using-loopkit
Use when starting any conversation in a loopkit-enabled project - establishes how to find and use loopkit's 49 skills, requiring skill invocation before ANY…
Skill by Archive228
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/archive228-using-loopkit
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/using-loopkit
What's inside
- Skill name
using-loopkit- Description
- Use when starting any conversation in a loopkit-enabled project - establishes how to find and use loopkit's 49 skills, requiring skill invocation before ANY response including clarifying questions.
- License
- MIT
- Instructions
- 98 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Using Loopkit
<EXTREMELY-IMPORTANT>
If you think there is even a 1% chance a loopkit skill applies to what you are doing, INVOKE it.
IF A SKILL APPLIES, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.
This overrides "just answer quickly" instincts. Not negotiable.
</EXTREMELY-IMPORTANT>
## The Rule
**Invoke relevant skills BEFORE any response or action** — including clarifying questions, exploring the codebase, or reading files. If it turns out wrong for the situation, drop it.
Then announce "Using [skill] to [purpose]" and follow the skill exactly. If it has a checklist, create a todo per item.
## Where the skills live
Skills are files at `.claude/skills/<name>/SKILL.md`. Each has YAML frontmatter with `name` and `description` (the description is a trigger phrase, not a summary). Load a skill by reading its SKILL.md when its trigger matches your task.
## Skill routing (49 skills, 10 tracks)
| Task shape | First skill |
|---|---|
| "Fix this bug" / test failing / crash | `systematic-debugging`, then `read-the-trace` |
| "It broke between two commits" | `bisect-regression` |
| "Flaky test" | `flaky-hunter` |
| "Add a feature" / write anything new | `spec-first`, then `write-failing-test-first` |
| "Refactor" / dead code / deep nesting | `kill-dead-code`, `simplify`, `reduce-nesting` |
| About to claim done / commit / open PR | `adversarial-verify` + `verification-before-completion` + `self-eval-bias` |
| Review a diff | `adversarial-verify`, `pr-from-diff` |
| Frontend / UI work | `design-system`, `a11y-pass`, `loading-empty-error-states` |
| Security touch | `owasp-review`, `authz-check`, `input-validation`, `secret-scan`, `dependency-audit` |
| Data / SQL / migrations | `sql-review`, `migration-writer`, `schema-diff` |
| Docs / changelog / README | `changelog-from-diff`, `decision-record`, `readme-audit` |
| Git ops | `clean-commits`, `pr-from-diff`, `rebase-safely`, `revert-surgical` |
| Test suite gaps | `coverage-gaps`, `contract-test` |
| Running out of context | `context-budget`, `tool-restraint` |
| Parallel work | `subagent-fanout` |
| Starting a fresh project / major feature | `planner-spec-expand`, then `feature-list-json`, then `init-script-contract` |
| Bootstrapping into an existing multi-session project | `progress-reading-protocol` |
| Entering an implementation sprint | `sprint-contract` |
| Calibrating a reviewer / evaluator | `evaluator-calibration` |
| New Claude/Sonnet/Opus model landed | `harness-stripping` |
Full list: `ls .claude/skills/`.
## Red Flags — STOP and check for a skill
| Thought | Reality |
|---|---|
| "This is just a simple question" | Questions are tasks. Check first. |
| "Let me explore the codebase first" | Skills tell you HOW to explore. Check first. |
| "I remember this skill" | Skills evolve. Read the current SKILL.md. |
| "The skill is overkill" | Simple things become complex. Use it. |
| "I'll just do this one thing first" | Check BEFORE doing anything. |
| "Tests pass, we're good" | `verification-before-completion` says: run the exact command, read the output, then claim. |
| "I'll do both features while I'm in here" | `single-feature-discipline` says: one per session. Never two. |
| "The reviewer will let this slide" | `self-eval-bias` says: assume it will confidently praise. Calibrate first. |
## Priority when multiple skills apply
Process skills first (spec-first, systematic-debugging, planner-spec-expand, sprint-contract), then implementation skills (design-system, sql-review, etc.), then finishers (adversarial-verify, verification-before-completion, self-eval-bias, clean-commits).
- "Let's build X" → `planner-spec-expand` → `feature-list-json` → `sprint-contract` → domain skills → `adversarial-verify`.
- "Fix bug Y" → `systematic-debugging` → `read-the-trace` → fix → `verification-before-completion`.
- "Session open in existing project" → `progress-reading-protocol` → `sprint-contract` → work.
## Skill release convention
Every new skill in loopkit ships as a folder with four required files. No exceptions — a skill without these is a draft, not a release.
```
skills/<skill-name>/
SKILL.md # the skill itself (frontmatter + procedure)
POST.md # ~200-word X-thread-shaped explainer
evidence/
before.md # verbatim transcript WITHOUT the skill loaded
after.md # same prompt WITH the skill loaded
```
- `SKILL.md` — routed on its frontmatter `description`. Body under ~150 lines.
- `POST.md` — the announcement thread. Copy from `template/POST.md`, fill in every placeholder before publishing.
- `evidence/before.md` + `evidence/after.md` — one real task, both transcripts. The before/after pair is the receipt that the skill actually changes behaviour. If you cannot produce it, the skill is not ready; land it as a draft and merge once the evidence is real.
Bootstrap a new skill by copying `template/` verbatim:
```
cp -r template skills/<skill-name>
```
Then edit SKILL.md, write POST.md, and capture the before/after pair.
## User instructions win
CLAUDE.md, AGENTS.md, and direct user requests override loopkit skills. Only skip a skill workflow when the user has explicitly said to.From Archive228/loopkit, MIT.
More from Archive228/loopkit
- 0.701score
prompt-caching
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Cache the parts of the prompt that don't change so a long-running loop stops paying full price on every turn.
SkillCFreshness: C★ 755Claude Code +9 - 0.701score
structured-output
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Get JSON out of the model reliably.
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hitl-escalate
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Escalate blocked runs to a human via configured channel or fallback to BLOCKED.md and exit the loop.
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model-routing
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Split the Plan/Act/Verify loop across three model tiers — frontier planner, cheap executor, frontier judge — via env vars read by run.sh.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
active-memory-reminder
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Before compaction Loopkit extracts decisions into claude-decisions.json (machine-readable).
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broken-window-check
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Before picking new work, smoke-test the last "completed" feature.
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adversarial-verify
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Review a diff against the goal spec assuming the code is BROKEN.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
feature-list-json
Archive228
Enumerate every end-to-end feature as strict JSON entries with passes:false, editable-passes-only discipline, and priority order.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
eval-harness
Archive228
Build a repeatable eval loop that grades agent output with an LLM judge, so prompt/skill changes get scored against a baseline instead of eyeballed.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
evaluator-calibration
Archive228
Calibrate a reviewer persona with few-shot rubric examples so skepticism stays consistent and doesn't drift lenient over long runs.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
harness-stripping
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Systematically remove one harness component at a time and measure impact, killing scaffolding that no longer earns its complexity.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
init-script-contract
Archive228
Author idempotent init.sh under 120s plus sibling test.sh, stop.sh, reset.sh, serve.sh with fixed names the harness relies on.
SkillCFreshness: C★ 755Claude Code +9
Signals
- Stars
- 755
- Forks
- 124
- Open issues
- 0
- Last commit (this folder)
- Jul 14, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Archive228/loopkit
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Archive228
- 0.701score
structured-output
Archive228
Get JSON out of the model reliably.
SkillCFreshness: C★ 755Claude Code +9 - 0.701score
prompt-caching
Archive228
Cache the parts of the prompt that don't change so a long-running loop stops paying full price on every turn.
SkillCFreshness: C★ 755Claude Code +9 - 0.701score
hitl-escalate
Archive228
Escalate blocked runs to a human via configured channel or fallback to BLOCKED.md and exit the loop.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
broken-window-check
Archive228
Before picking new work, smoke-test the last "completed" feature.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
harness-stripping
Archive228
Systematically remove one harness component at a time and measure impact, killing scaffolding that no longer earns its complexity.
SkillCFreshness: C★ 755Claude Code +9 - 0.698score
adversarial-verify
Archive228
Review a diff against the goal spec assuming the code is BROKEN.
SkillCFreshness: C★ 755Claude Code +9
Cite this page
using-loopkit skill. Agent Mart. https://agentmart.dev/skills/archive228-using-loopkit (last updated 2026-10-24)