dormstern/forge

Stop shipping features your AI agent invented. A Claude Code plugin that wraps your agentic-coding loop with three filters: Devil's Advocate before every plan, mandatory 10% scope kill, drift checks every 5 features. Built on the Ralph Loop.

6Stars on the repository
37Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

autonomy-tiers

01

dormstern/forge

Skill Claude CodeCodex

Use when assigning T1/T2/T3 to a feature in PM mode SHAPE, or when the user asks "should this be auto-commit or checkpoint". T1 = fully autonomous (auto-commit). T2 = checkpoint before commit. T3 = checkpoint before tests AND commit. The decision tree maps risk to tier — clear intent + no contract impact → T1; touches…

6 3mo ago A 102 tokens original MIT

community-mining

02

dormstern/forge

Skill Claude CodeCodex

Use during Founder mode SCOUT to extract structured signals from public communities. The 7-signal framework (pain, frequency, severity, willingness-to-pay, competitor, trend, contradictory) applied across Reddit, G2, Hacker News, ProductHunt, Crunchbase. Verbatim quotes only. Contradictory signals mandatory. Bottom-up…

6 3mo ago A 75 tokens original MIT

drift-protection

03

dormstern/forge

Skill Claude CodeCodex

Use during PM mode BUILD or whenever the user asks "is this still on-strategy". Auto-fires every 5 completed features. Audits the last 5 against IDENTITY.md (WHO/JOB/NEVER), Architecture Constraints, contracts (if applicable), and rework patterns. Returns CONTINUE / DISCUSS / PIVOT / CONTRACTHALT and flags STABILIZE…

6 3mo ago A 87 tokens original MIT

evidence-weighting

04

dormstern/forge

Skill Claude CodeCodex

Use during Founder mode INTERROGATE / SYNTHESIZE, or whenever evaluating evidence quality. Weight 3 = behavioral (past actions, artifacts shown). Weight 2 = mixed. Weight 1 = stated intent ("I would use"). Confidence scoring caps: single source type → max 3, all stated intent → max 3, ≥4 requires ≥50% behavioral + ≥3…

6 3mo ago A 100 tokens original MIT

founder-mode

05

dormstern/forge

Skill Claude CodeCodex

Use when validating a startup hypothesis pre-PMF. Runs SCOUT → INTERROGATE → SYNTHESIZE → TEST cycles 3–5 times across 2–4 weeks until 12 graduation criteria are met. Mandatory Devil's Advocate after every INTERROGATE. Confidence scoring on 1–5 rubric with hard caps. Falsification-driven, not validation-driven.

6 3mo ago A 81 tokens original MIT

identity-anchor

06

dormstern/forge

Skill Claude CodeCodex

Use when defining or evolving WHO / JOB / NEVER for a product, or when interpreting drift in PM mode. Identity is the spine that drift checks audit against. Evolution Log is append-only and tracks every identity change with trigger evidence and rationale. Identity-as-signal, not identity-as-requirement.

6 3mo ago A 63 tokens original MIT

pm-mode

07

dormstern/forge

Skill Claude CodeCodex

Use when shipping a product (post-PMF). Runs HARVEST → SHAPE → BUILD → SHIP cycles indefinitely. Each cycle harvests signals, proposes a release plan with kill-list (10% Delete Rule) and Devil's Advocate, runs the Ralph Loop with autonomy tiers (T1/T2/T3), audits drift every 5 features, ships, measures, recommends…

6 3mo ago A 84 tokens original MIT

stabilization

08

dormstern/forge

Skill Claude CodeCodex

Use during PM mode SHAPE or SHIP. Auto-detects when a release should be a stabilization release (all debt + rework, zero new features) — fires when reworkrate > 15%, blocked features ≥ 3, avg builder resets > 2, or avg qualityscore < 6.0 across last 5 features. Caught early, stabilization saves a quarter; missed, it…

6 3mo ago A 98 tokens original MIT

ten-percent-delete

09

dormstern/forge

Skill Claude CodeCodex

Use during PM mode SHAPE. Every release plan must propose killing ≥10% of in-flight scope as deletion candidates. Surfaces features with postmvpstatus="evaluate", low-usage signals, stale work, no-owner items. If nothing qualifies, state that explicitly with evidence — don't skip. The most-violated rule in the…

6 3mo ago A 84 tokens original MIT

using-forge

10

dormstern/forge

Skill Claude CodeCodex

Use when the user is starting with the Forge plugin or asks "what does Forge do" / "how do I use Forge". Routes to the right mode (Founder for pre-PMF, PM for shipping products) and explains the 14 commands, the two cycles, and where to start. Authoritative source for the canonical command vocabulary.

6 3mo ago A 72 tokens original MIT