niko-qa
Niko Memory Bank System - QA Phase - Post-Implementation Semantic Review
Skill by Texarkanine
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About
Use cases: testing
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/niko-qa
What's inside
- Skill name
niko-qa- Description
- Niko Memory Bank System - QA Phase - Post-Implementation Semantic Review
- License
- AGPL-3.0
- Instructions
- 84 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# QA Phase - Post-Implementation Semantic Review
This command performs a structured semantic review of the code just implemented against the original plan. It catches over-engineering, incomplete implementations, pattern violations, and implementation debris that mechanical checks (lint/build/test) cannot detect.
## Step 1: Load Memory Bank Files
Read:
- `memory-bank/active/tasks.md`
- `memory-bank/active/projectbrief.md`
- `memory-bank/systemPatterns.md`
- `memory-bank/active/activeContext.md`
- `memory-bank/active/progress.md`
- `memory-bank/active/creative/`
## Step 2: QA Workflow
1. **Verify Prerequisites**
- Check `memory-bank/active/tasks.md` for build phase completion
- Read the original implementation plan to establish the review baseline
- For Level 3-4: Read creative phase documents for design intent
2. **Review the code just implemented against the original plan.** Judge only — do not edit the implementation under review. Flag violations of:
- **KISS**: Over-engineered logic, unnecessary abstractions, or indirection that a simpler construct would replace.
- **DRY**: Duplicate code, boilerplate, or reinvented utilities the codebase already provides.
- **YAGNI**: Speculative code, unused parameters, or features not required by the plan.
- **Completeness**: Requirements stubbed, TODO'd, commented-as-pseudocode, or otherwise not actually implemented.
- **Regression**: Broken naming, structure, error-handling, or other established patterns across affected projects; code that accretes rather than extends the architecture.
- **Integrity**: Hardcoded shortcuts, magic numbers, placeholder strings, or debug artifacts left from scaffolding.
- **Documentation**: Project docs that should have been updated with the code changes and were not.
3. **Judge, Do Not Fix**
- Surface and judge. Never modify the work under review.
- Allowed writes only: `memory-bank/active/.qa-validation-status`, QA findings in `tasks.md` / `progress.md`, and (at Step 4) the `**Phase:**` field in `activeContext.md`.
- Record every issue as a finding. FAIL when something must change before acceptance; PASS only when the implementation is acceptable as-is (advisories allowed).
4. **Generate QA Report**
- Summarize findings
- Write validation status to `memory-bank/active/.qa-validation-status`
- Update `memory-bank/active/tasks.md` with QA results
5. **Handle Results**
- **On PASS**: Good job!
- **On FAIL (issues requiring build changes)**: Record that Build must rerun to fix the issues.
- **On FAIL (fundamental plan issue discovered)**: Record that Plan must rerun to revise the plan.
## Step 3: Log Progress
> 🚨 **Printing this notice is NOT the end of this phase.** After printing, continue immediately to the next step - do not stop.
Update `memory-bank/active/progress.md` to record completion of the QA phase.
When QA review is complete, print:
### PASS
~~~markdown
# QA Result
✅ PASS
1. **Findings** - bulleted list of each semantic finding and why it does or does not block
~~~
### FAIL
~~~markdown
# QA Result
❌ FAIL
1. **Findings** - bulleted list of each semantic finding and why it blocks
## Next Steps
(the next command, if any, based on the current complexity-level's workflow & QA result)
~~~
## Step 4: End of Verification
Update `memory-bank/active/activeContext.md` so `**Phase:**` records this phase complete with PASS or FAIL (e.g. `**Phase:** PREFLIGHT - COMPLETE (PASS)` / `**Phase:** QA - COMPLETE (FAIL)`). Do not load a level workflow or begin another phase. Stop.From Texarkanine/nervouscsstem, AGPL-3.0.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 8
- Last commit (this folder)
- Sep 12, 2026 (1 month ago)
- Last release
- Sep 13, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- AGPL-3.0
- Repository
- github.com/Texarkanine/nervouscsstem
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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niko-qa skill. Agent Mart. https://agentmart.dev/skills/texarkanine-niko-qa-b49b24 (last updated 2026-10-24)