependency errors"
description: "Package or module issues"
- label: "Need to address PR feedback"
description: "Reviewer comments to fix"Mapping:
- "Something broken" → bug scope
- "Hook not firing" → hook scope
- "Import errors" → deps scope
- "PR feedback" → pr-comments scope
Phase 2: Issue Details
question: "Can you describe the issue?"
header: "Details"
options: [] # Free text - user describes the problemCapture the error message, unexpected behavior, or PR link.
Phase 3: Investigation Depth
question: "How should I investigate?"
header: "Investigation"
options:
- label: "Diagnose and fix"
description: "Find the problem and implement a fix"
- label: "Diagnose only (dry run)"
description: "Just tell me what's wrong, don't change code"
- label: "Quick fix"
description: "I know the issue, just fix it fast"Mapping:
- "Diagnose only" → --dry-run
- "Quick fix" → skip investigation, go straight to spark agent
Phase 4: Testing & Commit
question: "After fixing, should I..."
header: "After fix"
multiSelect: true
options:
- label: "Write a regression test"
description: "Prevent this bug from recurring"
- label: "Commit the fix"
description: "Create a git commit"
- label: "Just fix, nothing else"
description: "I'll handle tests and git"Mapping:
- No "regression test" → --no-test
- No "commit" → --no-commit
Summary Before Execution
Based on your answers, I'll run:
**Scope:** bug
**Issue:** "Login button not responding on Safari"
**Chain:** sleuth (investigate) → spark (fix) → arbiter (test) → commit
**Options:** (none)
Proceed? [Yes / Adjust settings]Scopes
| Scope | Chain | Description |
|---|---|---|
bug | debug -> implement_task -> test-driven-development -> commit | General bug fix workflow |
hook | debug-hooks -> hook-developer -> implement_task -> test hook | Hook-specific debugging |
deps | dependency-preflight -> oracle -> plan-agent -> implement_plan -> qlty-check | Dependency issues |
pr-comments | github-search -> research-codebase -> plan-agent -> implement_plan -> commit | Address PR feedback |
Options
| Option | Effect |
|---|---|
--no-test | Skip regression test creation |
--dry-run | Diagnose only, don't implement fix |
--no-commit | Don't auto-commit the fix |
Workflow
Phase 1: Parse Arguments
# Parse scope and options
SCOPE="${1:-bug}"
NO_TEST=false
DRY_RUN=false
NO_COMMIT=false
for arg in "$@"; do
case $arg in
--no-test) NO_TEST=true ;;
--dry-run) DRY_RUN=true ;;
--no-commit) NO_COMMIT=true ;;
esac
donePhase 2: Investigation (Parallel)
Spawn sleuth agent for parallel investigation:
Task(
subagent_type="sleuth",
prompt="""
Investigate this issue in parallel:
1. **Logs**: Check recent logs for errors
- Application logs
- System logs if relevant
- Build/test output
2. **Database State** (if applicable):
- Check for stuck/invalid records
- Verify schema matches expectations
3. **Git State**:
- Recent commits that might relate
- Uncommitted changes
- Current branch context
4. **Runtime State**:
- Running processes
- Port conflicts
- Environment variables
Issue description: {user_description}
Return structured findings with evidence.
"""
)Phase 3: Diagnosis Report
Present findings to user:
## Diagnosis Report
### Scope: {scope}
### Evidence Found
**Logs:**
- [Finding with timestamp/line reference]
**Database:**
- [Finding with table/query reference]
**Git State:**
- [Recent relevant commits]
- [Uncommitted changes]
**Runtime:**
- [Process/port findings]
### Root Cause Analysis
**Primary Hypothesis:** [Most likely cause based on evidence]
**Supporting Evidence:**
1. [Evidence 1]
2. [Evidence 2]
**Alternative Hypotheses:**
- [Alternative 1]: [Why less likely]
### Proposed Fix
**Approach:** [How to fix]
**Files to Modify:**
- `path/to/file.ts:123` - [Change description]
**Risk Assessment:** [Low/Medium/High] - [Why]
---
**Proceed with fix?** (yes/no/modify approach)Phase 4: Human Checkpoint (Diagnosis)
REQUIRED: Wait for user confirmation before implementing.
AskUserQuestion(
question="Proceed with the proposed fix?",
options=["yes", "no", "modify"]
)If user says "modify", gather new requirements and update approach. If user says "no", create diagnostic handoff and exit. If --dry-run, create diagnostic handoff and exit here.
Phase 4.5: Risk Assessment (Premortem)
After diagnosis approval, before implementation:
Run a quick premortem on the proposed fix to catch risks:
/premortem quickContext for premortem:
premortem:
mode: quick
context: "Bug fix for {diagnosis.root_cause}"
check_for:
- Will this fix break other functionality?
- Is rollback possible if fix causes issues?
- Are there related edge cases not covered?
- Does the fix match codebase patterns?
- Any external dependencies affected?Risk Decision:
- No HIGH tigers: Proceed to implementation
- HIGH tigers found: Present to user with options:
- Accept risks and proceed
- Modify approach to address risks
- Research mitigation strategies
AskUserQuestion(
question="Pre-mortem found {n} risks in the proposed fix. Proceed?",
options=[
"Accept risks and implement",
"Modify fix approach",
"Research mitigations first"
]
)If "Research mitigations", spawn scout + oracle in parallel per risk, then re-present options.
Phase 5: Implementation
Route to appropriate implementation skill based on scope:
bug scope:
Task(
subagent_type="kraken",
prompt="""
Implement fix with TDD approach.
Root cause: {diagnosis.root_cause}
Files: {diagnosis.files_to_modify}
Approach: {diagnosis.approach}
Follow implement_task workflow:
1. Write failing test that reproduces the bug
2. Implement minimal fix to pass test
3. Refactor if needed
4. Run full test suite
"""
)hook scope:
Task(
subagent_type="kraken",
prompt="""
Fix hook issue.
Root cause: {diagnosis.root_cause}
Follow hook-developer patterns:
1. Check hook registration in settings.json
2. Verify shell wrapper exists and is executable
3. Test hook manually with mock input
4. Rebuild if TypeScript source was modified
5. Verify hook fires correctly
"""
)deps scope:
Task(
subagent_type="kraken",
prompt="""
Fix dependency issue.
Root cause: {diagnosis.root_cause}
Follow plan-agent workflow:
1. Research correct dependency versions
2. Create implementation plan
3. Update lockfiles
4. Run dependency-preflight
5. Run qlty-check
"""
)pr-comments scope:
Task(
subagent_type="kraken",
prompt="""
Address PR feedback.
Comments: {diagnosis.pr_comments}
Follow plan-agent workflow:
1. Research codebase for context
2. Create implementation plan for each comment
3. Implement changes
4. Commit with reference to comment
"""
)Phase 6: Regression Test (unless --no-test)
Task(
subagent_type="kraken",
prompt="""
Create regression test for the fix.
Bug: {original_issue}
Fix: {implementation_summary}
Follow test-driven-development:
1. Write test that would have caught this bug
2. Verify test fails against pre-fix code (mentally)
3. Verify test passes against fixed code
4. Test should be minimal and focused
"""
)Phase 7: Human Checkpoint (Verification)
AskUserQuestion(
question="Fix implemented. Please verify and confirm.",
options=["looks good", "needs adjustment", "revert"]
)If "needs adjustment", gather feedback and return to Phase 5. If "revert", run rollback command and exit.
Phase 8: Commit (unless --no-commit)
Task(
subagent_type="general-purpose",
prompt="""
Follow commit skill:
1. Review changes with git diff
2. Create descriptive commit message
3. Reference issue/ticket if applicable
4. Present plan and await confirmation
5. Execute commit
"""
)Chain Details by Scope
bug
sleuth (investigation)
|
v
[HUMAN CHECKPOINT: diagnosis]
|
v
[PREMORTEM: quick risk check]
|
v
kraken (implement_task + TDD)
|
v
kraken (regression test)
|
v
[HUMAN CHECKPOINT: verification]
|
v
commithook
debug-hooks (structured investigation)
|
v
[HUMAN CHECKPOINT: diagnosis]
|
v
[PREMORTEM: quick risk check]
|
v
kraken (implement_task + hook-developer patterns)
|
v
test hook manually
|
v
[HUMAN CHECKPOINT: verification]
|
v
commitdeps
dependency-preflight (check current state)
|
v
oracle (find correct versions/alternatives)
|
v
plan-agent (create fix plan)
|
v
[HUMAN CHECKPOINT: diagnosis + plan review]
|
v
[PREMORTEM: quick risk check]
|
v
kraken (implement_plan)
|
v
qlty-check
|
v
[HUMAN CHECKPOINT: verification]
|
v
commitpr-comments
github-search (fetch PR context)
|
v
research-codebase (understand context)
|
v
plan-agent (plan for each comment)
|
v
[HUMAN CHECKPOINT: plan review]
|
v
[PREMORTEM: quick risk check]
|
v
kraken (implement_plan)
|
v
[HUMAN CHECKPOINT: verification]
|
v
commit (reference PR comments)Handoff Creation
Always create a handoff, even with --dry-run:
---
session: fix-{scope}-{short-description}
ts: {ISO timestamp}
commit: {git commit hash}
branch: {git branch}
status: {complete|partial|blocked|diagnosis-only}
---
scope: {bug|hook|deps|pr-comments}
options: {flags used}
issue:
description: {original user description}
evidence: {key findings from investigation}
diagnosis:
root_cause: {identified cause}
hypothesis: {why we think this}
files: [{affected files}]
fix:
approach: {what was done}
files_modified: [{files changed}]
test_added: {test file if created}
verification:
test_command: {command to verify}
human_confirmed: {true|false}
next:
- {any follow-up needed}Location: thoughts/shared/handoffs/fix/{scope}/{timestamp}_{description}.yaml
Examples
Basic Bug Fix
/fix bug
# -> Investigates, diagnoses, implements, tests, commitsDiagnose Only
/fix bug --dry-run
# -> Investigates, creates diagnosis handoff, stopsFix Without Auto-Commit
/fix hook --no-commit
# -> Full fix workflow but stops before commitQuick Fix (No Regression Test)
/fix bug --no-test
# -> Implements fix, commits, no regression testAddress PR Comments
/fix pr-comments
# -> Fetches PR, creates plan, implements, commitsError Handling
| Error | Action |
|---|---|
| Investigation finds nothing | Ask user for more context |
| User rejects diagnosis | Refine hypothesis with user input |
| Fix breaks other tests | Rollback, refine approach |
| User rejects verification | Offer to revert or adjust |
| Commit fails | Present error, offer retry |
Integration with Other Skills
This skill orchestrates:
debug/debug-hooks: Initial investigationsleuth: Parallel investigation agentkraken: TDD implementation agentimplement_task: Single task implementationtest-driven-development: Test creationplan-agent: Complex fix planningdependency-preflight: Dependency checksoracle/research-codebase: Context gatheringgithub-search: PR context fetchingqlty-check: Quality verificationpremortem: Risk assessment before implementationcommit: Git commit workflowcreate_handoff: Session handoff
Checkpoints Summary
| Checkpoint | Purpose | Skip Condition |
|---|---|---|
| After diagnosis | Confirm root cause | Never skip |
| After premortem | Accept or mitigate risks | No HIGH tigers |
| After fix | Verify resolution | Never skip |
| Before commit | Review changes | --no-commit |
The human checkpoints are critical for: 1. Preventing wrong fixes from being implemented 2. Ensuring user understands what changed 3. Catching edge cases only humans notice
Related skills
How it compares
Pick describe-pr over generic commit-message skills when the deliverable is a full PR body for human reviewers, not a single-line conventional commit.
FAQ
What does describe-pr generate?
describe-pr produces accurate, structured pull request descriptions that capture code changes, surrounding context, and impact. The output replaces manual PR body writing with a review-ready summary derived from the change set.
When should I invoke describe-pr?
describe-pr fits the moment before opening or updating a pull request, when diffs exist but the PR narrative is missing or thin. Use it to standardize change summaries for reviewers without hand-writing every section.