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team-attention/hoyeon

Requirements-first Harness — derive, verify, execute.

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

codex/skills/hoyeon-blueprint/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 7cff03298928

No earlier version was observed for comparison.

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codex/skills/hoyeon-browser-work/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

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codex/skills/hoyeon-clarify/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-deep-research/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-dev-scan/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-discuss/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-execute/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-google-search/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-reference-seek/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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codex/skills/hoyeon-specify/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/analyze-oss/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/blueprint/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/browser-work/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/bugfix/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/check/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/clarify/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/compound/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/council/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/deep-research/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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First observation → 7cff03298928

No earlier version was observed for comparison.

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skills/dev-scan/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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No earlier version was observed for comparison.

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skills/discuss/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/execute/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

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skills/google-search/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/issue/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/mirror/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/qa/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/ralph/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/reference-seek/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/rulph/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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First observation → 7cff03298928

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skills/scaffold/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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First observation → 7cff03298928

No earlier version was observed for comparison.

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skills/skill-session-analyzer/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/specify/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/stepback/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/tech-decision/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/tribunal/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/ultrawork/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/verify/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 7cff03298928

No earlier version was observed for comparison.

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View on GitHubAdd to my skills

Verified commit 7cff03298928d128c70c9ea45052102ba6b1a0ea

git clone --filter=blob:none --no-checkout https://github.com/team-attention/hoyeon.git .hotskills/team-attention-hoyeon && git -C .hotskills/team-attention-hoyeon checkout --detach 7cff03298928d128c70c9ea45052102ba6b1a0ea # Copy each selected skill directory from .hotskills/team-attention-hoyeon into .claude/skills/<skill-name>/
173GitHub stars
0stars in 7 days
37skills in this repository
0commits in 30 days

Heat

0.4
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Oct 25, 2026173

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

hoyeon-blueprint

When your agent uses it

Hoyeon blueprint workflow for Codex. Use when the user invokes "$hoyeon-blueprint" or wants to turn requirements.md into a validated plan.json and optional contracts.md. This adapter loads the canonical blueprint skill and follows its Codex runtime surface.

What it loads into context

Frontmatter

70 tokens

Always available to the agent

SKILL.md

309 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

    Scripts executed separately

    • ../../../scripts/cli-version-sync.sh
    • ../../../scripts/edit-error-recovery.sh
    • ../../../scripts/large-file-recovery.sh
    • ../../../scripts/ralph-dod-guard.sh
    • ../../../scripts/ralph-stop.sh
    • ../../../scripts/rulph-init.sh
    • ../../../scripts/rulph-stop.sh
    • ../../../scripts/rv-detector.sh
    • ../../../scripts/rv-validator.sh
    • ../../../scripts/session-compact-hook.sh
    • ../../../scripts/skill-session-cleanup.sh
    • ../../../scripts/skill-session-guard.sh
    • ../../../scripts/skill-session-init.sh
    • ../../../scripts/skill-session-stop.sh
    • ../../../scripts/tool-failure-tracker.sh
    • ../../../scripts/tool-output-truncator.sh
    • ../../../scripts/ultrawork-init-hook.sh
    • ../../../scripts/ultrawork-stop-hook.sh
    • ../../../scripts/validate-output.sh

    Files

    • ../../../.claude-plugin/marketplace.jsonasset687 bytes
    • ../../../.claude-plugin/plugin.jsonasset265 bytes
    • SKILL.mdcore1,207 bytes
    • ../../../hooks/hooks.jsonasset3,728 bytes
    • ../../../scripts/cli-version-sync.shruns764 bytes
    • ../../../scripts/edit-error-recovery.shruns2,262 bytes
    • ../../../scripts/large-file-recovery.shruns1,326 bytes
    • ../../../scripts/ralph-dod-guard.shruns1,447 bytes
    • ../../../scripts/ralph-stop.shruns4,528 bytes
    • ../../../scripts/rulph-init.shruns1,537 bytes
    • ../../../scripts/rulph-stop.shruns2,962 bytes
    • ../../../scripts/rv-detector.shruns1,308 bytes
    • ../../../scripts/rv-validator.shruns1,375 bytes
    • ../../../scripts/session-compact-hook.shruns950 bytes
    • ../../../scripts/skill-session-cleanup.shruns708 bytes
    • ../../../scripts/skill-session-guard.shruns1,390 bytes
    • ../../../scripts/skill-session-init.shruns3,643 bytes
    • ../../../scripts/skill-session-stop.shruns3,546 bytes
    • ../../../scripts/tool-failure-tracker.shruns2,149 bytes
    • ../../../scripts/tool-output-truncator.shruns1,979 bytes
    • ../../../scripts/ultrawork-init-hook.shruns1,607 bytes
    • ../../../scripts/ultrawork-stop-hook.shruns5,298 bytes
    • ../../../scripts/validate-output.shruns3,072 bytes
    Read SKILL.md
    
    # hoyeon-blueprint
    
    This is the Codex-facing wrapper for Hoyeon's canonical `blueprint` skill.
    
    Canonical skill:
    - Installed root: `__HOYEON_PLUGIN_ROOT__/skills/blueprint/SKILL.md`
    - Repo-local fallback: `skills/blueprint/SKILL.md` from the current Hoyeon repo
    
    When this skill is invoked:
    
    1. Read the canonical skill file above before executing the workflow.
    2. Follow the `Runtime Surface` -> `Codex` section in that file.
    3. Mutate `plan.json` only through `hoyeon-cli plan init|merge|validate`.
    4. Prefer temporary JSON files over inline complex JSON.
    View the complete source on GitHub

    Skills included

    • hoyeon-blueprint
    • hoyeon-browser-work
    • hoyeon-clarify
    • hoyeon-deep-research
    • hoyeon-dev-scan
    • hoyeon-discuss
    • hoyeon-execute
    • hoyeon-google-search
    • hoyeon-reference-seek
    • hoyeon-specify
    • analyze-oss
    • blueprint
    • browser-work
    • bugfix
    • check
    • clarify
    • compound
    • council
    • deep-research
    • dev-scan
    • discuss
    • execute
    • google-search
    • issue
    • mirror
    • qa
    • ralph
    • reference-seek
    • rulph
    • scaffold
    • skill-session-analyzer
    • specify
    • stepback
    • tech-decision
    • tribunal
    • ultrawork
    • verify

    Repository facts

    License
    MIT
    Created
    Jan 21, 2026
    Last pushed
    May 21, 2026
    Forks
    23
    Open issues
    1
    Project activity
    Slowing

    Before you install

    Network or broad shell

    Automated signals, not a guarantee

    Checked Nov 6, 2026

    Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

    Show 103 notes
    • codex/skills/hoyeon-dev-scan/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • codex/skills/hoyeon-reference-seek/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/analyze-oss/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/analyze-oss/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/analyze-oss/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/analyze-oss/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/blueprint/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/browser-work/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/browser-work/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/browser-work/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    • skills/browser-work/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
    Show all 103 signals by file

    .claude-plugin/marketplace.json

    • Network accessline 1
      {   "$schema": "https://anthropic.com/claude-code/marketplace.schema.json",
    • Network accessline 2
      "$schema": "https://anthropic.com/claude-code/marketplace.schema.json",

    scripts/cli-version-sync.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/codex-execute-smoke.sh

    • Executable scriptline 1
      #!/usr/bin/env bash
    • Executable scriptline 1
      #!/usr/bin/env bash
    • Dangerous shell operationline 13
      trap 'rm -rf "$WORKDIR"' EXIT
    • Dangerous shell operationline 13
      trap 'rm -rf "$WORKDIR"' EXIT

    scripts/edit-error-recovery.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/large-file-recovery.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/ralph-dod-guard.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/ralph-stop.sh

    • Executable scriptline 1
      #!/bin/bash
    • Dangerous shell operationline 37
      rm -f "$DOD_FILE" "$VERIFY_FLAG"
    • Dangerous shell operationline 96
      rm -f "$DOD_FILE" "$VERIFY_FLAG"

    scripts/rulph-init.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/rulph-stop.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/rv-detector.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/rv-validator.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/session-compact-hook.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/skill-session-cleanup.sh

    • Executable scriptline 1
      #!/bin/bash
    • Dangerous shell operationline 12
      # Guard: prevent rm -rf ~/.hoyeon/ if SESSION_ID is empty or null
    • Dangerous shell operationline 20
      rm -rf "$SESSION_DIR"
    • Dangerous shell operationline 24
      [[ -d "$HOME/.hoyeon" ]] && find "$HOME/.hoyeon" -mindepth 1 -maxdepth 1 -type d -mmin +1440 -exec rm -rf {} \; 2>/dev/null || true

    scripts/skill-session-guard.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/skill-session-init.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/skill-session-stop.sh

    • Executable scriptline 1
      #!/bin/bash
    • Dangerous shell operationline 33
      rm -f "$STATE_FILE"
    • Dangerous shell operationline 63
      rm -f "$STATE_FILE"
    • Dangerous shell operationline 84
      rm -f "$STATE_FILE"
    • Dangerous shell operationline 93
      rm -f "$STATE_FILE"
    • Dangerous shell operationline 109
      rm -f "$STATE_FILE"

    scripts/tool-failure-tracker.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/tool-output-truncator.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/ultrawork-init-hook.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/ultrawork-stop-hook.sh

    • Executable scriptline 1
      #!/bin/bash

    scripts/validate-output.sh

    • Executable scriptline 1
      #!/bin/bash

    skills/analyze-oss/SKILL.md

    • Network accessline 40
      Accept any of: - GitHub URL: `https://github.com/owner/repo` (or `git@github.com:...`)
    • Network accessline 41
      - GitHub URL: `https://github.com/owner/repo` (or `git@github.com:...`)

    skills/browser-work/references/chromux-guide.md

    • Network accessline 70
      # Page Title # https://example.com/page
    • Network accessline 71
      # https://example.com/page

    skills/check/SKILL.md

    • Access to secretsline 80
      [Credential-related source omitted]

    skills/clarify/SKILL.md

    skills/compound/SKILL.md

    skills/council/SKILL.md

    skills/deep-research/scripts/browser-extract.sh

    • Executable scriptline 1
      #!/bin/bash
    • Dangerous shell operationline 60
      TITLE=$("$CHROMUX" eval "$SESSION_ID" "document.title" 2>/dev/null || echo "")
    • Dangerous shell operationline 63
      DESC=$("$CHROMUX" eval "$SESSION_ID" "document.querySelector('meta[name=\"description\"]')?.content || ''" 2>/dev/null || echo "")
    • Dangerous shell operationline 66
      BODY=$("$CHROMUX" eval "$SESSION_ID" "document.body.innerText" 2>/dev/null || echo "")

    skills/deep-research/scripts/gemini-research.sh

    • Executable scriptline 1
      #!/bin/bash
    • Network accessline 11
      if ! command -v gemini >/dev/null 2>&1; then   echo "SKIP: gemini CLI not found — install via npm i -g @google/gemini-cli or see https://github.com/google-gemini/gemini-cli"
    • Network accessline 12
      echo "SKIP: gemini CLI not found — install via npm i -g @google/gemini-cli or see https://github.com/google-gemini/gemini-cli"

    skills/dev-scan/SKILL.md

    • Dangerous shell operationline 75
      rm -rf /tmp/dev-scan-$$

    skills/dev-scan/vendor/chromux-search/web-search.mjs

    • Executable scriptline 1
      #!/usr/bin/env node
    • Network accessline 187
      let q = query;   if (site) q += ` site:${site}`;   let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;
    • Network accessline 188
      if (site) q += ` site:${site}`;   let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;   if (time && TIME_MAP[time]) url += `&tbs=${TIME_MAP[time]}`;
    • Network accessline 189
      let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;

    skills/dev-scan/vendor/hn-search/hn-search.py

    • Executable scriptline 1
      #!/usr/bin/env python3
    • Network accessline 28
      BASE = "https://hn.algolia.com/api/v1"
    • Network accessline 42
      def fetch_json(url, timeout=10):     req = urllib.request.Request(url, headers={"User-Agent": UA})
    • Network accessline 43
      req = urllib.request.Request(url, headers={"User-Agent": UA})
    • Network accessline 44
      try:         with urllib.request.urlopen(req, timeout=timeout) as resp:             return json.loads(resp.read())
    • Network accessline 45
      with urllib.request.urlopen(req, timeout=timeout) as resp:
    • Network accessline 85
      "title": hit.get("title", ""),             "url": hit.get("url", ""),             "hn_url": f"https://news.ycombinator.com/item?id={hit.get('objectID', '')}",
    • Network accessline 86
      "url": hit.get("url", ""),             "hn_url": f"https://news.ycombinator.com/item?id={hit.get('objectID', '')}",             "points": hit.get("points", 0),
    • Network accessline 87
      "hn_url": f"https://news.ycombinator.com/item?id={hit.get('objectID', '')}",

    skills/dev-scan/vendor/ph-search/ph-search.py

    • Executable scriptline 1
      #!/usr/bin/env python3
    • Network accessline 26
      API_URL = "https://api.producthunt.com/v2/api/graphql"
    • Access to secretsline 117
      [Credential-related source omitted]
    • Network accessline 125
      payload = json.dumps({"query": query, "variables": variables or {}}).encode("utf-8")     req = urllib.request.Request(
    • Network accessline 126
      req = urllib.request.Request(
    • Network accessline 135
      )     try:         with urllib.request.urlopen(req, timeout=timeout) as resp:
    • Network accessline 136
      try:         with urllib.request.urlopen(req, timeout=timeout) as resp:             data = json.loads(resp.read())
    • Network accessline 137
      with urllib.request.urlopen(req, timeout=timeout) as resp:
    • Network accessline 241
      "tagline": node.get("tagline", ""),             "description": (node.get("description") or "")[:200],             "url": f"https://www.producthunt.com/posts/{node.get('slug', '')}",
    • Network accessline 242
      "description": (node.get("description") or "")[:200],             "url": f"https://www.producthunt.com/posts/{node.get('slug', '')}",             "website": node.get("website", ""),
    • Network accessline 243
      "url": f"https://www.producthunt.com/posts/{node.get('slug', '')}",

    skills/execute/SKILL.md

    skills/google-search/SKILL.md

    • Network accessline 105
      [1] Article Title Here     URL: https://example.com/article
    • Network accessline 106
      URL: https://example.com/article
    • Network accessline 114
      [2] Another Article     URL: https://example.com/other
    • Network accessline 115
      URL: https://example.com/other
    • Network accessline 124
      {     "title": "Article Title",     "url": "https://example.com/article",
    • Network accessline 125
      "title": "Article Title",     "url": "https://example.com/article",     "snippet": "Google search snippet",
    • Network accessline 126
      "url": "https://example.com/article",

    skills/google-search/vendor/web-search.mjs

    • Executable scriptline 1
      #!/usr/bin/env node
    • Network accessline 152
      let q = query;   if (site) q += ` site:${site}`;   let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;
    • Network accessline 153
      if (site) q += ` site:${site}`;   let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;   if (time && TIME_MAP[time]) url += `&tbs=${TIME_MAP[time]}`;
    • Network accessline 154
      let url = `https://www.google.com/search?q=${encodeURIComponent(q)}&num=${count}`;

    skills/qa/SKILL.md

    skills/ralph/SKILL.md

    skills/reference-seek/SKILL.md

    • Network accessline 180
      curl -s "https://raw.githubusercontent.com/{owner}/{repo}/{default_branch}/{path}"

    skills/rulph/SKILL.md

    skills/scaffold/SKILL.md

    • Broad permissionsline 1
      Bash
    • Access to secretsline 395
      [Credential-related source omitted]
    • Access to secretsline 497
      [Credential-related source omitted]

    skills/skill-session-analyzer/SKILL.md

    skills/skill-session-analyzer/references/analysis-patterns.md

    • Dangerous shell operationline 224
      # Pattern - draft deletion (look for rm command)

    skills/skill-session-analyzer/references/common-issues.md

    • Dangerous shell operationline 147
      3. Wrong file path in rm command
    • Dangerous shell operationline 151
      # Check for rm commands

    skills/skill-session-analyzer/scripts/extract-hook-events.sh

    • Executable scriptline 1
      #!/bin/bash

    skills/skill-session-analyzer/scripts/extract-subagent-calls.sh

    • Executable scriptline 1
      #!/bin/bash

    skills/skill-session-analyzer/scripts/find-session-files.sh

    • Executable scriptline 1
      #!/bin/bash

    skills/tribunal/SKILL.md

    skills/ultrawork/SKILL.md

    How the signals fit together

    Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

    Some files could not be read; the facts below still hold.

    Declared and executed: 10 facts
    Signal confidence: 101 facts

    and 51 more

    Works with

    Agent compatibility, from the files in this repository
    AgentStatusEvidenceInstall to
    Claude CodeNativeManifest .claude-plugin/marketplace.json.claude/skills/<skill-name>/
    CodexCompatibleStandard SKILL.md codex/skills/hoyeon-blueprint/SKILL.md.agents/skills/<skill-name>/
    CursorCompatibleStandard SKILL.md codex/skills/hoyeon-blueprint/SKILL.md.cursor/skills/<skill-name>/
    Gemini CLICompatibleStandard SKILL.md codex/skills/hoyeon-blueprint/SKILL.md.gemini/skills/<skill-name>/
    GitHub CopilotCompatibleStandard SKILL.md codex/skills/hoyeon-blueprint/SKILL.md.github/skills/<skill-name>/
    OpenCodeCompatibleStandard SKILL.md codex/skills/hoyeon-blueprint/SKILL.md.opencode/skills/<skill-name>/
    • Native The repository ships a manifest, folder or frontmatter field for this agent.
    • Compatible A standard SKILL.md that this agent can read.
    • Unknown No evidence either way.

    Derived automatically from paths, manifests and frontmatter. Not tested on each agent.