Alan_IFT
Community@Alan-IFT
Keep thinking & Coding for fun.
Agent Skills by Alan_IFT
Showing 17 vetted skills indexed across 1 GitHub repositories.
Alan-IFTharness-grill
Interviews users one question at a time to produce an aligned requirement brief.
Alan-IFTharness-goal
Runs Developer and QA agents in a bounded loop until a measurable success criterion is met.
Alan-IFTharness-deflate
Scans the whole codebase for structural entropy and dispatches authorized refactorings to a goal-driven loop.
Alan-IFTharness-adopt
Adopts Harness Engineering workflow into existing projects through non-destructive scanning and planning.
Alan-IFTharness-intervene
Writes intervention signals to redirect, pause, or extend a running Harness pipeline.
Alan-IFTharness-supervise
Analyzes 7-stage task folders and generates supervision reports flagging pipeline anti-patterns.
Alan-IFTharness-decision-mode
Switch a harness project's decision and escalation mode between human, preset-rubric, and custom-rubric autonomy.
Alan-IFTharness-explore
Conducts lightweight feasibility research and produces a cited findings document without writing code.
Alan-IFTharness
Routes feature, bug, and refactor tasks through a 7-stage agent pipeline with verify_all gating.
Alan-IFTharness-stream
Drains a continuously-growable task pool through a 7-stage pipeline one task at a time.
Alan-IFTharness-language
Switches a harness project's output-language policy between English and Chinese.
Alan-IFTharness-plan
Runs requirement analysis, solution design, and gate review stages to produce a vetted design verdict.
Alan-IFTharness-batch
Runs a fixed task list through a 7-stage pipeline sequentially with isolated contexts.
Alan-IFTharness-status
Inspects Harness project assets, hook wiring, baseline state, and task progress to report a health snapshot.
Alan-IFTharness-init
Bootstrap new projects with the Harness Engineering skeleton and Claude Code binding.
Alan-IFTharness-verify
Runs the project's verify_all script and reports PASS, WARN, or FAIL results.
Alan-IFTharness-upgrade
Upgrade stale harness projects to the current plugin layout non-destructively.
Frequently Asked Questions About Alan_IFT
FAQPage SchemaWhat tasks can I run using Alan_IFT's Harness skills?▼
You can run full 7-stage feature pipelines, design-only planning, feasibility research, fixed-list batch execution, continuously-growing task pools, budgeted goal loops, whole-codebase anti-entropy sweeps, requirement interviews, and structured PASS/WARN/FAIL verification of claimed-done work.
Who are the Harness Engineering skills designed for?▼
They target developers and engineering leads using Claude Code who want disciplined AI-driven development: solo builders bootstrapping new fullstack or backend projects, teams adopting conventions into existing repos, and operators supervising autonomous multi-stage task execution.
How do I start using the Harness skills on a project?▼
Run /harness-init to bootstrap a new project with the full skeleton, or /harness-adopt to non-destructively apply Harness conventions to an existing repo. Stale projects use /harness-upgrade with a dry-run preview, then prove health via a green verify_all run.
Can I control how much the AI decides on its own?▼
Yes. /harness-decision-mode sets three escalation modes: human decides every judgment call, AI decides per a preset rubric escalating only red lines, or AI decides per your custom rubric. /harness-intervene also injects redirect, pause, or add-task signals into running pipelines.
What prerequisites do the Harness skills require?▼
Skills run inside Claude Code and rely on its allowed-tools permissions including Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion, TodoWrite, Task, and WebFetch. Verification requires the project's .harness/scripts/verify_all script, and supervision reads in-flight or archived task folders.