implement SKILL.md skillA

implement from insideout-ai/make-it-work is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add insideout-ai/make-it-work/implement@git:20261106.b462625

Pins git:20261106.b462625 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
insideout-ai/make-it-work
Path
skills/implement/SKILL.md
Versions recorded
5
Latest version
git:20261106.b462625, committed Nov 6, 2026
First version recorded
Nov 5, 2026
Size
113,741 bytes
Repository stars
12
License
a license file GitHub does not identify

Orchestrates the make-it-work pipeline for one ticket — context check → close-the-gaps → risk assessment → Lightweight implementation (low risk) or plan-the-work → execute (TDD) → review-the-pr → final context sync — with saved, resumable workflow state, Guided, Autonomous, and unattended --autopilot modes, Lightweight → TDD escalation, capped fix/replan loops, and local end-of-run workflow feedback. Never commits implementation changes, pushes, opens a PR, or uploads feedback. Use when taking…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Implement

**Role:** Act as a thin orchestrator for the make-it-work pipeline.

**Goal:** Take one ticket from request to a reviewed, context-synced implementation by running the existing stage skills in order. `implement` assesses the ticket's risk to choose the run mode, decides which phase runs next, runs that stage skill, interprets the outcome it reports, records the transition, enforces the loop limits, and performs the final context sync. It never redoes a stage's own reasoning — refinement belongs to `close-the-gaps`, planning to `plan-the-work`, implementation to `execute` (or, in Lightweight mode, a dispatched implementation subagent), review to `review-the-pr`.

**Autonomy changes:** Before Start or Resume, read [references/autonomy-changes.md](references/autonomy-changes.md). Keep this contract active during inline stages: chat changes queue for the next phase, while the saved effective mode governs the current phase.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add insideout-ai/make-it-work/implement@sha256:a42eab111b62f9b8

The line at the top of this page pins the label git:20261106.b462625, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_q665w7x7k6u77apg.svg)](https://markdownregistry.com/a/art_q665w7x7k6u77apg)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Nov 5, 2026 and Nov 6, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261106.b462625 latest2026-11-06 b462625 113,741 BA view · diff
git:20261106.df2447f2026-11-06 df2447f 112,297 BA view · diff
git:20261106.49fde0c2026-11-06 49fde0c 110,839 BA view · diff
git:20261106.16c37c02026-11-06 16c37c0 110,094 BA view · diff
git:20261105.c60b1a42026-11-05 c60b1a4 108,650 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (113741 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

insideout-ai/make-it-work · 12 stars · license a license file GitHub does not identify · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_q665w7x7k6u77apg
GET https://markdownregistry.com/api/v1/resolve?ref=insideout-ai/make-it-work/implement
GET https://markdownregistry.com/api/v1/blob/a42eab111b62f9b881883b5b55f69d19db6c5d5a935e6e629bf568f9c03def5c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from insideout-ai/make-it-work

domain-notifications SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/domain-notifications/SKILL.md · Overdue-task reminder logic. Use when touching src/notifications/ or escalation rules.
git:20261023.7222665 · audit A · 12 stars
domain-tasks SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/domain-tasks/SKILL.md · Task creation, completion, and deletion logic and validation rules. Use when touching src/tasks/ or task status…
git:20261023.7222665 · audit A · 12 stars
uc-01-create-task SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/uc-01-create-task/SKILL.md · Creating a new task. Use when changing task-creation fields or validation.
git:20261023.7222665 · audit A · 12 stars
uc-02-complete-task SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/uc-02-complete-task/SKILL.md · Marking an open task as done. Use when changing completion rules.
git:20261023.7222665 · audit A · 12 stars
uc-03-receive-overdue-reminder SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/uc-03-receive-overdue-reminder/SKILL.md · Receiving a reminder when a task becomes overdue. Use when changing reminder or escalation logic.
git:20261023.7222665 · audit A · 12 stars
uc-04-delete-task SKILL.md skill
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/.claude/skills/uc-04-delete-task/SKILL.md · Deleting a task. Use when changing deletion rules.
git:20261023.7222665 · audit A · 12 stars
CLAUDE.md@evals/define-test-strategy/fresh-tests/fixture CLAUDE.md file
insideout-ai/make-it-work · evals/define-test-strategy/fresh-tests/fixture/CLAUDE.md
git:20261023.7222665 · audit A · 12 stars
CLAUDE.md@evals/define-test-strategy/strategy-api-autopilot/fixture CLAUDE.md file
insideout-ai/make-it-work · evals/define-test-strategy/strategy-api-autopilot/fixture/CLAUDE.md
git:20261020.039c57b · audit A · 12 stars
CLAUDE.md@evals/define-test-strategy/strategy-mixed-autopilot/fixture CLAUDE.md file
insideout-ai/make-it-work · evals/define-test-strategy/strategy-mixed-autopilot/fixture/CLAUDE.md
git:20261020.039c57b · audit A · 12 stars
CLAUDE.md@evals/find-the-repos/find-the-repos-evidence-drilldown/fixture CLAUDE.md file
insideout-ai/make-it-work · evals/find-the-repos/find-the-repos-evidence-drilldown/fixture/CLAUDE.md
git:20261016.17fc93d · audit A · 12 stars
domain-payroll SKILL.md skill
insideout-ai/make-it-work · evals/find-the-repos/find-the-repos-evidence-drilldown/fixture/backend/.claude/skills/domain-payroll/SKILL.md · Payroll lifecycle and editing constraints.
git:20261016.17fc93d · audit A · 12 stars
uc-update-payroll SKILL.md skill
insideout-ai/make-it-work · evals/find-the-repos/find-the-repos-evidence-drilldown/fixture/backend/.claude/skills/uc-update-payroll/SKILL.md · Payroll update behavior.
git:20261016.17fc93d · audit A · 12 stars

Every file in insideout-ai/make-it-work

Other files named implement

implement SKILL.md skill
vinvcn/mattpocock-skills-zh-cn · skills/engineering/implement/SKILL.md · 基于 spec 或 ticket 集合实现一段工作。
git:20261028.c48fd4a · audit A · 5,611 stars
implement SKILL.md skill
rsmdt/the-startup · plugins/start/skills/implement/SKILL.md · Implementation entry point. Use to execute a completed specification. Reads the spec's slice and scenario tasks from…
git:20261026.9ddf98d · audit A · 577 stars
implement SKILL.md skill
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
v2.0 · audit A · 556 stars
implement SKILL.md skill
ericrisco/rsc-harness · skills/implement/SKILL.md · Use when an approved plan and task list exist and it is time to turn them into working, reviewed code — ASDD stage 4…
git:20261104.726aaf3 · audit A · 505 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 453 stars
implement SKILL.md skill
boshu2/agentops · plugin/skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…
git:20261108.c48e539 · audit A · 453 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 453 stars
implement SKILL.md skill
boshu2/agentops · skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…
git:20261108.c48e539 · audit A · 453 stars

Browse by kind, by grade A, or by owner.