القائمة
Work smarter with loop detection, parallel decisions, and file size analysis
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عرض SKILL.md
| name | workflow-tools |
| version | 1.5.0 |
| description | Work smarter with loop detection, parallel decisions, and file size analysis |
| author | Live Neon <hello@liveneon.ai> |
| homepage | https://github.com/live-neon/skills/tree/main/agentic/workflow-tools |
| repository | leegitw/workflow-tools |
| license | MIT |
| tags | ["agentic","workflow","automation","orchestration","parallel","decision-making","loops","task-management"] |
| layer | extensions |
| status | active |
| alias | wt |
| metadata | {"openclaw":{"requires":{"config":"[Truncated]","workspace":"[Truncated]"}}} |
Unified skill for workflow utilities including open loop detection, parallel/serial decision framework, MCE file analysis, and subworkflow spawning. Consolidates 4 skills.
Trigger: 明示呼出 (explicit invocation)
Source skills: loop-closer, parallel-decision, MCE (minimal-context-engineering), subworkflow-spawner
Removed: pbd-strength-classifier (redundant with /fm classify)
openclaw install leegitw/workflow-tools
Dependencies:
leegitw/failure-memory (for loop context)leegitw/constraint-engine (for enforcement context)# Install with dependencies
openclaw install leegitw/context-verifier
openclaw install leegitw/failure-memory
openclaw install leegitw/constraint-engine
openclaw install leegitw/workflow-tools
Standalone usage: Loop detection, parallel decisions, and MCE analysis work independently. Full integration provides constraint-aware workflow recommendations.
Data handling: This skill operates within your agent's trust boundary. When triggered,
it uses your agent's configured model for workflow analysis and decision support. No external APIs
or third-party services are called. Results are written to output/ subdirectories in your workspace.
⚠️ File access: This skill reads user-specified directories and files for analysis:
/wt loops [path] scans the specified directory (default: current working directory)/wt mce <file> reads the specified file for size analysis
The metadata declares only config and output paths. See Security Considerations for details.Workflows accumulate friction — loops that never close, decisions about parallel vs serial execution, files that grow too large. This skill provides utilities for common workflow problems:
The insight: Small tools that do one thing well. Don't overthink the workflow — detect, decide, analyze, move on.
/wt <sub-command> [arguments]
| Command | CJK | Logic | Trigger |
|---|---|---|---|
/wt loops | 循環 | scan(DEFERRED∨PLACEHOLDER∨TODO)→openloop[] | Explicit |
/wt parallel | 並列 | 5因子→serial∨parallel | Explicit |
/wt mce | 極限 | file.lines>200→split_suggestions[] | Explicit |
/wt subworkflow | 副流 | task→spawn(clawhub.skill) | Explicit |
| Argument | Required | Description |
|---|---|---|
| path | No | Directory to scan (default: current) |
| --pattern | No | Custom patterns to detect (comma-separated) |
| --exclude | No | Paths to exclude (comma-separated) |
| Argument | Required | Description |
|---|---|---|
| task | Yes | Description of task to evaluate |
| --factors | No | Specific factors to evaluate (default: all 5) |
| Argument | Required | Description |
|---|---|---|
| file | Yes | File to analyze |
| --threshold | No | Line threshold (default: 200) |
| --suggest | No | Generate split suggestions |
| Argument | Required | Description |
|---|---|---|
| task | Yes | Task description |
| --skill | No | Specific ClawHub skill to use |
| --background | No | Run in background |
Configuration is loaded from (in order of precedence):
.openclaw/workflow-tools.yaml (OpenClaw standard).claude/workflow-tools.yaml (Claude Code compatibility)# .openclaw/workflow-tools.yaml
loops:
patterns: # Patterns to detect as open loops
- "TODO:"
- "FIXME:"
- "HACK:"
- "XXX:"
- "DEFERRED:"
- "PLACEHOLDER:"
exclude: # Paths to exclude from scanning
- "vendor/"
- "node_modules/"
mce:
threshold: 200 # Line threshold for MCE compliance
warning_threshold: 300 # Line threshold for warning
parallel:
default_factors: 5 # Number of factors to evaluate
Scans for unclosed work items:
| Pattern | Type | Example |
|---|---|---|
DEFERRED: | Postponed work | // DEFERRED: handle edge case |
PLACEHOLDER: | Temporary code | // PLACEHOLDER: implement auth |
TODO: | Task marker | // TODO: add error handling |
FIXME: | Bug marker | // FIXME: race condition |
HACK: | Technical debt | // HACK: workaround for bug |
XXX: | Attention needed | // XXX: review this logic |
Five factors determine parallel suitability:
| Factor | Question | Parallel If | Serial If |
|---|---|---|---|
| Team | Can different people work on parts? | Independent parts | Shared expertise needed |
| Coupling | How connected are the tasks? | Loose coupling | Tight coupling |
| Interface | Are boundaries clear? | Well-defined | Fluid/evolving |
| Pattern | Is approach consistent? | Divergent exploration | Convergent refinement |
| Integration | How complex is merging? | Simple merge | Complex coordination |
Decision matrix:
| Factors favoring parallel | Recommendation |
|---|---|
| 5/5 | Strongly parallel |
| 4/5 | Parallel with coordination checkpoints |
| 3/5 | Consider case-by-case |
| 2/5 | Serial with parallel sub-tasks |
| 0-1/5 | Serial |
File size thresholds for context efficiency:
| Lines | Status | Action |
|---|---|---|
| ≤200 | ✓ MCE compliant | No action needed |
| 201-300 | ⚠ Approaching limit | Consider refactoring |
| >300 | ✗ Exceeds MCE | Split recommended |
Split suggestions based on:
Delegate tasks to specialized ClawHub skills:
Task → Skill Selection → Spawn → Monitor → Collect Results
Available skill categories:
research-*: Investigation and analysisgenerate-*: Content generationvalidate-*: Verification and testingtransform-*: Data transformation/wt parallel "Deploy new payment service to production"
[PARALLEL VS SERIAL ANALYSIS]
Task: "Deploy new payment service to production"
Factor Analysis:
1. Team: ✗ Serial - Single SRE team handles deploys
2. Coupling: ✗ Serial - Payment depends on auth service
3. Interface: ✓ Parallel - Clear API contracts defined
4. Pattern: ✗ Serial - Requires sequential rollout (canary → staging → prod)
5. Integration: ✗ Serial - Payment gateway integration must be verified
Score: 1/5 factors favor parallel
Recommendation: SERIAL deployment
Rationale: High-risk service requiring careful sequential verification.
/wt loops infra/ --pattern "MANUAL:,HARDCODED:"
[OPEN LOOPS DETECTED]
Scanned: ./infra
Files checked: 23
Infrastructure Issues (5):
infra/terraform/main.tf:45 HARDCODED: AWS region
infra/k8s/deployment.yaml:78 MANUAL: replica count
infra/docker/Dockerfile:12 TODO: multi-stage build
infra/scripts/deploy.sh:34 FIXME: rollback not implemented
infra/helm/values.yaml:56 PLACEHOLDER: production secrets
Summary: 2 high, 2 medium, 1 low priority
Action: Address HARDCODED and FIXME before next release.
[OPEN LOOPS DETECTED]
Scanned: ./src
Files checked: 47
Open loops found (12):
High Priority (FIXME, XXX):
src/auth/handler.go:45 FIXME: race condition in token refresh
src/api/client.go:123 XXX: review error handling
Medium Priority (TODO):
src/handlers/user.go:78 TODO: add input validation
src/db/queries.go:234 TODO: optimize query
src/utils/hash.go:12 TODO: add caching
Low Priority (DEFERRED, PLACEHOLDER):
src/config/loader.go:89 DEFERRED: support YAML config
src/templates/email.go:34 PLACEHOLDER: email templates
...
Summary: 2 high, 5 medium, 5 low priority loops
Action: Address high priority loops before release.
[PARALLEL VS SERIAL ANALYSIS]
Task: "Implement authentication and authorization"
Factor Analysis:
1. Team (独立性):
✓ Parallel - Auth and authz can be assigned separately
2. Coupling (結合度):
✗ Serial - Authz depends on auth tokens
3. Interface (境界):
✓ Parallel - Clear token interface between them
4. Pattern (手法):
✓ Parallel - Both follow established patterns
5. Integration (統合):
✗ Serial - Token format must match exactly
Score: 3/5 factors favor parallel
Recommendation: SERIAL with parallel sub-tasks
Rationale: Core dependency between auth and authz, but sub-components
within each can be developed in parallel.
Suggested approach:
1. Define token interface (serial, required first)
2. Implement auth + authz (parallel, once interface stable)
3. Integration testing (serial, final step)
[MCE ANALYSIS]
File: src/handlers/user.go
Lines: 347
Status: ✗ EXCEEDS MCE THRESHOLD (200 lines)
Complexity Analysis:
Functions: 12
Avg function length: 29 lines
Max function length: 67 lines (HandleUserUpdate)
Import groups: 4
Split Suggestions:
1. Extract CRUD handlers (lines 45-180):
→ src/handlers/user_crud.go (~135 lines)
- CreateUser, GetUser, UpdateUser, DeleteUser
2. Extract validation (lines 181-250):
→ src/handlers/user_validation.go (~70 lines)
- ValidateUserInput, ValidateEmail, ValidatePassword
3. Keep orchestration (remaining):
→ src/handlers/user.go (~142 lines)
- Handler setup, middleware, routing
After split: 3 files, all ≤200 lines ✓
[SUBWORKFLOW SPAWNED]
Task: "Research competitor authentication implementations"
Skill: research-web-analysis
Status: Running in background
Job ID: SW-20260215-001
Monitor: /wt subworkflow --status SW-20260215-001
Expected completion: ~5 minutes
Results will be written to: output/subworkflows/SW-20260215-001/
| Condition | Behavior |
|---|---|
| Invalid sub-command | List available sub-commands |
| File not found | Error: "File not found: {path}" |
| No patterns found | Info: "No open loops detected" |
| Skill not available | Error: "Skill not found: {skill}" |
After invoking this skill:
| Condition | Action |
|---|---|
| Loops found | Prioritize and address high-priority loops |
| Parallel recommended | Create parallel work streams |
| MCE exceeded | Apply split suggestions |
| Subworkflow complete | Review and integrate results |
This skill reads/writes:
output/
├── loops/
│ └── scan-YYYY-MM-DD.md # Loop scan results
├── parallel-decisions/
│ └── task-YYYY-MM-DD.md # Decision records
├── mce-analysis/
│ └── file-YYYY-MM-DD.md # MCE analysis results
└── subworkflows/
└── SW-YYYYMMDD-XXX/ # Subworkflow outputs
├── status.json
└── results.md
What this skill accesses:
.openclaw/workflow-tools.yaml and .claude/workflow-tools.yaml/wt loops [path] — scans for patterns (read-only)/wt mce <file> — reads for size analysis (read-only)output/loops/ — loop scan resultsoutput/parallel-decisions/ — decision recordsoutput/mce-analysis/ — file analysis resultsoutput/subworkflows/ — subworkflow outputs⚠️ IMPORTANT: The metadata declares only config and output paths. However, /wt loops and
/wt mce read arbitrary user-specified paths beyond the declared metadata. This is by
design — analysis requires reading the files/directories you want to analyze.
What this skill does NOT access:
What this skill does NOT do:
⚠️ Path scanning (/wt loops):
The /wt loops command accepts an arbitrary directory path argument. It will recursively
scan the specified directory for loop patterns (TODO, FIXME, etc.). This is a read-only
operation but can scan any directory you have filesystem access to. The skill does NOT
restrict which paths can be scanned — use caution with sensitive directories. Consider
using --exclude to skip sensitive paths.
Subworkflow spawning (/wt subworkflow):
The /wt subworkflow command spawns other ClawHub skills installed in your environment.
openclaw installresearch-*, generate-*, validate-*, transform-* skillsReview your installed skills (openclaw list) to understand the combined permission scope
when using subworkflow spawning.
Provenance note:
This skill is developed by Live Neon (https://github.com/live-neon/skills) and published
to ClawHub under the leegitw account. Both refer to the same maintainer.
/wt loops detects all standard loop patterns/wt loops categorizes by priority (high/medium/low)/wt parallel evaluates all 5 factors/wt parallel provides clear recommendation with rationale/wt mce identifies files exceeding threshold/wt mce --suggest generates actionable split suggestions/wt subworkflow spawns ClawHub skills correctly/wt subworkflow supports background executionConsolidated from 4 skills as part of agentic skills consolidation (2026-02-15).