capture-intent
Skill4 starsChanged 3 months agoMITView on GitHub
Use this skill early in the proposal lifecycle to define the strategic intent behind the bid, including customer belief objectives, discriminator strategy, competitive posture, acceptable risk, and narrative direction.
In this repository30 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- adversarial-reviewSkill
- capture-demand-signalsSkill
- capture-portal-structureSkill
- capture-scorecardSkill
- capture-submissionSkill
- competitor-assessmentSkill
- compliance-checkSkill
- customer-intelSkill
- dashboardSkill
- evidence-checkSkill
- export-proposalSkill
- import-from-captureSkill
- narrative-spineSkill
- new-proposalSkill
- opportunity-quick-lookSkill
- past-performanceSkill
- pricing-analystSkill
- proposal-editorSkill
- proposal-graphicsSkill
- proposal-managerSkill
- proposal-patcherSkill
- proposal-solution-architectSkill
- proposal-storyboardSkill
- proposal-writerSkill
- red-team-reviewSkill
- setup-companySkill
- statusSkill
- submission-summarySkill
- technical-reviewSkill
The file
We split this skill into the rules it gives an agent
11 rules. About 0 are common, 11 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈11
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 39
Run after opportunity qualification and before solution architecture/storyboarding.
- Distinctive: line 111
Do not write generic statements like:
- Distinctive: line 175
no production CDS deployment
- Distinctive: line 183
Do not hide weaknesses.
- Distinctive: line 196
avoid implying enterprise replacement
- Distinctive: line 198
avoid claiming automatic ATO reciprocity
- Distinctive: line 199
avoid attacking incumbent directly
- Distinctive: line 200
avoid overexplaining model architecture
- Distinctive: line 201
avoid superiority claims without evidence
- Distinctive: line 202
avoid making customer workflow sound obsolete
- Distinctive: line 229
Do not mix incompatible postures.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Capture Intent Skill
Purpose
Define the strategic intent behind the proposal before drafting begins.
Most proposal systems understand:
- the solicitation
- the requirements
- the company capabilities
Very few understand:
- why the company is actually bidding
- what the customer must believe
- where the company is weak
- what strategic posture the proposal should take
- what the proposal should avoid saying
- what outcome the team actually wants
This skill creates the strategic alignment layer that guides:
- proposal-storyboard
- proposal-writer
- proposal-editor
- competitor-assessment
- red-team-review
Without this layer, proposals drift into generic capability summaries.
When to Use
Run after opportunity qualification and before solution architecture/storyboarding.
Recommended workflow:
/proposal-manager
/customer-intel
/competitor-assessment
/capture-intent
/proposal-solution-architect
/proposal-storyboard
/proposal-writerInputs
Always read
working/proposal-type.mdworking/opportunity-summary.mdworking/capability-matrix.mdworking/requirement-matrix.mdmy-company/company-profile.md
Read if relevant
working/customer-profile.md— if/customer-intelwas run (needed for belief objectives).working/competitor-assessment.md— if/competitor-assessmentwas run (needed for ghosting + posture).working/teaming-strategy.md— if teaming work has been done.working/win-themes.md— if/proposal-managerproduced a standalone themes file.my-company/evidence-ledger.json— only when Phase C evidence is enabled.- Solicitation documents and notes — sample, don't read end-to-end. Use only to clarify ambiguous strategic questions.
Required Output
Write:
working/capture-intent.mdOptional:
working/capture-risks.md
working/discriminator-map.mdCore Questions
The skill must answer the following questions explicitly.
1. Why Are We Bidding?
Goal
Define the actual strategic reason for pursuing the opportunity.
Examples:
- establish beachhead with customer
- transition prototype into production
- expand footprint into adjacent mission space
- demonstrate capability for future larger contract
- strengthen OEM/system-integrator relationship
- gain operational deployment reference
- position for sole-source follow-on
- expand into classified environment
- maintain strategic relevance
- establish credibility in emerging mission area
Rules
Do not write generic statements like:
"This opportunity aligns with company growth goals."
Be specific.
2. What Must the Customer Believe?
Goal
Define the 3-5 core beliefs the proposal must create.
Examples:
- This team understands operational DDIL realities.
- This architecture can realistically deploy into existing Government infrastructure.
- The company is technically mature despite small size.
- The integration risk is manageable.
- The proposed pilot creates a low-risk path to operational adoption.
- This solution complements, rather than replaces, existing systems.
These become the hidden backbone of the proposal.
3. What Is Our Strongest Discriminator?
Goal
Identify the actual differentiators that matter.
Distinguish between:
- real discriminator
- table stakes
- marketing noise
Examples:
| Category | Example |
| Real discriminator | Existing IL6 deployment in similar mission environment |
| Table stakes | Agile development |
| Marketing noise | "Transformative AI platform" |
Rules
A discriminator only counts if:
- evaluators care
- competitors likely lack it
- evidence exists
- it reduces risk or improves mission outcome
4. What Is Our Weakest Area?
Goal
Explicitly identify proposal vulnerabilities.
Examples:
- limited past performance with this customer
- integration experience gap
- no production CDS deployment
- staffing scale concern
- unclear hardware path
- immature commercialization story
- limited operational deployment history
Rules
Do not hide weaknesses.
The downstream proposal strategy depends on knowing them.
5. What Should the Proposal Avoid Saying?
Goal
Define language, positioning, and claims that would damage credibility.
Examples:
- avoid implying enterprise replacement
- avoid overstating autonomy
- avoid claiming automatic ATO reciprocity
- avoid attacking incumbent directly
- avoid overexplaining model architecture
- avoid superiority claims without evidence
- avoid making customer workflow sound obsolete
This is one of the highest-value sections.
6. What Competitive Posture Should We Take?
Goal
Define the desired proposal posture.
Examples:
| Posture | Meaning |
| Operationally credible | Calm, technically mature, deployment-focused |
| Disruptive challenger | Faster, lighter, less bureaucratic |
| Trusted integrator | Low-risk execution and interoperability |
| Innovation partner | Experimentation and prototype acceleration |
| Specialized expert | Narrow but deep mission capability |
| Strategic bridge | Enables transition between ecosystems |
Rules
Choose deliberately.
Do not mix incompatible postures.
7. What Is the Desired Next Action?
Goal
Define what the proposal is actually trying to achieve.
Examples:
- invitation to Phase II
- technical interchange meeting
- pilot award
- OTA follow-on
- downselect retention
- integration workshop
- architecture review
- operational demonstration
- production contract
This changes how aggressively the proposal should sell.
8. Tone and Narrative Direction
Goal
Define the intended narrative style.
Examples:
| Proposal Type | Preferred Tone |
| FAR technical volume | dense, traceable, evaluator-scored |
| DIU CSO | concise, operational, commercially credible |
| SBIR | technically rigorous with commercialization path |
| White paper | executive-readable and strategically focused |
| RFI | factual and capability-oriented |
Also Define
- desired technical depth
- acceptable aggressiveness
- acceptable marketing level
- desired executive readability
- desired operational emphasis
9. Ghosting Strategy
Goal
Define how the proposal should indirectly contrast competitors.
Examples:
- emphasize disconnected operation because competitors depend on cloud
- emphasize integration openness because competitors are proprietary
- emphasize operational deployment because competitors are lab-focused
- emphasize lightweight deployment because competitors are infrastructure-heavy
Rules
Never name competitors.
Never sound petty.
Ghosting should feel like natural emphasis, not a direct attack.
Output Format
Write:
# Capture Intent — [Opportunity Name]
## Strategic Objective
<why the company is bidding>
---
## Customer Beliefs We Must Create
1. <belief>
2. <belief>
3. <belief>
---
## Primary Discriminators
| Discriminator | Why It Matters | Evidence | Risk |
|---|---|---|---|
---
## Vulnerabilities / Weak Areas
| Weakness | Risk | Mitigation Strategy |
|---|---|---|
---
## Proposal Posture
<desired strategic posture>
---
## Proposal Must Avoid
- <item>
- <item>
---
## Desired Customer Action
<desired next step>
---
## Tone and Narrative Guidance
| Area | Guidance |
|---|---|
| Tone | |
| Technical Depth | |
| Executive Readability | |
| Operational Emphasis | |
| Marketing Aggressiveness | |
---
## Ghosting Strategy
| Competitor Weakness | How We Indirectly Contrast |
|---|---|
---
## Strategic Narrative Summary
<2-4 paragraphs describing how the proposal should feel overall>Integration Rules
Downstream skills should consume this file as strategic guidance.
proposal-storyboard
Uses:
- evaluator belief goals
- tone guidance
- prohibited claims
- ghosting direction
proposal-writer
Uses:
- discriminator emphasis
- proposal posture
- customer-belief priorities
proposal-editor
Uses:
- tone calibration
- marketing aggressiveness limits
- readability targets
red-team-review
Uses:
- whether the proposal actually reinforced the intended beliefs
- whether ghosting aligned to strategy
- whether weaknesses were mitigated
Anti-Patterns to Prevent
The capture-intent layer exists to prevent:
- proposals that sound strategically confused
- generic capability dumps
- contradictory messaging
- overaggressive positioning
- accidental overclaiming
- irrelevant differentiators
- executive summaries with no clear point
- technical detail disconnected from strategy
- weak ghosting
- inconsistent tone between sections
Final Rule
This document is strategic guidance.
It should not read like proposal prose.
It should read like internal capture leadership alignment.
Activity Trail
Append to working/activity.md:
## <timestamp> — capture-intent — defined strategic posture, discriminators, customer beliefs, and proposal guidance → working/capture-intent.mdAppend to working/ai-runs.jsonl:
{"schema_version":"ai-run.v1","timestamp":"<timestamp>","skill":"capture-intent","proposal_id":"<proposal>","job_type":"capture-strategy","provider":"anthropic","model":"claude-opus-4-7","input_tokens_estimate":null,"output_tokens_estimate":null,"cost_estimate_usd":null,"notes":"strategic capture alignment and narrative guidance"}Does it work?
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