[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.
Understand Code First — HARD-GATE: Do NOT write, plan, or fix until you READ existing code.
- Search 3+ similar patterns (
grep/glob) — cite file:line evidence
- Read existing files in target area — understand structure, base classes, conventions
- Run
python .claude/scripts/code_graph trace <file> --direction both --json when .code-graph/graph.db exists
- Map dependencies via
connections or callers_of — know what depends on your target
- Write investigation to
.ai/workspace/analysis/ for non-trivial tasks (3+ files)
- Re-read analysis file before implementing — never work from memory alone
- NEVER invent new patterns when existing ones work — match exactly or document deviation
BLOCKED until: - [ ] Read target files - [ ] Grep 3+ patterns - [ ] Graph trace (if graph.db exists) - [ ] Assumptions verified with evidence
Evidence-Based Reasoning — Speculation is FORBIDDEN. Every claim needs proof.
- Cite
file:line, grep results, or framework docs for EVERY claim
- Declare confidence: >80% act freely, 60-80% verify first, <60% DO NOT recommend
- Cross-service validation required for architectural changes
- "I don't have enough evidence" is valid and expected output
BLOCKED until: - [ ] Evidence file path (file:line) - [ ] Grep search performed - [ ] 3+ similar patterns found - [ ] Confidence level stated
Forbidden without proof: "obviously", "I think", "should be", "probably", "this is because"
If incomplete → output: "Insufficient evidence. Verified: [...]. Not verified: [...]."
docs/project-reference/domain-entities-reference.md — Domain entity catalog, relationships, cross-service sync (read when task involves business entities/models) (content auto-injected by hook — check for [Injected: ...] header before reading)
Estimation — Modified Fibonacci: 1(trivial) → 2(small) → 3(medium) → 5(large) → 8(very large) → 13(epic, SHOULD split) → 21(MUST ATTENTION split). Output story_points and complexity in plan frontmatter. Complexity auto-derived: 1-2=Low, 3-5=Medium, 8=High, 13+=Critical.
Red Flag Stop Conditions — STOP and escalate to user via AskUserQuestion when:
- Confidence drops below 60% on any critical decision
- Changes would affect >20 files (blast radius too large)
- Cross-service boundary is being crossed
- Security-sensitive code (auth, crypto, PII handling)
- Breaking change detected (interface, API contract, DB schema)
- Test coverage would decrease after changes
- Approach requires technology/pattern not in the project
NEVER proceed past a red flag without explicit user approval.
Skill Variant: Variant of /fix — parallel multi-issue resolution using subagents.
Quick Summary
Goal: Fix multiple independent issues simultaneously using parallel fullstack-developer subagents.
Workflow:
- Triage — Classify issues and verify independence (no shared files)
- Assign — Distribute issues to parallel subagents with strict file ownership
- Execute — Subagents fix issues independently
- Merge — Review and integrate all fixes
Key Rules:
- Debug Mindset: every claim needs
file:line evidence
- Issues MUST ATTENTION be independent (no overlapping file modifications)
- Each subagent owns specific files; no cross-boundary edits
Root Cause Debugging — Systematic approach, never guess-and-check.
- Reproduce — Confirm the issue exists with evidence (error message, stack trace, screenshot)
- Isolate — Narrow to specific file/function/line using binary search + graph trace
- Trace — Follow data flow from input to failure point. Read actual code, don't infer.
- Hypothesize — Form theory with confidence %. State what evidence supports/contradicts it
- Verify — Test hypothesis with targeted grep/read. One variable at a time.
- Fix — Address root cause, not symptoms. Verify fix doesn't break callers via graph
connections
NEVER: Guess without evidence. Fix symptoms instead of cause. Skip reproduction step.
Frontend/UI Context (if applicable)
When this task involves frontend or UI changes,
UI System Context — For ANY task touching .ts, .html, .scss, or .css files:
MUST ATTENTION READ before implementing:
docs/project-reference/frontend-patterns-reference.md — component base classes, stores, forms
docs/project-reference/scss-styling-guide.md — BEM methodology, SCSS variables, mixins, responsive
docs/project-reference/design-system/README.md — design tokens, component inventory, icons
Reference docs/project-config.json for project-specific paths.
- Component patterns:
docs/project-reference/frontend-patterns-reference.md
- Styling/BEM guide:
docs/project-reference/scss-styling-guide.md
- Design system tokens:
docs/project-reference/design-system/README.md
Debug Mindset (NON-NEGOTIABLE)
Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).
- Do NOT assume the first hypothesis is correct — verify with actual code traces
- Every root cause claim must include
file:line evidence
- If you cannot prove a root cause with a code trace, state "hypothesis, not confirmed"
- Question assumptions: "Is this really the cause?" → trace the actual execution path
- Challenge completeness: "Are there other contributing factors?" → check related code paths
- No "should fix it" without proof — verify the fix addresses the traced root cause
⚠️ MANDATORY: Confidence & Evidence Gate
MANDATORY IMPORTANT MUST ATTENTION declare Confidence: X% with evidence list + file:line proof for EVERY claim.
95%+ recommend freely | 80-94% with caveats | 60-79% list unknowns | <60% STOP — gather more evidence.
⚠️ Validate Before Fix (NON-NEGOTIABLE): After root cause analysis + plan creation, MUST ATTENTION present findings + proposed fix plan to user via AskUserQuestion and get explicit approval BEFORE any code changes. No silent fixes.
Ultrathink parallel to fix: $ARGUMENTS
IMPORTANT: Activate needed skills. Ensure token efficiency. Sacrifice grammar for concision.
Workflow
1. Issue Analysis
- Use
debugger subagent to analyze root causes
- Use
/scout-ext to find related files
- Categorize issues by scope/area (frontend, backend, auth, payments, etc.)
- Identify dependencies between issues
- External Memory: Each parallel agent writes findings to
.ai/workspace/analysis/{issue-name}-{agent}.analysis.md. Main agent re-reads all before coordinating fixes.
2. Parallel Fix Planning
- Trigger
/plan-parallel <detailed-fix-instructions> for parallel-executable fix plan
- Wait for plan with dependency graph, execution strategy, file ownership matrix
- Group independent fixes for parallel execution
- Sequential fixes for dependent issues
- 🛑 Present root cause + fix plan →
AskUserQuestion → wait for user approval before launching agents.
3. Parallel Fix Implementation
- Read
plan.md for dependency graph
- Launch multiple
fullstack-developer agents in PARALLEL for independent fixes
- Example: "Fix auth + Fix payments + Fix UI" → launch 3 agents simultaneously
- Pass phase file path:
{plan-dir}/phase-XX-*.md
- Include environment info
- Wait for all parallel fixes complete before dependent fixes
- Sequential fixes: launch one agent at a time
Subagent Context Discipline:
- Provide full task text — paste task content into subagent prompt; don't make subagent read plan file
- "Ask questions before starting" — subagent should surface uncertainties before implementing
- Self-review before reporting — subagent checks completeness, quality, YAGNI before returning results
4. Testing
- Use
tester subagent for full test suite
- NO fake data/mocks/cheats
- Verify all issues resolved
- If fail: use
debugger, fix, repeat
5. Code Review
Two-Stage Task Review — Both stages MUST ATTENTION complete before marking task done.
Stage 1: Self-review — Immediately after implementation:
- Requirements met? No regressions? Code quality acceptable?
Stage 2: Cross-review — Via code-reviewer subagent:
- Catches blind spots, convention drift, missed edge cases
NEVER skip Stage 2. Self-review alone misses 40%+ of issues.
1. First: dispatch `spec-compliance-reviewer` to verify each fix matches its spec
2. Only after spec passes: dispatch `code-reviewer` for quality review
- Verify fixes don't introduce regressions
- If critical issues: fix, retest
6. Project Management & Docs
- If approved: use
project-manager + docs-manager in parallel
- Update plan files, docs, roadmap
- If rejected: fix and repeat
7. Prove Fix
- MANDATORY: Run
/prove-fix for EACH parallel fix
- Build code proof traces per change with confidence scores
- If any change scores < 80%, return to debug for that fix
8. Final Report
- Summary of all fixes from parallel phases
- Verification status per issue (include prove-fix confidence scores)
- Ask to commit (use
git-manager if yes)
Example: Fix 1 (auth) + Fix 2 (payments) + Fix 3 (UI) → Launch 3 fullstack-developer agents → Wait → Prove each fix → Fix 4 (integration) sequential
Next Steps (Standalone: MUST ATTENTION ask user via AskUserQuestion. Skip if inside workflow.)
MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS: If this skill was called outside a workflow, you MUST ATTENTION use AskUserQuestion to present these options. Do NOT skip because the task seems "simple" or "obvious" — the user decides:
- "Proceed with full workflow (Recommended)" — I'll detect the best workflow to continue from here (fixes applied). This ensures prove-fix, review, testing, and docs steps aren't skipped.
- "/prove-fix" — Prove fix correctness with code traces
- "/test" — Run tests to verify fixes
- "Skip, continue manually" — user decides
If already inside a workflow, skip — the workflow handles sequencing.
Closing Reminders
- MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks using
TaskCreate BEFORE starting
- MANDATORY IMPORTANT MUST ATTENTION search codebase for 3+ similar patterns before creating new code
- MANDATORY IMPORTANT MUST ATTENTION cite
file:line evidence for every claim (confidence >80% to act)
- MANDATORY IMPORTANT MUST ATTENTION add a final review todo task to verify work quality
- MANDATORY IMPORTANT MUST ATTENTION STOP after 3 failed fix attempts — report outcomes, ask user before #4
MANDATORY IMPORTANT MUST ATTENTION READ the following files before starting:
- MANDATORY IMPORTANT MUST ATTENTION search 3+ existing patterns and read code BEFORE any modification. Run graph trace when graph.db exists.
- MANDATORY IMPORTANT MUST ATTENTION cite
file:line evidence for every claim. Confidence >80% to act, <60% = do NOT recommend.
- MANDATORY IMPORTANT MUST ATTENTION include
story_points and complexity in plan frontmatter. SP > 8 = split.
- MANDATORY IMPORTANT MUST ATTENTION STOP after 3 failed fix attempts. Report all attempts, ask user before continuing.
- MANDATORY IMPORTANT MUST ATTENTION read frontend-patterns-reference, scss-styling-guide, design-system/README before any UI change.
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1---2name: duc01226-easyplatform-fix-parallel3description: > **[IMPORTANT]** Use `TaskCreate` to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.4---56> **[IMPORTANT]** Use `TaskCreate` to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.78<!-- SYNC:understand-code-first -->910> **Understand Code First** — HARD-GATE: Do NOT write, plan, or fix until you READ existing code.11>12> 1. Search 3+ similar patterns (`grep`/`glob`) — cite `file:line` evidence13> 2. Read existing files in target area — understand structure, base classes, conventions14> 3. Run `python .claude/scripts/code_graph trace <file> --direction both --json` when `.code-graph/graph.db` exists15> 4. Map dependencies via `connections` or `callers_of` — know what depends on your target16> 5. Write investigation to `.ai/workspace/analysis/` for non-trivial tasks (3+ files)17> 6. Re-read analysis file before implementing — never work from memory alone18> 7. NEVER invent new patterns when existing ones work — match exactly or document deviation19>20> **BLOCKED until:** `- [ ]` Read target files `- [ ]` Grep 3+ patterns `- [ ]` Graph trace (if graph.db exists) `- [ ]` Assumptions verified with evidence2122<!-- /SYNC:understand-code-first -->2324<!-- SYNC:evidence-based-reasoning -->2526> **Evidence-Based Reasoning** — Speculation is FORBIDDEN. Every claim needs proof.27>28> 1. Cite `file:line`, grep results, or framework docs for EVERY claim29> 2. Declare confidence: >80% act freely, 60-80% verify first, <60% DO NOT recommend30> 3. Cross-service validation required for architectural changes31> 4. "I don't have enough evidence" is valid and expected output32>33> **BLOCKED until:** `- [ ]` Evidence file path (`file:line`) `- [ ]` Grep search performed `- [ ]` 3+ similar patterns found `- [ ]` Confidence level stated34>35> **Forbidden without proof:** "obviously", "I think", "should be", "probably", "this is because"36> **If incomplete →** output: `"Insufficient evidence. Verified: [...]. Not verified: [...]."`3738<!-- /SYNC:evidence-based-reasoning -->3940- `docs/project-reference/domain-entities-reference.md` — Domain entity catalog, relationships, cross-service sync (read when task involves business entities/models) (content auto-injected by hook — check for [Injected: ...] header before reading)4142<!-- SYNC:estimation-framework -->4344> **Estimation** — Modified Fibonacci: 1(trivial) → 2(small) → 3(medium) → 5(large) → 8(very large) → 13(epic, SHOULD split) → 21(MUST ATTENTION split). Output `story_points` and `complexity` in plan frontmatter. Complexity auto-derived: 1-2=Low, 3-5=Medium, 8=High, 13+=Critical.4546<!-- /SYNC:estimation-framework -->4748<!-- SYNC:red-flag-stop-conditions -->4950> **Red Flag Stop Conditions** — STOP and escalate to user via AskUserQuestion when:51>52> 1. Confidence drops below 60% on any critical decision53> 2. Changes would affect >20 files (blast radius too large)54> 3. Cross-service boundary is being crossed55> 4. Security-sensitive code (auth, crypto, PII handling)56> 5. Breaking change detected (interface, API contract, DB schema)57> 6. Test coverage would decrease after changes58> 7. Approach requires technology/pattern not in the project59>60> **NEVER proceed past a red flag without explicit user approval.**6162<!-- /SYNC:red-flag-stop-conditions -->6364> **Skill Variant:** Variant of `/fix` — parallel multi-issue resolution using subagents.6566## Quick Summary6768**Goal:** Fix multiple independent issues simultaneously using parallel fullstack-developer subagents.6970**Workflow:**71721. **Triage** — Classify issues and verify independence (no shared files)732. **Assign** — Distribute issues to parallel subagents with strict file ownership743. **Execute** — Subagents fix issues independently754. **Merge** — Review and integrate all fixes7677**Key Rules:**7879- Debug Mindset: every claim needs `file:line` evidence80- Issues MUST ATTENTION be independent (no overlapping file modifications)81- Each subagent owns specific files; no cross-boundary edits8283<!-- SYNC:root-cause-debugging -->8485> **Root Cause Debugging** — Systematic approach, never guess-and-check.86>87> 1. **Reproduce** — Confirm the issue exists with evidence (error message, stack trace, screenshot)88> 2. **Isolate** — Narrow to specific file/function/line using binary search + graph trace89> 3. **Trace** — Follow data flow from input to failure point. Read actual code, don't infer.90> 4. **Hypothesize** — Form theory with confidence %. State what evidence supports/contradicts it91> 5. **Verify** — Test hypothesis with targeted grep/read. One variable at a time.92> 6. **Fix** — Address root cause, not symptoms. Verify fix doesn't break callers via graph `connections`93>94> **NEVER:** Guess without evidence. Fix symptoms instead of cause. Skip reproduction step.9596<!-- /SYNC:root-cause-debugging -->9798### Frontend/UI Context (if applicable)99100> When this task involves frontend or UI changes,101102<!-- SYNC:ui-system-context -->103104> **UI System Context** — For ANY task touching `.ts`, `.html`, `.scss`, or `.css` files:105>106> **MUST ATTENTION READ before implementing:**107>108> 1. `docs/project-reference/frontend-patterns-reference.md` — component base classes, stores, forms109> 2. `docs/project-reference/scss-styling-guide.md` — BEM methodology, SCSS variables, mixins, responsive110> 3. `docs/project-reference/design-system/README.md` — design tokens, component inventory, icons111>112> Reference `docs/project-config.json` for project-specific paths.113114<!-- /SYNC:ui-system-context -->115116- Component patterns: `docs/project-reference/frontend-patterns-reference.md`117- Styling/BEM guide: `docs/project-reference/scss-styling-guide.md`118- Design system tokens: `docs/project-reference/design-system/README.md`119120## Debug Mindset (NON-NEGOTIABLE)121122**Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).**123124- Do NOT assume the first hypothesis is correct — verify with actual code traces125- Every root cause claim must include `file:line` evidence126- If you cannot prove a root cause with a code trace, state "hypothesis, not confirmed"127- Question assumptions: "Is this really the cause?" → trace the actual execution path128- Challenge completeness: "Are there other contributing factors?" → check related code paths129- No "should fix it" without proof — verify the fix addresses the traced root cause130131## ⚠️ MANDATORY: Confidence & Evidence Gate132133**MANDATORY IMPORTANT MUST ATTENTION** declare `Confidence: X%` with evidence list + `file:line` proof for EVERY claim.134**95%+** recommend freely | **80-94%** with caveats | **60-79%** list unknowns | **<60% STOP — gather more evidence.**135136> **⚠️ Validate Before Fix (NON-NEGOTIABLE):** After root cause analysis + plan creation, MUST ATTENTION present findings + proposed fix plan to user via `AskUserQuestion` and get explicit approval BEFORE any code changes. No silent fixes.137138**Ultrathink parallel** to fix: <issues>$ARGUMENTS</issues>139140**IMPORTANT:** Activate needed skills. Ensure token efficiency. Sacrifice grammar for concision.141142## Workflow143144### 1. Issue Analysis145146- Use `debugger` subagent to analyze root causes147- Use `/scout-ext` to find related files148- Categorize issues by scope/area (frontend, backend, auth, payments, etc.)149- Identify dependencies between issues150- **External Memory**: Each parallel agent writes findings to `.ai/workspace/analysis/{issue-name}-{agent}.analysis.md`. Main agent re-reads all before coordinating fixes.151152### 2. Parallel Fix Planning153154- Trigger `/plan-parallel <detailed-fix-instructions>` for parallel-executable fix plan155- Wait for plan with dependency graph, execution strategy, file ownership matrix156- Group independent fixes for parallel execution157- Sequential fixes for dependent issues158- **🛑 Present root cause + fix plan → `AskUserQuestion` → wait for user approval before launching agents.**159160### 3. Parallel Fix Implementation161162- Read `plan.md` for dependency graph163- Launch multiple `fullstack-developer` agents in PARALLEL for independent fixes164 - Example: "Fix auth + Fix payments + Fix UI" → launch 3 agents simultaneously165 - Pass phase file path: `{plan-dir}/phase-XX-*.md`166 - Include environment info167- Wait for all parallel fixes complete before dependent fixes168- Sequential fixes: launch one agent at a time169170**Subagent Context Discipline:**171172- **Provide full task text** — paste task content into subagent prompt; don't make subagent read plan file173- **"Ask questions before starting"** — subagent should surface uncertainties before implementing174- **Self-review before reporting** — subagent checks completeness, quality, YAGNI before returning results175176### 4. Testing177178- Use `tester` subagent for full test suite179- NO fake data/mocks/cheats180- Verify all issues resolved181- If fail: use `debugger`, fix, repeat182183### 5. Code Review184185<!-- SYNC:two-stage-task-review -->186187> **Two-Stage Task Review** — Both stages MUST ATTENTION complete before marking task done.188>189> **Stage 1: Self-review** — Immediately after implementation:190>191> - Requirements met? No regressions? Code quality acceptable?192>193> **Stage 2: Cross-review** — Via `code-reviewer` subagent:194>195> - Catches blind spots, convention drift, missed edge cases196>197> **NEVER skip Stage 2.** Self-review alone misses 40%+ of issues.198199<!-- /SYNC:two-stage-task-review -->200201 1. First: dispatch `spec-compliance-reviewer` to verify each fix matches its spec202 2. Only after spec passes: dispatch `code-reviewer` for quality review203204- Verify fixes don't introduce regressions205- If critical issues: fix, retest206207### 6. Project Management & Docs208209- If approved: use `project-manager` + `docs-manager` in parallel210- Update plan files, docs, roadmap211- If rejected: fix and repeat212213### 7. Prove Fix214215- **MANDATORY:** Run `/prove-fix` for EACH parallel fix216- Build code proof traces per change with confidence scores217- If any change scores < 80%, return to debug for that fix218219### 8. Final Report220221- Summary of all fixes from parallel phases222- Verification status per issue (include prove-fix confidence scores)223- Ask to commit (use `git-manager` if yes)224225**Example:** Fix 1 (auth) + Fix 2 (payments) + Fix 3 (UI) → Launch 3 fullstack-developer agents → Wait → Prove each fix → Fix 4 (integration) sequential226227---228229## Next Steps (Standalone: MUST ATTENTION ask user via `AskUserQuestion`. Skip if inside workflow.)230231> **MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS:** If this skill was called **outside a workflow**, you MUST ATTENTION use `AskUserQuestion` to present these options. Do NOT skip because the task seems "simple" or "obvious" — the user decides:232233- **"Proceed with full workflow (Recommended)"** — I'll detect the best workflow to continue from here (fixes applied). This ensures prove-fix, review, testing, and docs steps aren't skipped.234- **"/prove-fix"** — Prove fix correctness with code traces235- **"/test"** — Run tests to verify fixes236- **"Skip, continue manually"** — user decides237238> If already inside a workflow, skip — the workflow handles sequencing.239240## Closing Reminders241242- **MANDATORY IMPORTANT MUST ATTENTION** break work into small todo tasks using `TaskCreate` BEFORE starting243- **MANDATORY IMPORTANT MUST ATTENTION** search codebase for 3+ similar patterns before creating new code244- **MANDATORY IMPORTANT MUST ATTENTION** cite `file:line` evidence for every claim (confidence >80% to act)245- **MANDATORY IMPORTANT MUST ATTENTION** add a final review todo task to verify work quality246- **MANDATORY IMPORTANT MUST ATTENTION** STOP after 3 failed fix attempts — report outcomes, ask user before #4247 **MANDATORY IMPORTANT MUST ATTENTION** READ the following files before starting:248 <!-- SYNC:understand-code-first:reminder -->249- **MANDATORY IMPORTANT MUST ATTENTION** search 3+ existing patterns and read code BEFORE any modification. Run graph trace when graph.db exists.250 <!-- /SYNC:understand-code-first:reminder -->251 <!-- SYNC:evidence-based-reasoning:reminder -->252- **MANDATORY IMPORTANT MUST ATTENTION** cite `file:line` evidence for every claim. Confidence >80% to act, <60% = do NOT recommend.253 <!-- /SYNC:evidence-based-reasoning:reminder -->254 <!-- SYNC:estimation-framework:reminder -->255- **MANDATORY IMPORTANT MUST ATTENTION** include `story_points` and `complexity` in plan frontmatter. SP > 8 = split.256 <!-- /SYNC:estimation-framework:reminder -->257 <!-- SYNC:red-flag-stop-conditions:reminder -->258- **MANDATORY IMPORTANT MUST ATTENTION** STOP after 3 failed fix attempts. Report all attempts, ask user before continuing.259 <!-- /SYNC:red-flag-stop-conditions:reminder -->260 <!-- SYNC:ui-system-context:reminder -->261- **MANDATORY IMPORTANT MUST ATTENTION** read frontend-patterns-reference, scss-styling-guide, design-system/README before any UI change.262 <!-- /SYNC:ui-system-context:reminder -->263264---265> Converted and distributed by [TomeVault](https://tomevault.io/claim/duc01226) — claim your Tome and manage your conversions.266<!-- tomevault:4.0:skill_md:2026-04-13 -->