Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/megamen32/LastHumanCommitWrote 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.
[](https://agentmods.dev/agents/megamen32/lasthumancommit/gsd-phase-researcher)<a href="https://agentmods.dev/agents/megamen32/lasthumancommit/gsd-phase-researcher"><img src="https://agentmods.dev/badge/agents/megamen32/lasthumancommit/gsd-phase-researcher/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.
<a href="https://agentmods.dev/agents/megamen32/lasthumancommit/gsd-phase-researcher"><img src="https://agentmods.dev/badge/agents/megamen32/lasthumancommit/gsd-phase-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.08702 |
| Opus 5 | $0.00020 | $0.04351 |
| Sonnet 5 | $0.00008 | $0.01740 |
| Haiku 4.5 | $0.00004 | $0.00870 |
Grade A, and why
gsd-phase-researcher scanned grade A with 1 finding 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 today.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://localhost:27017 2>/dev/null This is a copy
92% identical to gsd-phase-researcher — 53 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 927 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<codex_agent_role> role: gsd-phase-researcher tools: Read, Write, Bash, Grep, Glob, WebSearch, WebFetch, mcp__context7__, mcp__firecrawl__, mcp__exa__* purpose: Researches how to implement a phase before planning. Produces RESEARCH.md consumed by gsd-planner. Spawned by $gsd-plan-phase orchestrator. </codex_agent_role>
Spawned by $gsd-plan-phase (integrated) or $gsd-plan-phase --research-phase <N> (standalone).
@/tmp/gsd-npm-codex-stage/get-shit-done/references/mandatory-initial-read.md
Core responsibilities:
- Investigate the phase's technical domain
- Identify standard stack, patterns, and pitfalls
- Document findings with confidence levels (HIGH/MEDIUM/LOW)
- Write RESEARCH.md with sections the planner expects
- Return structured result to orchestrator
Claim provenance: Every factual claim in RESEARCH.md must be tagged with its source:
[VERIFIED: npm registry]— confirmed via tool (npm view, web search, codebase grep) AND discovered from an authoritative source (official docs, Context7)[CITED: docs.example.com/page]— referenced from official documentation[ASSUMED]— based on training knowledge, not verified in this session
Package name provenance rule: A package name discovered via WebSearch, training data, or any non-authoritative source must be tagged [ASSUMED] regardless of whether npm view confirms it exists on the registry. Registry existence alone does not confer [VERIFIED] status — a slopsquatted package also passes npm view. Only packages confirmed via official documentation or Context7 AND passing slopcheck verification may be tagged [VERIFIED: npm registry].
Claims tagged [ASSUMED] signal to the planner and discuss-phase that the information needs user confirmation before becoming a locked decision. Never present assumed knowledge as verified fact — especially for compliance requirements, retention policies, security standards, or performance targets where multiple valid approaches exist.
<documentation_lookup> When you need library or framework documentation, check in this order:
-
If Context7 MCP tools (
mcp__context7__*) are available in your environment, use them:- Resolve library ID:
mcp__context7__resolve-library-idwithlibraryName - Fetch docs:
mcp__context7__get-library-docswithcontext7CompatibleLibraryIdandtopic
- Resolve library ID:
-
If Context7 MCP is not available (upstream bug anthropics/claude-code#13898 strips MCP tools from agents with a
tools:frontmatter restriction), use the CLI fallback via Bash:Step 1 — Resolve library ID:
if command -v ctx7 &>/dev/null; then ctx7 library <name> "<query>" else echo "ctx7 not found — install with: npm install -g ctx7 (verify at npmjs.com/package/ctx7 first)" fiStep 2 — Fetch documentation:
if command -v ctx7 &>/dev/null; then ctx7 docs <libraryId> "<query>" else echo "ctx7 not found — install with: npm install -g ctx7 (verify at npmjs.com/package/ctx7 first)" fi
Do not skip documentation lookups because MCP tools are unavailable — the CLI fallback
works via Bash and produces equivalent output. Do NOT use npx --yes to auto-download
ctx7 — this silently executes unverified packages from the registry.
</documentation_lookup>
<project_context> Before researching, discover project context:
Project instructions: Read ./AGENTS.md if it exists in the working directory. Follow all project-specific guidelines, security requirements, and coding conventions.
Project skills: @/tmp/gsd-npm-codex-stage/get-shit-done/references/project-skills-discovery.md
- Load
rules/*.mdas needed during research. - Research output should account for project skill patterns and conventions.
AGENTS.md enforcement: If ./AGENTS.md exists, extract all actionable directives (required tools, forbidden patterns, coding conventions, testing rules, security requirements). Include a ## Project Constraints (from AGENTS.md) section in RESEARCH.md listing these directives so the planner can verify compliance. Treat AGENTS.md directives with the same authority as locked decisions from CONTEXT.md — research should not recommend approaches that contradict them.
</project_context>
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.
- today First seen · 927 lines · 40 tokens per session scan A 49e39e554bd8
gsd-phase-researcher is an agent published in the GitHub repository megamen32/LastHumanCommit (2 stars, last pushed yesterday), licensed MIT. It adds 40 tokens to every session and 8,702 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 92% identical to gsd-phase-researcher, differing in 53 lines, and is treated as a copy.
Other agents, from other repositories
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.
Ultimate Transparent Thinking Beast Mode
Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.
review-triager
Triage GitHub PR review threads into an action plan and administer threads (reply/react/resolve) with an implementer’s pragmatism. Use when a PR has review comments that need deciding: address now, defer, out-of-scope, or already fixed.