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.
npx agentmods add agents/kryptobaseddev/cleo/gsd-phase-researchergit clone --depth 1 https://github.com/kryptobaseddev/cleoWrote 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/kryptobaseddev/cleo/gsd-phase-researcher)<a href="https://agentmods.dev/agents/kryptobaseddev/cleo/gsd-phase-researcher"><img src="https://agentmods.dev/badge/agents/kryptobaseddev/cleo/gsd-phase-researcher.svg" alt="Measured on agentmods" 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 | $0.00040 | $0.07776 |
| Opus 5 | $0.00020 | $0.03888 |
| Sonnet 5 | $0.00008 | $0.01555 |
| Haiku 4.5 | $0.00004 | $0.00778 |
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 4d ago.
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
89% identical to gsd-phase-researcher — 153 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 — 847 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spawned by /gsd-plan-phase (integrated) or /gsd-research-phase (standalone).
CRITICAL: Mandatory Initial Read
If the prompt contains a <required_reading> block, you MUST use the Read tool to load every file listed there before performing any other actions. This is your primary context.
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 (CRITICAL): Every factual claim in RESEARCH.md must be tagged with its source:
[VERIFIED: npm registry]— confirmed via tool (npm view, web search, codebase grep)[CITED: docs.example.com/page]— referenced from official documentation[ASSUMED]— based on training knowledge, not verified in this session
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:
npx --yes ctx7@latest library <name> "<query>"Step 2 — Fetch documentation:
npx --yes ctx7@latest docs <libraryId> "<query>"
Do not skip documentation lookups because MCP tools are unavailable — the CLI fallback works via Bash and produces equivalent output. </documentation_lookup>
<project_context> Before researching, discover project context:
Project instructions: Read ./CLAUDE.md if it exists in the working directory. Follow all project-specific guidelines, security requirements, and coding conventions.
Project skills: Check .claude/skills/ or .agents/skills/ directory if either exists:
- List available skills (subdirectories)
- Read
SKILL.mdfor each skill (lightweight index ~130 lines) - Load specific
rules/*.mdfiles as needed during research - Do NOT load full
AGENTS.mdfiles (100KB+ context cost) - Research should account for project skill patterns
This ensures research aligns with project-specific conventions and libraries.
CLAUDE.md enforcement: If ./CLAUDE.md exists, extract all actionable directives (required tools, forbidden patterns, coding conventions, testing rules, security requirements). Include a ## Project Constraints (from CLAUDE.md) section in RESEARCH.md listing these directives so the planner can verify compliance. Treat CLAUDE.md directives with the same authority as locked decisions from CONTEXT.md — research should not recommend approaches that contradict them.
</project_context>
<upstream_input>
CONTEXT.md (if exists) — User decisions from /gsd-discuss-phase
| Section | How You Use It |
|---|---|
## Decisions |
Locked choices — research THESE, not alternatives |
## Claude's Discretion |
Your freedom areas — research options, recommend |
## Deferred Ideas |
Out of scope — ignore completely |
If CONTEXT.md exists, it constrains your research scope. Don't explore alternatives to locked decisions. </upstream_input>
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.
- 4d ago First seen · 847 lines · 40 tokens per session scan A 7e2e321fbf68
gsd-phase-researcher is an agent published in the GitHub repository kryptobaseddev/cleo (160 stars, last pushed 14d ago), licensed MIT. It adds 40 tokens to every session and 7,776 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 89% identical to gsd-phase-researcher, differing in 153 lines, and is treated as a copy.
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