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apply-captures

apply-captures is a skill for Claude Code from TserenTserenov/FMT-exocortex-template. It costs 63 tokens per session (7,878 once invoked), scanned A, original, MIT.

A review process for extraction reports marked as waiting for review. It lets a person accept, reject, or defer each proposed item and records the decision.

In plain words
What is it for?
Use it to review candidates, optionally edit accepted items, add them to the Pack, record rejected items, or defer decisions.
Why use it?
It keeps automatically extracted material out of the shared knowledge base until someone has reviewed it.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: names the AskUserQuestion tool; mentions Claude Code.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 inbox/WP-429/f2-poc/detector.py --check-candidate \.

not rated 63repo changed 10d ago A scan SkillSpector: warn 63 tokens original MIT

Good fit Use it to review candidates, optionally edit accepted items, add them to the Pack, record rejected items, or defer decisions.

Compare 6 skills from other repositories ↓
View source ↗ TserenTserenov/FMT-exocortex-template
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/TserenTserenov/FMT-exocortex-template
agentmods
npx agentmods add skills/tserentserenov/fmt-exocortex-template/apply-captures

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for apply-captures

README.md
[![agentmods](https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/apply-captures/github.svg)](https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/apply-captures)
Your own site
<a href="https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/apply-captures"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/apply-captures/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for apply-captures

Your own site · 80×15
<a href="https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/apply-captures"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/apply-captures.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,878 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium analysis-evasion · line 1
    Suspicious Unicode normalization or mixed-script content
    Fix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00063 $0.07878
Opus 5.5 $0.00025 $0.03151
Sonnet 5.5 $0.00013 $0.01576
Haiku 4.5 $0.00006 $0.00788

Measured 10d ago against content hash 3d3a209c9b84, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

apply-captures scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/apply-captures/SKILL.md · 488 lines

How it starts

The opening of the file, as written. The whole thing — 488 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/apply-captures — разбор кандидатов экстрактора

Полная ВДВ-карта цикла: ${IWE_GOVERNANCE_REPO:-DS-strategy}/inbox/WP-247-ke-pipeline-vdv.md Контракт скилла взят из шагов 5, 6, 6.5, 7 этой карты.

When to use

Scope

Этот скилл делает:

  • Читает ${IWE_GOVERNANCE_REPO:-DS-strategy}/inbox/extraction-reports/*.md со status: pending-review или status: deferred.
  • Для каждого кандидата в отчёте — запрашивает решение R15 (accept / reject / defer).
  • Accept → опциональная редактура → валидация → запись файла в Pack → обновление MAP → коммит.
  • Reject → запись причины + паттерна в feedback-log.md.
  • Defer → запись причины + defer_until в отчёт.
  • Обновляет status отчёта на applied / partially-applied / rejected / deferred.

Этот скилл НЕ делает:

  • Не запускает агента R2 (экстрактор) — это /ke и launchd extractor.sh.
  • Не создаёт extraction-reports — это R2.
  • Не редактирует содержимое captures.md / fleeting-notes.md.

ВДВ-контракт (шаги 5–7 из ke-pipeline-vdv.md)

Вход:   ${IWE_GOVERNANCE_REPO:-DS-strategy}/inbox/extraction-reports/*.md  со  status: pending-review
Роль:   R15 Валидатор (accept/reject/defer)
        R4 Автор (conditional: редактура при edits_needed: yes)
        Скилл (автоматика записи, валидации, коммита)
Действие:
  Для каждого pending-review отчёта, для каждого кандидата:
    1. Показать кандидата (id, тип, предложенный target_path, текст).
    2. Запросить решение R15 по схеме ниже.
    3. Accept + edits_needed=yes → R4 редактирует текст.
    4. Шаг 6.5: валидация Pack-сущности (frontmatter, уникальность ID, путь).
    5. Accept + valid → записать файл в Pack, обновить MAP, дописать feedback-log (паттерн), коммит.
    6. Reject → записать в feedback-log причину + паттерн.
    7. Defer → записать defer_reason + defer_until в отчёт.
  Обновить status отчёта по итогам.
Выход:
  - Обновлённый Pack (новые файлы сущностей).
  - Обновлённый ${IWE_GOVERNANCE_REPO:-DS-strategy}/inbox/feedback-log.md (reject-паттерны).
  - Отчёт со финальным status (applied / partially-applied / rejected / deferred).
  - Коммит в PACK-* (при accept).

Read the full file on GitHub · 488 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago Changed · +14 lines 3d3a209c9b84
  2. 27d ago Changed 7245e8a4b762
  3. 1mo ago Changed c07ba0ea6f8a
  4. 1mo ago Changed · +1 lines 49059a0b1663
  5. 1mo ago Changed · +93 lines bb34d8478f92
  6. 2mo ago Changed · +1 lines 865a1f10a0ce
  7. 2mo ago First seen · 379 lines · 63 tokens per session scan A ec983de920f3

Subscribe to this mod's changes

apply-captures is a skill published in the GitHub repository TserenTserenov/FMT-exocortex-template (63 stars, last pushed today), licensed MIT. It adds 63 tokens to every session and 7,878 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude CodePlanningagentic-workflowsai-agentsai-second-brainanthropic-claudeclaude-plugin
Related

apply-captures compared with skills from other repositories

apply-captures next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
apply-capturesTserenTserenov/FMT-exocortex-templateSkill63todayMITA63Claude Code
team-management-debuggingTeamManagementPlugin/claude-pluginSkill625d agoMITA95Claude Code, Codex
team-management-receiving-feedbackTeamManagementPlugin/claude-pluginSkill625d agoMITA97Claude Code, Codex
team-management-tdd-disciplineTeamManagementPlugin/claude-pluginSkill625d agoMITA96Claude Code, Codex
data-profilingzpower426/datapowersSkill17mo agoMITA42Claude Code
leakage-guardzpower426/datapowersSkill17mo agoMITA39Claude Code
verification-before-deliveryzpower426/datapowersSkill17mo agoMITA36Claude Code