Install
$ agentstack add skill-thomsonreuters-claude-forge-understand ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Understand
Analyze code or documentation to extract clear explanations of structure, design, and behavior.
Usage
/forge:understand [target] [--mode code|docs] [--depth quick|detailed|deep]
Arguments
| Argument | Required | Description | | ---------- | -------- | ------------------------------------------------------------------------------ | | target | Optional | File, directory, question, or instruction on what to explain (defaults to cwd) | | --mode | Optional | code or docs (default: auto-detected from target) | | --depth | Optional | quick, detailed, or deep (default: detailed) | | --output | Optional | Write result to file instead of conversation (e.g., explanation.md) |
Execution
Follow these steps in order. Do not skip steps.
Step 1: Resolve Target
$ARGUMENTS is the target. It may be a file path, directory, question, or free-form instruction. If it starts with @, strip the prefix (Claude Code file reference syntax). If $ARGUMENTS is empty, default to the current working directory.
Recognized flags (extract from $ARGUMENTS if present):
--mode— code or docs--depth— quick, detailed, or deep--output— write result to file instead of conversation
Never ask the user to clarify. If $ARGUMENTS contains anything, proceed immediately.
Step 2: Detect Mode
If --mode was not specified, auto-detect from the target (first match wins):
| Pattern | Mode | | ------------------------------------------------------------------------------ | ---- | | *.md, *.rst, *.txt | docs | | *.py, *.ts, *.js, *.go, *.rs, *.java | code | | Path starts with docs/, design/, adr/, rfcs/ | docs | | Path starts with src/, lib/, pkg/, cmd/ | code | | README*, CLAUDE.md, CHANGELOG* | docs | | Question contains "design", "architecture", "rationale", "ADR", "why we chose" | docs | | Question contains "bug", "function", "class", "method", "how does" | code | | Default | code |
Do not ask the user -- just apply the rules.
Step 3: Load Instruction File
Do NOT start the analysis until this step is complete.
Model family: !forge session context "${CLAUDE_SESSION_ID}" --field model_family 2>/dev/null || true
Pick one instruction file (first match wins, read only one):
- If model family is non-empty:
${CLAUDE_SKILL_DIR}/resources/{mode}-{family}.md - Otherwise (or if the above doesn't exist):
${CLAUDE_SKILL_DIR}/resources/{mode}.md
If model family lookup returns empty output or errors, treat it as "no family" and immediately select ${CLAUDE_SKILL_DIR}/resources/{mode}.md. Do not probe multiple variants.
Tool-call hygiene (normative)
When reading the selected instruction file, call Read with exactly one argument:
{"file_path":"/absolute/path/to/instruction-file.md"}
Rules:
- Do NOT send empty-string values for optional fields
- Do NOT include assistant-generated commentary or repair text in tool arguments
A PreToolUse hook may strip extra Read parameters (offset, limit, pages) for skill instruction files, but callers must still send Read with only file_path.
Read that one file using the Read tool with just the file_path parameter. Do not read both. If the chosen file is missing, report the path and stop.
After loading, tell the user in one message:
Analyzing {target} in {mode} mode (depth: {depth}).
model_family: {family or "(none — using default)"}
instruction: {instruction_file_name}
Do not read target files or begin analysis until after you have:
- Resolved the target
- Resolved the mode
- Resolved the instruction file
- Emitted the preflight summary message
Step 4: Execute Analysis
If the selected instruction file refers to an Explore subagent, use the Agent tool with subagent_type: "Explore". Do not interpret Task in resource files as a separate tool.
If the selected instruction file mentions disallowed or unavailable tools, stop and report the mismatch instead of substituting another tool.
For depth handling inside this skill:
quick: perform a concise local analysis using the allowed tools in this skilldetailed: perform a fuller local analysis using the allowed tools in this skilldeep: perform the deepest local analysis available with the allowed tools in this skill
Do not call mcp__zen__* tools from this skill.
Execute analysis following the loaded instructions with the specified depth. The instruction file defines the structure and output format -- follow it.
Depth levels:
| Depth | Output Size | Execution | | ---------- | ----------- | -------------------------------- | | quick | \<500 words | Local analysis, concise | | detailed | 500-1000 | Local analysis, fuller coverage | | deep | Full | Local analysis, maximum coverage |
When a resource file contains tool guidance that conflicts with this skill's allowed tools, this SKILL.md file wins. Do not improvise around the conflict.
Output routing: If --output was specified, write the complete explanation to that path using the Write tool (create parent directories if needed). Print a one-line confirmation: Wrote explanation to {path}. Do not also print the full result in the conversation. If --output was not specified, print the result in the conversation as usual.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: thomsonreuters
- Source: thomsonreuters/claude-forge
- License: Apache-2.0
- Homepage: https://pypi.org/project/tr-claude-forge/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.