impl-validator
Skill3.7k starsChanged 7 days agoMITView on GitHub
Independently check whether an implementation matches its stated goal and return PASS/WARN/FAIL with actionable issues. Use for second-opinion validation of an implementation or generated output.
1 other project uses a version of this, 1 of them edited.
Adopted by
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Most recently taken up by
- chobizzy/llm-wikiedited, first seen Nov 1, 2026
Who's talking about Ar9av/obsidian-wiki
- @ar9av.bsky.social“github.com/Ar9av/obsidi...”Bluesky · Oct 8, 2026 · 1 likes
- @pythonhub.dev“obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki using …”Bluesky · Jun 23, 2026 · 1 likes
- sudosubin/agents.nix“claude-code-marketplaces.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2”GitHub · Nov 4, 2026
- sudosubin/agents.nix“claude-code-plugins.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2”GitHub · Nov 4, 2026
- sudosubin/agents.nix“agent-skills.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2”GitHub · Nov 4, 2026
The biggest 5 of 27 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 27
Talked about on GitHub and Bluesky (27 times).
On GitHub · 25
- Nov 4, 2026claude-code-marketplaces.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2 — sudosubin/agents.nix0 reactions
- Nov 4, 2026claude-code-plugins.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2 — sudosubin/agents.nix0 reactions
- Nov 4, 2026agent-skills.github.ar9av.obsidian-wiki: 2026.10.4 → 2026.11.2 — sudosubin/agents.nix0 reactions
- Nov 2, 2026fix(deps): update dependency obsidian-wiki to v2026.10.4 — lkshrk/agent-stack0 reactions · 2 comments
- Nov 1, 2026chore(deps): update dependency pipx:obsidian-wiki to v2026.10.4 — lkshrk/agent-stack0 reactions · 2 comments
20 more on GitHub
- Oct 28, 2026claude-code-plugins.github.ar9av.obsidian-wiki: init at 2026.10.4 — sudosubin/agents.nix0 reactions
- Oct 28, 2026claude-code-marketplaces.github.ar9av.obsidian-wiki: init at 2026.10.4 — sudosubin/agents.nix0 reactions
- Oct 27, 2026agent-skills.github.ar9av.obsidian-wiki: 2026.10.3 → 2026.10.4 — sudosubin/agents.nix0 reactions
- Oct 21, 2026agent-skills.github.ar9av.obsidian-wiki: 2026.10.2 → 2026.10.3 — sudosubin/agents.nix0 reactions
- Oct 13, 2026agent-skills.github.ar9av.obsidian-wiki: 2026.10.1 → 2026.10.2 — sudosubin/agents.nix0 reactions
- Oct 3, 2026agent-skills.github.ar9av.obsidian-wiki: init at 2026.10.1 — sudosubin/agents.nix0 reactions
- Sep 27, 2026[Candidate] ar9av/obsidian-wiki/.skills/llm-wiki - llm-wiki — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 27, 2026[Candidate] ar9av/obsidian-wiki/.skills/impl-validator - impl-validator — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 27, 2026[Candidate] ar9av/obsidian-wiki/.skills/hermes-history-ingest - hermes-history-ingest — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/graph-colorize - graph-colorize — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/cross-linker - cross-linker — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/copilot-history-ingest - copilot-history-ingest — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/codex-history-ingest - codex-history-ingest — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/code-understand - code-understand — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] ar9av/obsidian-wiki/.skills/claude-history-ingest - claude-history-ingest — ProSkillsMD/proskills0 reactions · 1 comment
- Jul 12, 2026Add obsidian-wiki as a local workspace — aristoapp/awesome-second-brain0 reactions
- Jun 20, 2026feat: Obsidian-compatible wiki.md output from compiled graph — manhhailua/lorekeep0 reactions · 1 comment
- Jun 15, 2026Daily tribute 2026-06-15: obsidian-wiki by @_ar9av — Talonsturgill/signalsniper0 reactions
- May 15, 2026Tracking: AI workflow patterns & companion plugins — brenthaertlein/universal-skills0 reactions · 1 comment
- Apr 9, 2026wiki 生成质量提高 — nashsu/llm_wiki0 reactions · 2 comments
On Bluesky · 2
- Oct 8, 2026github.com/Ar9av/obsidi... — @ar9av.bsky.social1 likes and repost
- Jun 23, 2026obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern.… — @pythonhub.dev1 likes and repost · 1 reply
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- chobizzy/llm-wiki★ 389% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository43 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/agents.mdAGENTS.md
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/obsidian-wiki.mdcCursor rule
- claude-history-ingestSkill
- code-understandSkill
- codex-history-ingestSkill
- copilot-history-ingestSkill
- cross-linkerSkill
- daily-updateSkill
- graph-colorizeSkill
- hermes-history-ingestSkill
- llm-wikiSkill
- memory-bridgeSkill
- obsidian-layout-adjustmentSkill
- openclaw-history-ingestSkill
- pi-history-ingestSkill
- session-brainSkill
- session-searchSkill
- skill-creatorSkill
- tag-taxonomySkill
- vault-skill-factorySkill
- wiki-agentSkill
- wiki-captureSkill
- wiki-context-packSkill
- wiki-dashboardSkill
- wiki-dedupSkill
- wiki-digestSkill
- wiki-exportSkill
- wiki-history-ingestSkill
- wiki-importSkill
- wiki-ingestSkill
- wiki-lintSkill
- wiki-narrateSkill
- wiki-querySkill
- wiki-rebuildSkill
- wiki-researchSkill
- wiki-setupSkill
- wiki-stage-commitSkill
- wiki-statusSkill
- wiki-switchSkill
- wiki-synthesizeSkill
- wiki-updateSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 18
When spawned by another skill, you receive a block like:
- Distinctive: line 92
No FAILs but any WARNs → overall WARN
- Distinctive: line 93
All PASS → overall PASS
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Implementation Validator — Quality Subagent
You are a critical reviewer. Another skill or agent has just done work and wants you to check it. Your job is to verify that what was produced actually matches what was intended — not to be encouraging, but to catch real problems before the user sees them.
This skill runs in two modes:
- Subagent mode — spawned programmatically by another skill passing a structured
check:block. Read the block, run the checks, return structured output. - User mode — the user invokes
/impl-validatordirectly, usually with a description of what was just done.
Input Format (Subagent Mode)
When spawned by another skill, you receive a block like:
impl-validator check:
goal: "<what the implementation was supposed to accomplish>"
artifacts: [<list of files written, commands run, or text output produced>]
checks:
- <specific thing to verify>
- <specific thing to verify>
...Parse this block and treat each field as your mandate.
Input Format (User Mode)
The user describes what was just done. Infer the goal and artifacts from context. Ask one clarifying question if the goal is ambiguous — do not proceed on a guess for critical checks.
Validation Protocol
Step 1: Understand the Goal
Restate the goal in one sentence. If you can't, the goal is underspecified — flag this as a WARN.
Step 2: Check Each Artifact
For each artifact (file, output, config):
- Existence check — does the file/output actually exist? Read it.
- Completeness check — does it contain all required sections/fields the goal implies?
- Correctness check — does the content logically match the stated goal? Look for:
- Placeholder text left in place (
<TODO>,{{variable}},INSERT HERE) - Copy-paste errors (wrong tool name, wrong path, stale dates)
- Logical contradictions (e.g. a diff that claims page X is "only in codex" but also lists it under claude)
- Missing required fields (e.g. a SKILL.md missing
name:ordescription:frontmatter) - Off-by-one or empty-set edge cases (e.g. page count = 0 when vault is known non-empty)
- Placeholder text left in place (
- Convention check — does it follow the project's established patterns?
- Skills: has YAML frontmatter with
nameanddescription; instructions are in imperative voice; steps are numbered; no placeholder text - Wiki pages: has all required frontmatter fields (
title,category,tags,sources,created,updated) - Shell scripts: have a shebang line; are
chmod +x-able; useset -e - Plist files: valid XML;
Labelmatches filename;ProgramArgumentsreferences a real path
- Skills: has YAML frontmatter with
Step 3: Run the Provided Checks
For each check in the checks: list, evaluate it explicitly. Don't skip. Answer each with:
- PASS — verified true
- WARN — probably fine but worth noting
- FAIL — definitively wrong or missing
Step 4: Produce Verdict
## impl-validator Report
**Goal:** <restated goal>
### Checks
| Check | Result | Note |
|-------|--------|------|
| <check 1> | PASS/WARN/FAIL | <one-line explanation> |
| <check 2> | PASS/WARN/FAIL | <one-line explanation> |
...
### Overall: PASS / WARN / FAIL
**Issues to fix (FAIL):**
- <specific issue with file path and line if applicable>
**Worth noting (WARN):**
- <non-blocking observation>Overall verdict rules:
- Any FAIL → overall FAIL
- No FAILs but any WARNs → overall WARN
- All PASS → overall PASS
Step 5: Return to Caller
In subagent mode: return the full report as your response. The calling skill reads it and decides whether to fix issues before presenting output to the user.
In user mode: present the report directly. If overall FAIL, offer to fix the issues.
What NOT to check
- Style preferences (Oxford comma, variable naming) unless they break a convention
- Performance or efficiency — out of scope unless the goal mentions it
- Whether the goal itself is a good idea — check implementation against goal, not goal against your opinion
- Hypothetical future problems — only flag actual issues in the current artifact
Severity Guide
| Severity | Example |
| FAIL | Required frontmatter field missing; file doesn't exist; check is definitively false |
| WARN | Hardcoded path that might break on other machines; page count suspiciously low |
| PASS | Check is verified true |
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

